#build lms from scratch

[luinmangi]

This is my take and no I don’t have a law degree. Just someone who’s watching this all unfold.

We see Luigi in December looking shattered and pasty. Cops are on top of him at the court. Same ones since the helicopter ride. These ones weren’t here as they cashed their cheques for appearing on different documents (no I haven’t watched it as I don’t have access to American channels thank god)

He got given a hair cut and made to look pretty. Now if this is someone who is clearly dangerous and a danger to themselves they wouldn’t make him look that great. Cops would be in the hairdressers / barbers whatever it is called. Inmates clearly feel safe around or clearly want to protect him. Theirs not a scratch on his face. There isn’t even a mark on him and they are still claiming he’s a danger. If he’s such a dangerous person he would’ve been in fights. They are painting him to be the next Melendez / bundy etc.

Also what I have noticed. The judge threaten him with Rikers yet allows a supposedly dangerous person to walk out from court to have paparazzi shots outside, paparazzi shots inside the building. The cops have backed off in the court room (given him a bit of breathing space as they have the same male) but he’s so dangerous they’ve added a female and bullet proof vest.

But again he is standing, he’s in a possible Ralph Lauren cable knit jumper and they’ve given him shoes which they didn’t last time. If the judge feels he’s dangerous he wouldn’t have been sent back to the nyc prison in December he would’ve been at rikers. Also making threats of sending him to rikers is also pointless because in my eyes (again not trained in law) isn’t going to achieve much. The police know he is protected, even the judge knows. Theirs judge is annoyed that there is people outside, billboards / trucks driving round, inmates all on LM side.

If he was so dangerous the police wouldn’t have allowed documentaries being done on an inmate that isn’t found guilty yet

Also I would just like to add a final thought. LM would be a category A inmate in the uk which means armed officers and police driving him to the court house, you wouldn’t be able to see him and he wouldn’t be walking out of the court in the front. We don’t even have cameras on high inmates or inmates in general (Lucy Letby). We are filming the judge and the judge only. So for whatever reason this movie that they are doing since December / February / March / June with him is diabolical 😂

(He’s so dangerous but here you go guys let’s parade him around… America is wild for that)

Just my opinion on watching this debacle

[torto-isemusings]

You might've addressed this somewhere (or maybe not) but reading your polo lore made me think: are the different versions' polos separated somehow? Like, do they have some sort of singular version house (a building/villa where all Alive polos live in, for example) or are they present in the different geographic units you've shared before? I was wondering if the LM polos lived in something like a sorority house for some reason.

Short answer, yes! Let me explain:

Both The Original and Alpha are condensed into one person each, Scratch and Lead respectively. They lived with their adopted father Kenny until they both moved into the Saint-Étienne School of Music.

Lambda Mu(Little Miss), Sigma Rho(Sunrise), Tau Lambda(The Love), and Kappa Delta(Wekiddy) are all fraternities on SESM campus that live in their own houses on Frat Row. Alive is not a frat, but the campus technology/anime club. The don't have a house of their own, but they do use the house designated for all the campus clubs to use for meetings.

The Brazil Polos live in Brazil of course, specifically the capital of Brasilia. The Beats are a team of soccer players, the Effects are ordinary villagers, the Melodies are revelers celebrating La Fête de la Voix, and the Voices represent the indigenous population.

Jeevan takes place in India, which in Incredibox World is separated into four Kingdoms: Naarangee/Orange ruled by King Lead(northwest), Laal/Red under the rule of Prince String(northeast), Neela/Blue under King Taoung(southwest), and Hara/Green under King Djindr and eventually Queen Jeevan(southeast).

Dystopia is the strangest of them all, as it is its own separate planet from the rest. It was taken over by the Comulur and the rest we know from the bonuses/short film.

Hope that clears things up❤️

[callofdutymobileindia]

Why First-Time Entrepreneurs Should Consider an Online Education Franchise?

The world of entrepreneurship has evolved rapidly in recent years, especially with the rise of digital technology and remote work. Among the most promising and accessible business models today is the online education franchise—a sector combining the stability of education with the scalability of technology.

For first-time entrepreneurs, entering the business world can be overwhelming. The uncertainties of creating a business from scratch, coupled with limited experience, often lead to costly mistakes. That’s where an online education franchise can offer a smarter, safer, and more scalable alternative.

In this blog, we’ll explore the reasons why choosing anonline education franchise is an ideal launchpad for aspiring entrepreneurs.

1. A Proven Business Model That Reduces Risk

One of the biggest challenges for new entrepreneurs is building a sustainable business model. Most startups fail because they struggle to figure out product-market fit, pricing, marketing, and operations—all at once.

An online education franchise, however, comes with a pre-tested and refined business blueprint. From course offerings to marketing templates, sales funnels to LMS platforms, everything is tried-and-tested. This significantly reduces the risk of failure, allowing first-time business owners to focus on scaling rather than surviving.

2. Lower Startup Costs & Operational Overheads

Compared to traditional franchises like food chains or coaching centers that require physical space and high capital, an online education franchise often has low upfront investment. You don’t need to spend on real estate, interior setup, or large inventories.

Typical cost advantages:

No need for office rent or classroom furniture

Reduced staff hiring costs (many models include training or virtual faculty)

Minimal travel or operational logistics

Most tools like LMS, CRM, and websites are included by the franchisor

For new entrepreneurs who may be operating on a tight budget, this is a major advantage.

3. Growing Demand in the EdTech Sector

The global online education market is expected to surpass $350 billion by 2025, and India is one of the fastest-growing segments of this trend. From coding classes to language training, competitive exam prep to upskilling programs, there is a massive demand for digital learning solutions.

As a first-time entrepreneur, entering a high-growth market gives you a better chance of rapid success. An online education franchise lets you tap into this opportunity with the support of an established brand.

4. Brand Trust Accelerates Growth

Building brand credibility takes time, and trust is especially important in education. Parents and learners are more likely to enroll with a recognized and respected brand than with an unknown startup.

When you invest in an online education franchise, you gain immediate brand equity. That means faster conversions, easier marketing, and higher enrollment rates—without having to spend years building your name.

5. Training and Support System

One of the top reasons why first-time entrepreneurs hesitate to start a business is the lack of experience in operations, marketing, and technology. Franchisors of online education systems understand this—and provide comprehensive training and hand-holding support.

Franchise support usually includes:

Initial business training

Sales pitch scripts and demos

Marketing collateral and social media strategy

Technology platform guidance

Ongoing mentorship and webinars

You’re not just buying a brand—you’re buying a team, tools, and a system to help you succeed.

6. Work-from-Home Flexibility

The beauty of an online education franchise is that it allows you to run your business from home or anywhere with a laptop and internet connection. This is especially appealing for:

Women entrepreneurs

Retired professionals

Teachers looking to switch careers

Young graduates seeking a side hustle

You can enjoy flexible working hours, reduced commute stress, and a better work-life balance—all while growing a profitable business.

7. Quick Launch and Time-to-Revenue

Starting your own online education platform from scratch means months of development, curriculum design, platform building, and testing. By contrast, an online education franchise can be launched in as little as 30 days.

You get access to:

Ready-to-use e-learning content

Live class scheduling systems

Payment gateways and mobile apps

Pre-made student onboarding kits

That means you can start generating revenue faster, which is a big plus for new entrepreneurs with limited cash flow.

8. Customizable Yet Structured

A great feature of modern online education franchises is that they often offer room for localized customization within a well-defined structure. You can run regional promotions, offer local language support, and personalize communication—without disturbing the core business model.

This balance between freedom and framework is ideal for first-time entrepreneurs. You can focus on innovation and outreach while relying on a reliable system to manage learning delivery and tech.

9. Scalable with Minimal Risk

As your confidence and business grow, you can scale your online education franchise to new regions, verticals, or even partner with schools or corporates. The scalability of online education means you’re not limited by geography or seating capacity.

And because there’s minimal inventory or infrastructure required, expansion involves lower risks and costs compared to physical businesses.

10. Social Impact and Personal Fulfillment

Starting a business in the education sector isn’t just profitable—it’s purposeful. You contribute to learners’ futures, support upskilling, and help bridge the digital divide.

Many first-time entrepreneurs find deeper satisfaction knowing they are creating real value for society—especially in fields like coding, language learning, test prep, or soft skills training.

Final Thoughts: Why This Franchise Model Works for First-Time Founders

Stepping into entrepreneurship for the first time can feel overwhelming. But with the right support, a trusted system, and a low-risk entry, success is entirely achievable—even without a business background.

An online education franchise offers the ideal blend of:

Low capital requirements

Proven success formulas

Brand trust

Work-from-home flexibility

High growth and impact potential

If you're a first-time entrepreneur looking for a meaningful, scalable, and future-ready business opportunity, investing in an online education franchise might just be the smartest decision you'll make in 2025.

[42designsquare]

Transform Learning Outcomes with Instructional Design Services

In the digital learning age, organizations, educational institutions, and training providers are constantly seeking ways to deliver high-impact learning experiences. This is where instructional design services play a pivotal role. Whether you’re developing corporate training or academic eLearning modules, professional instructional design ensures that the content is not just informative but engaging, goal-driven, and results-oriented.

What Are Instructional Design Services?

Instructional design services involve a systematic approach to designing, developing, and delivering learning experiences. These services blend educational theory with technology and design to ensure the learner remains at the core of every strategy. From analyzing learners’ needs to structuring content, instructional designers create tailored learning experiences that drive retention and performance.

Effective instructional design services cover several key components:

Needs analysis

Setting measurable learning objectives

Organizing content logically

Integrating multimedia elements

Implementing assessments and evaluations

This process guarantees that learners not only absorb the material but can also apply it in real-world scenarios.

The Power of Curriculum Design Services

Closely tied to instructional design is curriculum design services. While instructional design focuses on how individual lessons are delivered, curriculum design ensures all those lessons are part of a bigger picture. A well-crafted curriculum maps out the learning journey, aligning lessons with learning goals, skills development, and assessment methods.

Educational institutions and corporate L&D teams rely on curriculum design to build a framework that ensures consistency and progression. Whether you are delivering a leadership training program or a full academic course, curriculum design provides the structure for long-term learning success.

At its core, curriculum design answers these crucial questions:

What should learners know or be able to do?

How will they learn it?

How will we measure their learning?

By aligning content, pedagogy, and assessment, curriculum design services ensure every component works together to enhance the learner’s journey.

Why Educational Design Services Matter

Broadly speaking, educational design services encompass both instructional and curriculum design. These services go beyond content creation. They involve strategizing the learning environment, understanding learner personas, incorporating educational psychology, and leveraging technology to boost engagement.

Modern learners expect interactivity, flexibility, and relevance. Educational design brings these elements into your learning platform — whether you’re creating a self-paced online course or a hybrid classroom experience. Services include:

Storyboarding and scriptwriting

Interactive eLearning development

Mobile-responsive design

Learning Management System (LMS) integration

Accessibility compliance (WCAG, Section 508)

When executed effectively, educational design can dramatically increase learner engagement, course completion rates, and real-world skill transfer.

Why Partner with Experts?

Choosing a professional partner for instructional design services means tapping into deep expertise in adult learning principles, user experience, and instructional technology. You save time, reduce internal workload, and gain access to tools and insights that lead to better learning outcomes.

42 Design Square is a trusted name in delivering end-to-end educational design services. With years of experience, a team of learning strategists, designers, and content creators, the company has helped global clients scale their training and improve performance through well-designed eLearning.

Whether you’re starting from scratch or revamping an existing program, our custom solutions are tailored to meet your learning goals.

Conclusion

Instructional design, curriculum design, and educational design services are essential for any organization committed to learning excellence. Investing in expert design ensures your training content is engaging, impactful, and aligned with learner needs and business goals. From digital classrooms to corporate LMS platforms, the right design strategy can make all the difference. Partner with an experienced instructional design company to future-proof your learning initiatives today.

[technoschool]

Top Essentials for Setting Up a Successful ICT Lab in Schools

The digital revolution is reshaping education, and schools must keep pace to prepare students for a technology-first future. One of the most impactful ways to empower learners with essential 21st-century skills is by building an ICT (Information and Communication Technology) lab. A thoughtfully designed ICT lab serves as more than just a room with computers—it becomes a center for innovation, collaboration, and discovery.

To ensure long-term success and meaningful learning outcomes, setting up an ICT lab requires more than just plugging in a few devices. It takes planning, smart investment, and a clear understanding of both technological and pedagogical needs. Let’s explore the top essentials for creating a future-ready ICT lab in your school.

1. Define the Learning Objectives

Before buying any hardware or software, schools need to define what they want the ICT lab to achieve. Will it support basic computer education? Is the goal to introduce coding and digital design? Will it be used for online learning, multimedia projects, or robotics?

Clearly identifying the learning outcomes ensures that every component of the lab—from layout to technology—serves a meaningful purpose and supports the overall curriculum. A well-planned ICT lab can cater to different grade levels and adapt to various teaching styles and learning needs.

2. Smart Infrastructure Planning

Infrastructure is the backbone of an effective ICT lab. The room must be spacious, well-lit, ventilated, and free from distractions. Electrical fittings should support multiple devices, and the network setup must offer high-speed, secure internet access.

This is where working with a trusted ICT solution provider in school is essential. Such providers bring experience in setting up school-specific ICT environments that are efficient, safe, and scalable. They help integrate power supply, cabling, internet, and data security in a unified way while also ensuring compliance with educational and safety standards.

3. Choosing the Right Hardware

Modern ICT labs require more than just traditional desktops. Depending on the school’s teaching goals, the setup might also include:

Laptops or tablets for mobile learning

Interactive whiteboards or digital panels

Projectors and printers

Webcams and audio systems for virtual classes

Network routers and backup systems

All hardware should be student-friendly, durable, and compatible with essential software. It's also important to consider energy efficiency and ease of maintenance.

To ensure you get the best value and long-term support, it's wise to consult the top ICT provider in school. Reputed providers offer tailored packages, warranty support, and expert consultation to help schools build an ICT lab that is both functional and cost-effective.

4. Software and Digital Tools

Software is what brings the hardware to life. Your ICT lab should have updated operating systems, productivity tools, and learning applications that suit various grade levels and subjects. Some must-have categories include:

Word processing and spreadsheet tools

Coding platforms (like Scratch, Blockly, or Python IDEs)

Educational games and simulations

Learning management systems (LMS)

Multimedia creation software (photo, audio, and video editing)

All applications should be licensed to ensure legal and secure usage. Cloud-based solutions also offer flexibility and storage for students and teachers.

5. Teacher Training and Ongoing Support

Technology is only effective when educators are confident in using it. That’s why teacher training is a critical part of ICT lab planning. Schools must invest in regular workshops, webinars, and hands-on sessions that help staff understand the tools, teaching methods, and troubleshooting techniques.

Every ICT lab should ideally have a coordinator or IT assistant who can support teachers, maintain equipment, and keep the lab functioning smoothly.

When planning your Ict Lab Setup In school, remember that investing in teacher capacity is just as important as buying the latest gadgets. Empowered teachers can transform technology into a powerful tool for learning.

6. Digital Safety and Cybersecurity

With internet access comes the responsibility to protect students from online threats. ICT labs should be equipped with robust cybersecurity systems such as:

Firewalls and antivirus software

Content filters and access controls

Secure user authentication

Real-time monitoring tools

In addition to tech-based protection, schools should educate students about online safety, digital ethics, and data privacy. Teaching digital citizenship from an early age fosters responsible internet usage.

7. Maintenance and Technical Support

Like any classroom, ICT labs need routine upkeep. Devices must be cleaned, updated, and tested regularly. Backups should be scheduled, and old software should be upgraded in a timely manner. Schools should also have a clear protocol for reporting and resolving technical issues.

A good ICT provider will offer annual maintenance contracts, preventive checks, and fast-response support services. Building this into your long-term budget ensures uninterrupted learning.

8. Curriculum Integration and Innovation

An ICT lab is not a standalone entity—it should complement and enhance classroom learning. Encourage teachers across subjects to use the lab to reinforce concepts. Math teachers can use simulation software, while history lessons can come alive through digital timelines or documentaries.

Encouraging student-led projects and interdisciplinary activities promotes creativity and problem-solving. The more integrated the lab becomes in day-to-day learning, the more effective it is.

Conclusion: Creating a Future-Ready Learning Space

Setting up a successful ICT lab is about much more than assembling technology. It’s about building a space where students can explore, innovate, and develop essential skills for the digital world. When designed with purpose and supported by the right people and tools, an ICT lab becomes a cornerstone of modern education.

Whether your school is starting from scratch or upgrading an existing setup, keeping these essentials in mind will help ensure that the lab becomes a vibrant, productive, and future-ready environment for all learners.

[wayvidalearning]

The Best Online Course Creation Platform for Educators and Coaches—Why Teachers and Creators Prefer Wayvida 

The way we teach and learn has transformed significantly in recent years. Classrooms are no longer the only space for knowledge sharing. For educators, coaches, and content creators aiming to grow beyond traditional methods, finding the best online course creation platform is more important than ever.  

Why Educators Need the Best Online Course Creation Platform 

In today’s digital-first world, relying on fragmented tools or outdated teaching methods limits your growth. Coaches, teachers, and creators now need comprehensive platforms that bring everything—course design, student engagement, content delivery, and monetization—under one roof. That’s exactly what the best online course creation platform offers. 

Whether you're starting from scratch or moving your offline sessions online, the right platform should simplify the process. Wayvida is built with educators in mind, providing AI tools to streamline course creation, offer personalized suggestions, and enhance student engagement. 

Why Wayvida Stands Out for Coaches and Educators 

Wayvida isn’t just another platform; it’s a complete ecosystem. As one of the best online teaching platforms, it empowers coaches—be it fitness trainers, language tutors, career mentors, or life coaches—to expand their reach and build sustainable digital businesses. 

Here’s what makes Wayvida the best online course creation platform for coaches: 

No tech skills needed: Set up your course in minutes with a simple, user-friendly interface. 

Full control over pricing and content: Create once and sell repeatedly with lifetime access options. 

Flexible earning opportunities: Add coupons, direct payment options, and upsell features. 

Time-saving automation: From content structuring to quiz creation, AI takes care of repetitive tasks. 

With Wayvida, your courses generate income beyond live sessions, freeing up time to focus on growing your coaching brand. 

Features That Make Wayvida a Leading Online Teaching Platform 

A truly effective online teaching platform does more than host content—it supports your entire teaching journey. Unlike basic LMS systems, Wayvida integrates every essential tool for success: 

Interactive course builders 

Live class hosting 

Student progress tracking 

Automated assessments 

Marketing and sales tools 

These features help you stay organized, connect better with students, and grow faster—all from a single dashboard. No more juggling multiple apps to manage your teaching business. 

How to Sell Courses Online with Wayvida 

If you're looking to sell courses online, the first step is choosing a platform that supports your goals. Wayvida offers end-to-end solutions: 

Design and launch courses easily 

Promote your brand with built-in marketing tools 

Accept payments directly and securely 

Track course performance with real-time analytics 

Whether you're a coach, educator, or content creator, Wayvida simplifies the process so you can focus on delivering value and earning consistently. 

Why AI-Powered Online Teaching Platforms Are the Future 

The rise of AI-powered online teaching platforms like Wayvida marks a new era in education. These smart systems don’t just facilitate teaching—they optimize it. From automating content creation to analyzing student data, AI allows educators to work smarter and deliver better results. 

Wayvida’s AI features include: 

Smart course structuring and lesson planning 

Automatic quiz and assignment generation 

Personalized learning paths for students 

Insightful analytics to improve teaching methods 

These tools reduce your workload while boosting the quality of your courses. 

Ready to Teach Smarter and Earn More? 

If you're ready to grow your digital teaching brand, Wayvida is the best online course creation platformsto help you succeed. Designed for modern educators, it offers everything you need to create, teach, and earn—all in one intuitive platform. 

Start your journey with Wayvida today and experience how easy it is to teach online, build your brand, and earn a steady income from your expertise. 

Read the full blog here: Best Online Course Creation Platform for Coaches—Why Teachers and Content Creators Are Choosing Wayvida 

[quizmaker]

Simplify Assessments with Quiz Tools

In today’s fast-paced digital classrooms, teachers constantly seek innovative ways to assess student understanding effectively. One of the most efficient tools available today is the online quiz generator for teachers. These platforms streamline the creation of quizzes, saving time and offering a more engaging way to test knowledge. Whether it's formative assessment or review practice, quiz tools play a vital role in modern teaching strategies.

The Rise of Digital Assessments

As classrooms embrace technology, traditional pen-and-paper testing methods are gradually giving way to online assessments. Online quizzes are not only convenient but also customizable to suit different learning levels and styles. With features like instant feedback, automated grading, and performance tracking, teachers can gain a deeper insight into student progress.

The integration of online quizzes has become a norm in blended learning environments and flipped classrooms. Educators use them to evaluate pre-class understanding, conduct mid-lesson checks, or reinforce post-lesson comprehension. This flexibility makes them indispensable in both in-person and remote teaching contexts.

Why Use an Online Quiz Generator for Teachers

An online quiz generator for teachers allows educators to create quizzes quickly and efficiently. These platforms offer various question formats, such as multiple choice, true/false, short answer, and matching. Teachers can choose from existing templates or build quizzes from scratch tailored to their curriculum.

Most quiz generators come with user-friendly interfaces, making it easy even for less tech-savvy teachers to adopt. Additionally, these tools often include options to embed images, videos, or links, which enhances the interactivity and engagement level of the quiz.

Security settings and time limits can also be configured, allowing the quizzes to serve as low-stakes reviews or formal assessments. For teachers managing multiple classes, the ability to assign quizzes across different groups simultaneously can significantly ease administrative workload.

Choosing the Right Online Quiz Creator for Teachers

When selecting an online quiz creator for teachers, several factors should be considered. Look for platforms that provide a range of question types and multimedia support. It's essential to ensure the tool integrates well with your school's existing learning management system (LMS) for seamless workflow.

Data analytics is another critical feature. A quality quiz creator will offer detailed reports on student performance, helping educators identify trends, gaps in understanding, and individual learning needs. The ability to download or export results can be useful for record-keeping and parent-teacher conferences.

Ease of use is equally important. Teachers should be able to build, share, and monitor quizzes without needing extensive training. Responsive customer support and clear tutorials can make a big difference in the adoption rate of a quiz platform.

Enhancing Student Learning Experience

Online quizzes not only benefit teachers but also enhance the student learning experience. With immediate feedback, students can learn from their mistakes and reinforce concepts more effectively. They can also retake quizzes, practice repeatedly, and gain confidence in the subject matter.

Interactive quizzes can include gamified elements such as timers, scores, and visual cues, making learning more enjoyable and motivating. This approach encourages active participation and can even lead to improved academic performance.

Moreover, the accessibility of online quizzes means students can complete them from any device, at any time, allowing for more flexibility in learning and assessment.

The growing popularity of tools like online quiz generator for teachers and online quiz creator for teachers highlights their effectiveness in today’s educational environment. From time-saving features to enhanced learning outcomes, these platforms offer countless benefits to educators and students alike. 

[webigg02]

SaaS Development Services – Scalable Solutions by Webigg Technology

In an era where agility, scalability, and remote access are critical, SaaS (Software as a Service) has become the backbone of modern software delivery. Whether you're building a new digital product, transforming your legacy app, or launching a subscription-based platform, Webigg Technology offers expert SaaS Development Services tailored to drive your business forward.

🚀 What is SaaS Development?

SaaS Development involves building cloud-based applications that users can access over the internet on a subscription or pay-as-you-go basis — no installations, no hardware worries.

With SaaS, everything is:

Hosted on the cloud

Easily accessible via browser

Automatically updated

Scalable on demand

From CRMs and ERPs to booking platforms and billing systems — SaaS is the future of software delivery, and Webigg Technology is here to help you build it right.

🔧 What We Offer at Webigg Technology

As a trusted technology partner for startups and enterprises, we specialize in end-to-end SaaS application development, from ideation to deployment and scaling.

💡 SaaS Product Consulting

We help you refine your idea, define technical architecture, choose the right tech stack, and build a scalable roadmap for your SaaS product.

🧩 Custom SaaS Application Development

Whether you're creating a B2B tool, CRM, LMS, inventory system, or multi-tenant ERP, we build your product from scratch — clean, scalable, and secure.

🛠️ API & Third-Party Integrations

We integrate popular payment gateways, CRMs, communication APIs, and analytics platforms to enhance your SaaS functionality.

🌐 Multi-Tenant Architecture

Develop SaaS products with multi-tenancy so you can manage multiple clients, users, or companies under one centralized platform.

🔐 Security & Compliance

Your SaaS will be designed with secure login, data encryption, role-based access, and compliance with data protection standards like GDPR.

📊 Analytics & Reporting

Get built-in dashboards and custom reports to track usage, performance, sales, and customer behavior — helping you make data-driven decisions.

🧠 Why Choose Webigg Technology for SaaS?

✔️ Proven Track Record of successful SaaS products ✔️ Skilled Team of PHP, Laravel, React, Node.js, and cloud experts ✔️ Agile Development Approach for faster go-to-market ✔️ Custom UI/UX Design tailored to your brand and users ✔️ Ongoing Maintenance & Scaling Support

🏢 SaaS Use Cases We Serve

We’ve developed SaaS applications for industries including:

Housekeeping & Facility Management

Equipment Rental & Tracking

Healthcare & Wellness Platforms

HR & Payroll Systems

Billing, Invoicing & CRM Software

Cooperative Housing Societies

Inventory & Vendor Management

Whether you’re a startup building your MVP or an enterprise productizing internal tools — we’ve got your back.

📈 Scale Smarter with SaaS

SaaS isn’t just software — it’s a business model, a growth engine, and a game-changer. At Webigg Technology, we don’t just write code — we build software businesses.

Let’s turn your SaaS idea into a reality that scales — beautifully, securely, and profitably.

📞 Contact Webigg Technology today for a free SaaS consultation or demo.

For more details on our products and services, please feel free to visit us at: Internet Marketing Services, Content Marketing Services, Reputation Management, Search Engine Optimization & Social Media Optimization.

Please feel free to visit us at:https://webigg.com/

[mathslear]

BYITC Education Franchise Reality: Invest in the Future

What You Get from BYITC Education Franchise:

Let’s be real – running a profitable education franchise takes dedication and effort from both sides. You manage the setup and day-to-day of your centers, while we provide the expert education and resources that make a real impact. It’s a win-win! When you invest in a BYITC education franchise, you gain access to:

Book Your Free Trial Today!

https://supermaths.co.uk/book-a-trial/

1. World-Class Software and Tools

Our state-of-the-art software makes learning interactive, engaging, and effective, giving your students the tools they need to succeed while offering you the technology edge that differentiates your business from competitors.

2. Proven Business Model

BYITC Supermaths offers a proven, scalable business model that’s easy to implement, reducing the risks of starting a business from scratch. You’ll be supported every step of the way with clear guidelines and training to ensure success.

3. Exceptional Support & Training

We believe in transparency and collaboration, providing our franchisees with comprehensive training, marketing assistance, and ongoing support to ensure you meet your business goals. From the initial setup to ongoing operations, we’re with you at every stage.

4. A Range of High-Demand Subjects

Our curriculum focuses on some of the most in-demand subjects in today’s education landscape, offering students, aged 4 – 17 years, the tools they need to succeed in the modern world. The subjects include:

● English – Building strong communication skills and literacy foundations. ● Abacus Maths – Enhancing mental arithmetic and mathematical problem-solving skills. ● Coding – Introducing children to the world of programming and developing critical technical skills. ● Science – Integrating interactive learning with simplified concepts and our virtual lab experiments for kids. ● Cyber Security – Teaching digital responsibility and the importance of online safety. ● 11+ Grammar Preparation – Helping students prepare for the crucial 11+ exams, paving the way for their academic success.

5. Multiple Revenue Streams

Our franchise model allows you to earn through multiple channels, including online classes, in-person workshops, and after-school programmes. The diverse revenue streams provide a high ROI and a rapid break-even point.

6. Flexible Business Opportunity

Whether you’re a homemaker, retiree, business enthusiast, teacher, or someone interested in the betterment of the future, the BYITC Supermaths Education Franchise offers flexibility to run your business part-time or full-time, depending on your lifestyle and goals.

7. Complete CRM and LMS Support

We provide our franchisees with full CRM (Customer Relationship Management) and LMS (Learning Management System) support, ensuring seamless operations, efficient student management, and an enhanced learning experience. Our systems help you track progress, manage enrollments, and optimise your business for success.

8. Exclusive Access to BYITC Events

As a franchise partner, your children can participate in our free BYITC-hosted events such as Olympiads, webinars, Inspire Awards, and more. These events provide valuable learning opportunities, recognition, and motivation for young learners.

9. Teaching Training Programme

We offer comprehensive teacher training support, equipping educators with the necessary skills, methodologies, and resources to deliver high-quality education effectively. This ensures consistency in teaching standards and enhances the overall learning experience for students.

Boons and Banes of the Tech World: Our Approach

In the digital age, it’s crucial to understand both the boons and banes of technology. While tech offers many advantages – such as engaging learning experiences and enhanced academic support – it also presents challenges, including distractions and cybersecurity risks. At BYITC Supermaths, we harness the boons of technology while addressing the banes:

● Digital Responsibility: We educate children on how to stay safe online and become digitally responsible.

● Balanced Screen Time: We promote healthy screen time habits, encouraging children to engage in physical activity and offline learning.

● Critical Thinking & Problem-Solving: We focus on developing essential skills like critical thinking and creative problem-solving, helping students prepare for the challenges of tomorrow’s digital world.

Creating a Happier Learning Atmosphere

At BYITC Supermaths, we’re not just focused on academics. We’re committed to creating a happier, more engaging learning atmosphere, where children feel excited to learn and confident in their abilities. Our aim is to build future leaders who are not just academically skilled but are also emotionally and socially intelligent.

● Interactive and Fun Lessons: Our lessons are designed to be engaging, ensuring that children enjoy their learning journey.

● Confidence Building: We help students develop a strong sense of self-confidence, making them feel empowered to take on any challenge.

● Holistic Growth: Our focus is not just on academic success but also on inculcating life skills that prepare students for a bright future.

Transparency: The Key to Our Partnership

At BYITC Supermaths, we value transparency in all aspects of our business. When you become a franchisee, you’ll have clear expectations, ongoing support, and regular opportunities to track and improve your progress. We believe in open communication and a collaborative approach, ensuring that both franchisee and franchisor thrive together.

Are You In? Our Education Franchise is Your Choice!

Now is the time to invest in a future-ready business that makes a real difference in children’s lives and offers financial success. Our education franchise provides everything you need to get started – from top-quality software to extensive support – we’ll be with you every step of the way. Ready to become an education franchise owner?

Let’s shape happier, smarter, and lucrative futures together!

Originally Published at:

https://www.byitc.org/byitc-education-franchise-reality-invest-in-the-future/

[callofdutymobileindia]

Education Franchise Owner Opportunities for Working Professionals in India

In today’s rapidly evolving economy, more working professionals in India are seeking ways to secure a second income, achieve work-life balance, or transition into meaningful entrepreneurship. One standout opportunity gaining popularity is becoming an education franchise owner. With India’s booming EdTech sector and increasing demand for high-quality, accessible education, the timing couldn’t be better.

If you're a working professional dreaming of business ownership without giving up your day job (at least initially), this blog will walk you through why Education Franchise Owner Opportunities in India are ideal, what the key benefits are, and how to get started with minimal risk.

Why Working Professionals Are Turning to Education Franchises?

For many, corporate life comes with its share of burnout, limitations on growth, and lack of purpose. Education, on the other hand, offers an industry that is both profitable and purposeful. As a franchise owner in the education space, you get the rare chance to earn while making a meaningful impact in people’s lives.

Here are a few reasons working professionals are embracing the education franchise model:

1. Flexible Business Ownership

Most modern education franchises—especially online or hybrid models—don’t require you to quit your job. You can run them part-time or with minimal supervision by hiring coordinators or using automated learning platforms.

2. Proven Systems and Support

Unlike starting a business from scratch, franchises offer plug-and-play systems. You receive branding, training, marketing materials, a digital platform, and ongoing support from the parent company.

3. Purpose-Driven Career Shift

Many professionals seek careers with impact. As an education franchise owner, you contribute directly to skill development, youth empowerment, and academic success.

4. Scalable Income Potential

Franchise businesses can become passive income streams. Once established, you can scale across multiple cities, offer additional programs, or even manage multiple centers.

Benefits of Becoming an Education Franchise Owner (While Working Full-Time)

✅ 1. Low Entry Barrier

You don’t need a background in education to get started. The franchisor provides training and tools to make you business-ready. Many models offer a low initial investment starting from ₹3–5 lakhs.

✅ 2. Brand Leverage

Established franchises already have trust, student testimonials, and digital visibility. You won’t need to build your brand from scratch—just localize and promote.

✅ 3. Automated Operations

Modern education businesses operate through LMS platforms, pre-recorded videos, chatbots, and dashboards. This reduces your daily operational time significantly.

✅ 4. Remote & Hybrid Models

Some education franchises can be run entirely online, while others are hybrid—blending online content with offline engagement. You can choose what fits your schedule.

✅ 5. High Social Value

Unlike other industries, education garners respect, purpose, and recognition. You’ll be empowering the next generation while building a sustainable income source.

Real-Life Example: The Working Professional Turned Franchise Owner

Meet Anjali Sharma, a 34-year-old HR executive from Pune. She always had a passion for youth mentoring but wasn’t ready to quit her job. After months of research, she invested in a hybrid skill development franchise.

Within 9 months, Anjali’s center was running 3 programs: digital marketing, communication skills, and job readiness for final-year students. She hired a small team to manage classes and focused on weekend outreach. Today, she has over 200 active learners and is considering launching in a second city.

Steps to Get Started as an Education Franchise Owner

Here’s a simplified path for working professionals who want to transition into education entrepreneurship:

Identify Your Niche: Decide between academic, vocational, online, or exam-focused models.

Set a Budget: Choose a franchise with an investment range and business model that fits your capital.

Explore Franchisors: Request brochures, ROI models, and demo sessions from shortlisted brands.

Finalize & Sign Agreement: Ensure legal and operational clarity before signing the franchise contract.

Undergo Training: Get trained in operations, student onboarding, marketing, and course delivery.

Soft Launch: Start with a pilot batch, build testimonials, and leverage word-of-mouth and local digital ads.

Scale Gradually: Once processes are stable, expand offerings or duplicate in another region.

Final Thoughts

Education is one of the most recession-proof, meaningful, and rapidly growing sectors in India. For working professionals, Education Franchise Owner Opportunities provide the ideal bridge between job security and entrepreneurial ambition.

With flexible models, automation, low capital entry, and high impact, it’s an excellent way to future-proof your career, diversify your income, and transition into a business that transforms lives.

Whether you're in IT, HR, finance, teaching, or consulting—if you’re looking for a fulfilling side hustle (or long-term exit from the 9-to-5 grind), education franchising is worth your attention in 2025.

[jprie]

    Hands-On Full-Stack Developer Projects Course

    Hands-On Full-Stack Developer Projects Course

This practical course is designed for learners to gain full-stack development skills through project-based learning. Each module is centered around building real-world applications, allowing participants to apply front-end, back-end, and database technologies in a cohesive manner.

Course Structure and Projects

1. Project 1: Portfolio Website

Skills Covered:

HTML5, CSS3, and JavaScript basics.

Responsive design with Bootstrap or Tailwind CSS.

Hosting on GitHub Pages or Netlify.

Outcome:A personal portfolio showcasing your skills and projects.

2. Project 2: Blogging Platform

Skills Covered:

Front-end: React or Angular for dynamic interfaces.

Back-end: Node.js with Express for API creation.

Database: MongoDB or PostgreSQL for content storage.

Outcome:A platform for creating, editing, and publishing blog posts with user authentication.

3. Project 3: E-Commerce Website

Skills Covered:

Building product pages with filters and sorting options.

User registration, authentication, and session management.

Payment gateway integration (e.g., Stripe or PayPal).

Outcome:A functional online store with a cart and checkout process.

4. Project 4: Social Media App

Skills Covered:

Real-time chat using WebSockets.

Image uploads and processing.

Notifications and activity feeds.

Outcome:A social media platform with profiles, posts, and messaging capabilities.

5. Project 5: Task Management Tool

Skills Covered:

Full CRUD operations for tasks and projects.

Role-based access control (Admin/User).

Deployment on cloud platforms like AWS or Heroku.

Outcome:A productivity app with task tracking, reminders, and team collaboration.

6. Project 6: Movie/TV Show Database

Skills Covered:

API integration with third-party data providers (e.g., TMDB API).

Advanced search functionality and recommendations.

Optimizing performance for large datasets.

Outcome:An interactive application for browsing and reviewing movies or TV shows.

7. Capstone Project: Custom Enterprise Solution

Participants choose a real-world problem to solve and build an end-to-end application using learned technologies. Examples:

Learning Management System (LMS).

Inventory Management System.

Multi-tenant SaaS Application.

Who Should Enroll?

Beginners eager to learn through real-world application building.

Developers transitioning to full-stack roles.

Professionals seeking a project portfolio to showcase during job applications.

Key Features

Hands-On Practice: Learn by building projects from scratch.

Portfolio-Ready Outputs: Projects designed to impress employers.

Team Collaboration: Optional group projects to mimic real-world work environments.

Mentorship: Expert guidance during project development.

Course Duration:

12–16 weeks (flexible schedule).

Technologies Used:

Front-End: HTML, CSS, JavaScript, React, Angular, or Vue.js.

Back-End: Node.js, Express, or Django.

Database: MySQL, MongoDB, or PostgreSQL.

Version Control: Git and GitHub.

Deployment: Netlify, Heroku, or AWS.

   Fullstack course in chennai

Full Stack developer course in chennai

Fullstack development course in chennai

[llumoaiworld]

{RAG vs.Fine-Tuning}: Which Approach Delivers Better Results for LLMs?

Imagine you’re building your dream home. You could either renovate an old house, making changes to the layout, adding new features, and fixing up what’s already there (Fine-Tuning), or you could start from scratch, using brand-new materials and designs to create something totally unique (RAG). In AI, Fine-Tuning means improving an existing model to work better for your specific needs, while Retrieval-Augmented Generation (RAG) adds external information to make the model smarter and more flexible. Just like with a home, which option {RAG vs.Fine-Tuning} you choose depends on what you want to achieve. Today, we’ll check out both the approaches to help you decide which one is right for your goals. 

What Is LLM?

Large Language Models (LLMs) have taken the AI world by storm, capable of generating different types of content, answering queries, and even translating languages. As they are trained on extensive datasets, LLM showcase incredible versatility but they often struggle with outdated or context-specific information, limiting their effectiveness.

Key Challenges with LLMs:

LLMs can sometimes provide incorrect answers, even when sounding confident.

They may give responses that are off-target or irrelevant to the user's question.

LLMs rely on fixed datasets, leading to outdated or vague information that misses user specifics.

They can pull information from unreliable sources, risking the spread of misinformation.

Without understanding the context of a user’s question, LLMs might generate generic responses that are not helpful.

Different fields may use the same terms in various ways, causing misunderstandings in responses.

LLUMO AI's Eval LM makes it easy to test and compare different Large Language Models (LLMs). You can quickly view hundreds of outputs side by side to see which model performs best, and deliver accurate answers quickly, without losing quality.

How RAG Works?

Retrieval-augmented generation (RAG) is used to merge the strengths of generative models with retrieval-based systems. It retrieves relevant documents or data from an external database,websites or from any reliable source to enhance its responses and produce outputs not only accurate but also contextually latest and relevant.

A customer support chatbot that uses RAG, suppose a user asks about a specific product feature or service, the chatbot can quickly look up related FAQs, product manuals, and recent user reviews in its database. Combining this information creates a response that is latest, relevant, and helpful.

How RAG tackle LLM Challenges?

Retrieval-Augmented Generation (RAG) steps in to enhance LLMs and tackle these challenges:

Smart Retrieval: RAG first looks for the most relevant and up-to-date information from reliable sources, ensuring that responses are accurate.

Relevant Context: By giving the LLM specific, contextual data, RAG helps generate answers that are not only correct but also tailored to the user’s question.

Accuracy: With access to trustworthy sources, RAG greatly reduces the chances of giving false or misleading information, improving user trust.

Clarified Terminology: RAG uses diverse sources to help the LLM understand different meanings of terms, and minimizes the chances of confusion.

RAG turns LLMs into powerful tools that deliver precise, latest, and context-aware answers. This leads to better accuracy and consistency in LLM outputs. Think of it as a magic wand for today’s world, providing quick, relevant, and accurate answers right when you need them most.

How Fine-tuning Works?

Fine-tuning is a process where a pre-trained language model is adapted to a dataset relevant to a particular domain. It is particularly effective when you have a large amount of domain-specific data, allowing the model to perform exceptionally on that particular task. This process not only reduces computational costs but also allows users to tackle advanced models without starting from scratch. 

A medical diagnosis tool designed for healthcare professionals. By fine-tuning a LLM on a dataset of patient records and medical literature, the model can learn that particular medical terminology and generate insights based on specific symptoms. For example, when a physician inputs symptoms, the fine-tuned model can offer potential diagnoses and treatment options tailored to that specific context. 

How Fine-Tuning Makes a Difference in LLM 

Fine-tuning is a powerful way to enhance LLMs and tackle these challenges effectively:

Tailored Training: Fine-tuning allows LLMs to be trained on specific datasets that reflect the specific  information they’ll need to provide. This means they can learn the most relevant knowledge of the particular.

Improved Accuracy: By focusing on the right data, fine-tuning helps LLMs to deliver more precise answers that directly address user questions, and reduces the chances of misinformation.

Context Awareness: Fine-tuning helps LLMs to understand the context better, so they can generate most relevant and appropriate  responses.

Clarified Terminology: With targeted training, LLMs can learn the nuances of different terms and phrases, helping them avoid confusion and provide clearer answers.

Fine-tuning works like a spell, transforming LLMs into powerful allies that provide answers that are not just accurate, but also deeply relevant and finely attuned to context. This enchanting enhancement elevates the user experience to new heights, creating a seamless interaction that feels almost magical.

How can LLumo AI help you?

In {RAG vs.Fine-Tuning}, LLUMO can help you gain complete insights on your LLM outputs and customer success using proprietary framework- Eval LM. To use LLumo Eval LM and evaluate your prompt output to generate insights needs follow these steps:

Step 1: Create a New Playground

Go to the Eval LM platform.

Click on the option to create a new playground. This is your workspace for generating and evaluating experiments.

Step 2: Choose How to Upload Your Data

In your new playground, you have three options for uploading your data:

Upload Your Data:

Simply drag and drop your file into the designated area. This is the quickest way to get your data in.

Choose a Template:

Select a template that fits your project. Once you've chosen one, upload your data file to use it with that template.

Customize Your Template:

If you want to tailor the template to your needs, you can add or remove columns. After customizing, upload your data file.

Step 3: Generate Responses

After uploading your data, click the button to run the process. This will generate responses based on your input.

Step 4: Evaluate Your Responses

Once the responses are generated, you can evaluate them using over 50 customizable Key Performance Indicators (KPIs).

You can define what each KPI means to you, ensuring it fits your evaluation criteria.

Step 5: Set Your Metrics

Choose the evaluation metrics you want to use. You can also select the language model (LLM) for generating responses.

After setting everything, you'll receive an evaluation score that indicates whether the responses pass or fail based on your criteria.

Step 6: Finalize and Run

Once you’ve completed all the setup, simply click on “Run.”

Your tailored responses are now ready for your specific niche!

Step 6: Evaluate you Accuracy Score

After generating responses, you can easily check how accurate they are. You can set your own rules to decide what counts as a good response, giving you full control over accuracy.

Why Choose Retrieval-Augmented Generation (RAG) in  {RAG vs.Fine-Tuning}?

On a frequent basis, AI developers used to face challenges like data privacy, managing costs, and delivering accurate outputs. RAG effectively addresses these by offering a secure environment for data handling, reducing resource requirements, and enhancing the reliability of results. By choosing RAG over fine-tuning in  {RAG vs.Fine-Tuning},companies can not only improve their operational efficiency but also build trust with their users through secure and accurate AI solutions.

While choosing  {RAG vs.Fine-Tuning}, Retrieval-Augmented Generation (RAG) often outshines fine-tuning. This is primarily due to its security, scalability, reliability, and efficiency. Let's explore each of these with real-world use cases.

Data Security and Data Privacy

One of the biggest concerns for AI developers is data security. With fine-tuning, the proprietary data used to train the model becomes part of the model’s training set. This means there’s a risk of that data being exposed, potentially leading to security breaches or unauthorized access. In contrast, RAG keeps your data within a secured database environment.

Imagine a healthcare company using AI to analyze patient records. By using RAG, the company can pull relevant information securely without exposing sensitive patient data. This means they can generate insights or recommendations while ensuring patient confidentiality, thus complying with regulations like HIPAA.

Cost-Efficient and Scalable

Fine-tuning a large AI model takes a lot of time and resources because it needs labeled data and a lot of work to set up. RAG, however, can use the data you already have to give answers without needing a long training process. For example, an e-commerce company that wants to personalize customer experiences doesn’t have to spend weeks fine-tuning a model with customer data. Instead, they can use RAG to pull information from their existing product and customer data. This helps them provide personalized recommendations faster and at a lower cost, making things more efficient.

Reliable Response 

The effectiveness of AI is judged by its ability to provide accurate and reliable responses. RAG excels in this aspect by consistently referencing the latest curated datasets to generate outputs. If an error occurs, it’s easier for the data team to trace the source of the response back to the original data, helping them understand what went wrong.

Take a financial advisory firm that uses AI to provide investment recommendations. By employing RAG, the firm can pull real-time market data and financial news to inform its advice. If a recommendation turns out to be inaccurate, the team can quickly identify whether the error stemmed from outdated information or a misinterpretation of the data, allowing for swift corrective action.

Let’s Check Out the Key Points to Evaluate  {RAG vs.Fine-Tuning}

Here’s a simple tabular comparison between Retrieval-Augmented Generation (RAG) and Fine-Tuning:

Feature

Retrieval-Augmented Generation (RAG)

Fine-Tuning

Data Security

Keeps proprietary data within a secured database.

Data becomes part of the model, risking exposure.

Cost Efficiency

Lower costs by leveraging existing data; no training required.

Resource-intensive, requiring time and compute power.

Scalability

Easily scalable as it uses first-party data dynamically.

Scaling requires additional training and resources.

Speed of Implementation

Faster to implement; no lengthy training process.

Slower due to the need for extensive data preparation.

Accuracy of Responses

Pulls from the latest data for accurate outputs.

Performance may vary based on training data quality.

Error Tracking

Easier to trace errors back to specific data sources.

Harder to identify where things went wrong.

Use Case Flexibility

Adapts quickly to different tasks without retraining.

Best for specific tasks but less adaptable.

Development Effort

Requires less human effort and time.

High human effort needed for labeling and training.

Summing Up

Choosing between {RAG vs.Fine-Tuning},ultimately depends on your specific needs and resources. RAG is time and again the better option because it keeps your data safe, is more cost-effective, and can quickly adapt the latest information. This means it can provide accurate and relevant answers based on the latest data, which keeps you update.

On the other hand, Fine-Tuning is great for specific tasks but can be resource-heavy and less flexible. It shines in niche areas, but it doesn't handle changes as well as RAG does. Overall, RAG usually offers more capabilities for a wider range of needs. With LLUMO AI’s Eval LM, you can easily evaluate and compare model performance, helping you optimize both approaches. LLUMO’s tools ensure your AI delivers accurate, relevant results while saving time and resources, regardless of the method you choose

[technoschool]

Preparing Students for the Future with ICT Education

In today’s world, technology is everywhere. From workplaces to homes, it influences how we live, learn, and grow. For students, understanding technology is no longer optional—it is essential for success. This is why Information and Communication Technology (ICT) education has become a vital part of modern classrooms.

By introducing ICT tools and resources in schools, students develop practical skills, learn to think critically, and prepare for future careers. ICT education also makes learning more interactive and engaging, helping students stay curious and motivated.

Let’s explore how ICT education is preparing students for the future and how schools can take advantage of this opportunity to build a generation of confident, future-ready learners.

1. Why ICT Education Matters for Students

The digital age has changed the way we work and learn. Employers today look for candidates with technological skills, problem-solving abilities, and creativity. ICT education in schools ensures that students develop these skills early on.

When students learn to use tools like computers, coding software, and digital platforms, they gain confidence in technology. This not only prepares them for higher education but also for careers in industries like IT, engineering, healthcare, and more.

Partnering with an ICT Education Provider for Schools in India gives schools access to the latest tools, technologies, and training programs. These resources help students learn skills that are relevant to real-world situations.

2. Enhancing the Classroom Experience with ICT

ICT tools make classrooms more engaging and interactive. Traditional teaching methods often rely on textbooks, which may not keep students interested. With ICT, teachers can use videos, animations, presentations, and online activities to bring lessons to life.

For example, a biology lesson on the human body can be much more exciting when students explore 3D models or watch animated explanations. Similarly, complex math problems become easier to understand when teachers use visual simulations.

ICT tools also allow students to learn at their own pace. If a student needs extra help, they can use digital resources like tutorials, e-books, or online exercises. This personalized learning approach ensures every student gets the attention they need to succeed.

Working with a top ICT provider in school gives teachers access to tools like smartboards, learning management systems (LMS), and assessment software. These tools simplify teaching and allow educators to focus on helping students grow.

3. Building 21st-Century Skills

To succeed in the future, students need more than just academic knowledge. They need 21st-century skills like problem-solving, critical thinking, teamwork, and digital literacy. ICT education helps students develop these skills through hands-on learning experiences.

For instance, activities like coding and robotics teach students how to analyze problems, think logically, and develop creative solutions. Group projects using digital tools help students improve communication and teamwork.

By using technology in classrooms, schools prepare students for real-world challenges. They learn to adapt to new technologies, think outside the box, and work with others—all skills that are essential for the future workforce.

4. Preparing Students for Future Careers

Technology is at the heart of most modern careers. Industries like software development, data analysis, artificial intelligence, and digital marketing require strong technological skills. ICT education helps students build a solid foundation in these areas, making them career-ready.

For example, learning basic programming languages like Python or Scratch helps students understand how software and apps are created. Similarly, working on robotics projects teaches students about engineering concepts and problem-solving.

By introducing these skills at an early age, schools help students discover their interests and talents. This prepares them to pursue higher education or careers in technology fields.

Adopting an ICT Solution for Schools in India ensures that students get access to the latest tools and learning resources. These solutions provide a strong platform for schools to nurture future innovators and leaders.

5. Making Learning Accessible to Everyone

One of the most significant advantages of ICT education is that it makes learning accessible to all students, no matter where they are. In India, students from rural or underdeveloped areas often struggle to access quality education. ICT tools help bridge this gap.

With online learning platforms, virtual classrooms, and digital resources, students can access the same quality education as those in urban schools. This ensures every child has an equal opportunity to learn, grow, and succeed.

ICT education also supports students with different learning needs. Visual, auditory, and hands-on resources allow each child to learn in the way that works best for them.

6. Empowering Teachers with Better Tools

ICT education benefits not just students but also teachers. Technology helps teachers deliver lessons more effectively and manage classrooms efficiently.

For example, smartboards and interactive tools make teaching more engaging, while learning management systems (LMS) allow teachers to track student progress and share assignments seamlessly. Teachers can also access online training programs to improve their skills and stay updated with new teaching methods.

When teachers are equipped with the right tools, they can inspire and guide students to perform better. ICT solutions help schools create an environment where teachers and students can work together to achieve better learning outcomes.

7. Encouraging Innovation and Creativity

ICT education encourages students to think creatively and explore new ideas. Whether it’s building a simple robot, designing a game, or creating a digital presentation, students get the opportunity to experiment, innovate, and learn by doing.

These activities not only make learning fun but also help students develop important skills like perseverance and logical thinking. They learn that failure is a part of the learning process and that problem-solving leads to success.

By creating a culture of innovation, schools empower students to tackle real-world challenges with confidence and creativity.

Conclusion

ICT education is the key to preparing students for a technology-driven future. It equips them with essential skills, transforms classroom learning, and opens doors to future career opportunities. Schools that embrace ICT empower their students to think critically, adapt to change, and succeed in any path they choose.

By partnering with trusted ICT providers, schools can access the tools, resources, and training they need to deliver high-quality ICT education. This not only benefits students but also helps teachers create a more engaging and effective learning environment.

Investing in ICT education today ensures a brighter future for students, helping them become confident, skilled, and ready to lead in a world powered by technology.

FAQS

1. What is ICT education, and why is it important for students?ICT (Information and Communication Technology) education teaches students how to use digital tools, software, and technologies effectively. It is essential because it prepares students for the modern world by enhancing digital literacy, problem-solving, and critical thinking skills.

2. How does ICT education help students prepare for future careers?ICT education introduces students to technologies like coding, robotics, and data analysis, which are in high demand in today’s job market. By learning these skills early, students gain a strong foundation for careers in IT, engineering, artificial intelligence, and other technology-driven fields.

3. What tools and resources are used in ICT classrooms?ICT classrooms use tools like computers, smartboards, coding software, learning management systems (LMS), and online learning platforms. These resources make learning interactive, engaging, and accessible for all students.

4. How does ICT education improve the teaching process for educators?ICT tools help teachers deliver lessons effectively by providing multimedia resources, interactive platforms, and real-time student performance tracking. These tools allow teachers to personalize learning and manage classrooms more efficiently.

5. Why should schools partner with ICT solution providers in India?Partnering with ICT solution providers gives schools access to the latest technologies, tools, and professional guidance. This ensures high-quality ICT education, helping students develop essential skills for academic success and future careers.

[govindhtech]

AMD OLMo 1B Language Models Performance In Benchmarks

The First AMD 1B Language Models Are Introduced: AMD OLMo.

Introduction

Recent discussions have focused on the fast development of artificial intelligence technology, notably large language models (LLMs). From ChatGPT to GPT-4 and Llama, these language models have excelled in natural language processing, creation, interpretation, and reasoning. In keeping with AMD’s history of sharing code and models to foster community progress, we are thrilled to present AMD OLMo, the first set of completely open 1 billion parameter language models.

Why Build Your Own Language Models

You may better connect your LLM with particular use cases by incorporating domain-specific knowledge by pre-training and fine-tuning it. With this method, businesses may customize the model’s architecture and training procedure to fit their particular needs, striking a balance between scalability and specialization that may not be possible with off-the-shelf models. The ability to pre-train LLMs opens up hitherto unheard-of possibilities for innovation and product differentiation across sectors, especially as the need for personalized AI solutions keeps rising.

On a cluster of AMD Instinct MI250 GPUs, the AMD OLMo in-house trained series of language models (LMs) are 1 billion parameter LMs that were trained from scratch utilizing billions of tokens. In keeping with the objective of promoting accessible AI research, AMD has made the checkpoints for the first set of AMD OLMo models available and open-sourced all of its training information.

This project enables a broad community of academics, developers, and consumers to investigate, use, and train cutting-edge big language models. AMD wants to show off its ability to run large-scale multi-node LM training jobs with trillions of tokens and achieve better reasoning and instruction-following performance than other fully open LMs of a similar size by showcasing AMD Instinct GPUs’ capabilities in demanding AI workloads.

Furthermore, the community may use the AMD Ryzen AI Software to run such models on AMD Ryzen AI PCs with Neural Processing Units (NPUs), allowing for simpler local access without privacy issues, effective AI inference, and reduced power consumption.

Unveiling AMD OLMo Language Models

AMD OLMo is a set of 1 billion parameter language models that have been pre-trained on 16 nodes with four (4) AMD Instinct MI250 GPUs and 1.3 trillion tokens. It are making available three (3) checkpoints that correlate to the different training phases, along with comprehensive reproduction instructions:

AMD OLMo 1B: Pre-trained on 1.3 trillion tokens from a subset of Dolma v1.7.

Supervised fine-tuning (SFT) was performed on the Tulu V2 dataset in the first phase of AMD OLMo 1B, followed by the OpenHermes-2.5, WebInstructSub, and Code-Feedback datasets in the second phase.

AMD OLMo 1B SFT DPO: Using the UltraFeedback dataset and Direct Preference Optimization (DPO), this model is in line with human preferences.

With a few significant exceptions, AMD OLMo 1B is based on the model architecture and training configuration of the completely open source 1 billion version of OLMo. In order to improve performance in general reasoning, instruction-following, and chat capabilities, we pre-train using fewer than half of the tokens used for OLMo-1B (effectively halving the compute budget while maintaining comparable performance) and perform post-training, which consists of a two-phase SFT and DPO alignment (OLMo-1B does not carry out any post-training steps).

It generate a data mix of various and high-quality publically accessible instructional datasets for the two-phase SFT. All things considered, it training recipe contributes to the development of a number of models that outperform other comparable completely open-source models trained on publicly accessible data across a range of benchmarks.

AMD OLMo

Next-token prediction is used to train the AMD OLMo models, which are transformer language models that solely use decoders. Here is the model card, which includes the main model architecture and training hyperparameter information.

Data and Training Recipe

As seen in Figure 1, it trained the AMD OLMo series of models in three phases.

Stage 1: Pre-training

In order to educate the model to learn the language structure and acquire broad world knowledge via next-token prediction tasks, the pre-training phase included training on a large corpus of general-purpose text data. To selected 1.3 trillion tokens from the Dolma v1.7 dataset, which is openly accessible.

Stage 2: Supervised Fine-tuning (SFT)

In order to give its model the ability to follow instructions, to then improved the previously trained model using instructional datasets. There are two stages in this stage:

Stage 1: To start, it refine the model using the TuluV2 dataset, a high-quality instruction dataset of 0.66 billion tokens that is made publicly accessible.

Stage 2: To refine the model using a comparatively bigger instruction dataset, Open Hermes 2.5, in order to significantly enhance the instruction following capabilities. The Code-Feedback and WebInstructSub datasets are also used in this phase to enhance the model’s performance in the areas of coding, science, and mathematical problem solving. The total number of tokens in these databases is around 7 billion.

Throughout the two rounds, it carried out several fine-tuning tests with various dataset orderings and discovered that the above sequencing was most beneficial. To lay a solid foundation, the employ a relatively small but high-quality dataset in Stage 1. In Stage 2, it use a larger and more varied dataset combination to further enhance the model’s capabilities.

Stage 3: Alignment

Finally, it use the UltraFeedback dataset, a large-scale, fine-grained, and varied preference dataset, to further fine-tune it SFT model using Direct Preference Optimization (DPO). This improves model alignment and yields results that are in line with human tastes and values.

Results

It contrast AMD OLMo models with other completely open-source models of comparable scale that have made their training code, model weights, and data publicly available. TinyLLaMA-v1.1 (1.1B), MobiLLaMA-1B (1.2B), OLMo-1B-hf (1.2B), OLMo-1B-0724-hf (1.2B), and OpenELM-1_1B (1.1B) are the pre-trained baseline models that to utilized for comparison.

For general reasoning ability, compares pre-trained models to a variety of established benchmarks. To assess responsible AI benchmarks, multi-task comprehension, and common sense reasoning using Language Model Evaluation Harness. It assess GSM8k in an 8-shot setting, BBH in a 3-shot setting, and the other benchmarks in a zero-shot scenario out of the 11 total.

Using AMD OLMo 1B:

With less than half of its pre-training compute budget, the average overall general reasoning task score (48.77%) is better than all other baseline models and equivalent to the most recent OLMo-0724-hf model (49.3%).

Accuracy improvements on ARC-Easy (+6.36%), ARC-Challenge (+1.02%), and SciQ (+0.50%) benchmarks compared to the next best models.

To employed TinyLlama-1.1B-Chat-v1.0, MobiLlama-1B-Chat, and OpenELM-1_1B-Instruct, the instruction-tuned chat equivalents of the pre-trained baselines, to assess the chat capabilities. It utilized Alpaca Eval to assess instruction-following skills and MT-Bench to assess multi-turn conversation skills, in addition to Language Model Evaluation Harness to assess common sense reasoning, multi-task comprehension, and responsible AI benchmarks.

Regarding the comparison of previous instruction-tuned baselines with the adjusted and aligned models:

The model accuracy was improved by two phases SFT from the pre-trained checkpoint on average for almost all benchmarks, including MMLU by +5.09% and GSM8k by +15.32%.

Significantly better (+15.39%) than the next best baseline model (TinyLlama-1.1B-Chat-v1.0 at 2.81%) is AMD OLMo 1B SFT performance on GSM8k (18.2%).

SFT model’s average accuracy across standard benchmark is at least +2.65% better than baseline chat models. It is further enhanced by alignment (DPO) by +0.46%.

SFT model also outperforms the next-best model on the chat benchmarks AlpacaEval 2 (+2.29%) and MT-Bench (+0.97%).

How alignment training enables it AMD OLMo 1B SFT DPO model to function similarly to other conversation baselines on responsible AI assessment benchmarks.

Additionally, AMD Ryzen AI PCs with Neural Processing Units (NPUs) may also do inference using AMD OLMo models. AMD Ryzen AI Software makes it simple for developers to run Generative AI models locally. By maximizing energy efficiency, protecting data privacy, and allowing a variety of AI applications, local deployment of such models on edge devices offers a secure and sustainable solution.

Conclusion

With the help of an end-to-end training pipeline that runs on AMD Instinct GPUs and includes a pre-training stage with 1.3 trillion tokens (half the pre-training compute budget compared to OLMo-1B), a two-phase supervised fine-tuning stage, and a DPO-based human preference alignment stage, AMD OLMo models perform on responsible AI benchmarks on par with or better than other fully open models of a similar size in terms of general reasoning and chat capabilities.

Additionally, AMD Ryzen AI PCs with NPUs, which may assist allow a wide range of edge use cases, were equipped with the language model. The main goal of making the data, weights, training recipes, and code publicly available is to assist developers in reproducing and innovating further. AMD is still dedicated to delivering a constant flow of new AI models to the open-source community and looks forward to the advancements that will result from their joint efforts.

Read more on Govindhtech.com

[firstbitsolutions]

Which technology is used in web development?

Explore Your Path to Success in Web Development with FirstBit Solutions

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[lifeinapic]

A learning management system (LMS) is a great way for organizations to deliver training and educational materials to employees, students, and other users via a web-based platform.By creating your own LMS, you can save lots of time and money on training and education by automating these processes. But, how do you go about building a learning management system from scratch?This article will go over all the basics you need to know about LMS design and development to get you started down this rewarding path.What Is a Learning Management System and What Are the Benefits?Learning management systems are web-based applications or software programs used to store and deliver shared knowledge materials. They are often used by higher education institutions and enterprise corporations to manage the delivery of important resources, documents, and training to new students or employees.For example, businesses can use an LMS to optimize employee onboarding and ongoing training. This is especially beneficial when a company needs to train large numbers of employees to do similar tasks, such as for customer service or sales roles.Another common use case for learning management systems is for eLearning programs. An LMS allows educators to store, update, and deliver important educational materials, including course content, quizzes, tests, and other assignments.In short, learning management systems allow organizations to streamline, automate, and track educational and training processes, which leads to the more efficient student or employee development and success. A strong LMS frees up more time for the members of an organization to focus on working on and improving other areas, rather than on managing common knowledge delivery tasks.How To Create Your Own LMS From Scratch1. Use caseThe first step toward creating your first learning management system is to decide on its use case. Start by asking yourself what problem (or problems) you want the LMS to solve, and from here it will be easy to come up with a specific use case for the platform.For instance, do you want to use it to onboard new campaign managers at your marketing company by providing them with general company info and training courses specific to their new job? Or, do you want the LMS to allow professors at your college to more effectively teach online courses by providing coursework to students and tracking the results of assignments and tests?There are many possible use cases for an LMS, so make sure you have a clear one in mind for yours to guide its development.2. PlanningOnce you know the use case for your new LMS, start planning out exactly what functions you want it to do and what features you want it to have. Features and functions can (and should) get updated as you develop your LMS, but you should have a good general idea of everything you want it to do before you actually start building it.For example, you should decide what devices you want it to be accessible from, what the interface will look like, what types of reporting and analytics you want to be built into it, what integrations you want it to have, and other key features and functions.To help you plan your LMS, you should also come up with a list of specific repetitive tasks and processes that you want to automate in the platform. For instance, if you’re developing an LMS for a college or university, you might want to automate something like new student enrollment in courses. Or, if you’re building an LMS for a corporate business, you might want to automate something like a quarterly peer-review process.3. DevelopmentOnce you’ve planned out the features and use cases for your very own LMS, it’s time to start developing it. There are a few different ways to go about doing this.One option is to hire an individual developer or a team of developers to code everything from the ground up. However, this is typically going to be the most expensive and time-consuming option.If you want to get your learning management system up

and running faster and with a more limited budget, a better option is to use pre-made components to cut down on the raw coding work needed from developers.For example, you can incorporate a rich text editor, such as TinyMCE or any of the possible TinyMCE alternatives, into your LMS. A built-in rich text editor allows users, such as educators and subject matter experts, to add to, edit, and upgrade your LMS’s content — without relying on an IT team to code new content into the platform or requiring anyone to edit raw HTML.As your business grows and changes, you’ll also want to update your LMS accordingly. Having built-in no-code or low-code components, like a rich text editor, allows you to do so without going through the whole process of submitting change requests to a development team and waiting for them to incorporate your requests into the existing code. That’s why it’s ideal to build these components into your LMS right from the start — it can save you tons of time and money down the road!