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callofdutymobileindia · 4 days ago

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Top Skills You Will Learn in an Artificial Intelligence Course Online in India

Artificial Intelligence (AI) is transforming how we live, work, and solve complex problems. As industries increasingly adopt AI technologies to improve efficiency and innovation, the demand for AI professionals is growing rapidly. For learners across the country, enrolling in a certified Artificial Intelligence course online in India is a powerful way to gain the skills needed to break into this high-demand field—without having to relocate or quit their jobs.

But what exactly can you expect to learn in an online AI course? In this blog, we break down the top skills you’ll gain from a well-designed online Artificial Intelligence course in India and how they translate into real-world job readiness.

Why Choose an Online AI Course in India?

Before diving into the skillset, let’s understand why online AI courses are booming in India:

✅ Accessibility

Online courses break geographical barriers. You can learn AI from anywhere—whether you’re in Mumbai, Delhi, Kolkata, or a Tier-2 or Tier-3 city.

✅ Affordability

Online AI courses in India are often more cost-effective than traditional classroom programs, offering flexible payment plans or EMI options.

✅ Flexibility

Learn at your own pace, while balancing work, education, or family commitments. Most online courses offer recorded lectures, live doubt-clearing sessions, and weekend support.

✅ Industry-Relevant Curriculum

Leading institutions like the Boston Institute of Analytics offer AI courses online in India that include hands-on projects, expert mentorship, and placement support.

1. Python Programming for AI

Python is the most widely used programming language in Artificial Intelligence due to its simplicity and powerful libraries.

What You'll Learn:

Writing clean, efficient Python code

Using libraries like NumPy, Pandas, and Matplotlib

Data manipulation and basic automation

Debugging and script optimization

These skills form the foundation of any AI or machine learning task, and most online AI courses in India begin with Python basics.

2. Mathematics and Statistics for Machine Learning

Understanding the math behind AI allows you to develop better, more efficient models.

Topics Covered:

Linear algebra (matrices, vectors)

Probability and statistics

Calculus (derivatives, gradients)

Optimization techniques

Even though many tools automate this process, having strong mathematical intuition is essential for troubleshooting and fine-tuning your models.

3. Machine Learning Algorithms

Machine Learning (ML) is a core part of AI, and online AI courses in India dedicate entire modules to ML algorithms.

Algorithms You’ll Learn:

Linear and Logistic Regression

Decision Trees and Random Forest

K-Means Clustering

Naïve Bayes

Support Vector Machines (SVM)

Ensemble Methods (Bagging, Boosting)

You’ll not only learn how these algorithms work but also how to apply them to real datasets using Python.

4. Deep Learning and Neural Networks

Deep learning powers major advancements in speech recognition, computer vision, and language modeling.

Deep Learning Skills:

Basics of Artificial Neural Networks (ANN)

Convolutional Neural Networks (CNN) for images

Recurrent Neural Networks (RNN) for sequences

Frameworks: TensorFlow, Keras, and PyTorch

Training and fine-tuning deep learning models

Hands-on implementation of deep neural networks helps you move from theory to practical expertise.

5. Natural Language Processing (NLP)

With the rise of AI-powered chatbots, translators, and virtual assistants, NLP has become a must-have skill.

What You’ll Learn:

Text preprocessing (tokenization, lemmatization)

Sentiment analysis and opinion mining

Named Entity Recognition (NER)

Language models like BERT and GPT

Building your own chatbot or question-answering system

Online AI courses in India typically offer dedicated NLP projects to help learners build deployable applications.

6. Data Preprocessing and Feature Engineering

Before you train any model, the data needs to be cleaned and prepared. You’ll spend considerable time learning how to prepare high-quality datasets.

Skills Gained:

Handling missing values

Encoding categorical variables

Feature scaling and normalization

Outlier detection and removal

Feature extraction and transformation

Good data preprocessing is crucial for building accurate and reliable AI models.

7. Data Visualization and Storytelling

To communicate your AI results to stakeholders, you must present insights clearly and visually.

Tools and Techniques:

Matplotlib and Seaborn (Python libraries)

Plotly and Dash for interactive dashboards

Tableau (in some advanced courses)

Storytelling with data techniques for business impact

Effective communication of AI outcomes is a key skill, especially for AI roles in business analytics or product management.

8. Model Evaluation and Optimization

Knowing how to assess and improve your AI models separates good data scientists from great ones.

Key Topics:

Confusion matrix, precision, recall, F1 score

ROC-AUC curve analysis

Cross-validation techniques

Hyperparameter tuning (GridSearchCV, RandomSearchCV)

Avoiding overfitting and underfitting

These techniques help ensure your AI models are not only accurate but also generalizable to new data.

Bonus: Career-Ready Skills

Apart from technical training, some of the best online AI courses in India—like those from the Boston Institute of Analytics (BIA)—include modules on:

Resume and LinkedIn optimization

Interview preparation (HR + technical rounds)

Soft skills training (communication, teamwork)

Career counseling and job placement support

These additional services significantly improve your chances of landing a job after course completion.

Final Thoughts

Pursuing an Artificial Intelligence course online in India is one of the best ways to enter or grow in one of the fastest-growing fields in tech. You’ll master everything from Python and ML algorithms to NLP and cloud deployment—all without stepping into a classroom.

Whether you’re a college student, a software engineer, or a working professional looking to pivot into AI, the skills you gain from a high-quality online AI course will make you job-ready, future-ready, and industry-relevant.

So, if you're serious about building a career in AI, now is the time to enroll in an online course and start learning from the comfort of your home.

#Best Data Science Courses Online India #Artificial Intelligence Course Online India #Data Scientist Course in Online India #Machine Learning Course Online India

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delightfulcheesecakecheesecake · 29 days ago

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top engineering colleges in West Bengal.

Top Engineering Colleges in West Bengal: Where Innovation Meets Education

Choosing the right engineering college can define your future, and if you're eyeing success in the tech, core, or research sector, West Bengal offers some of the finest institutions in the country. Home to a rich educational legacy, the state is now a leading destination for students seeking admission into the top engineering colleges in West Bengal.

Whether you’re aiming for prestigious government institutions or cutting-edge private colleges, West Bengal caters to all kinds of engineering aspirants with quality education, modern infrastructure, and career-oriented training.

Why Choose Engineering in West Bengal?

West Bengal's engineering ecosystem is strong, offering a blend of academic excellence, industry relevance, and innovation. With colleges that consistently rank in national lists, students have access to top-tier faculty, robust placement support, and exposure to live projects and internships.

From information technology and computer science to mechanical, civil, electrical, and newer branches like AI, Data Science, and Mechatronics—colleges in the state offer a vast range of specializations to match every student's interest.

Government-Run Powerhouses

Institutions like IIT Kharagpur and NIT Durgapur are national icons in technical education. Known for their rigorous academic standards, top-notch research output, and global placement opportunities, they continue to lead the list of the best engineering colleges in West Bengal. Admission to these colleges is highly competitive and primarily based on JEE Advanced and JEE Main scores.

Other government-funded colleges like Jadavpur University, IIEST Shibpur, and Kalyani Government Engineering College also attract top-ranking students from across India due to their low fees, experienced faculty, and consistent placement records.

Rising Stars: Best Private Engineering Colleges in West Bengal

The best private engineering colleges in West Bengal are no longer playing catch-up—they’re setting benchmarks of their own. Institutions like:

Institute of Engineering and Management (IEM), Kolkata

Heritage Institute of Technology, Kolkata

Techno India University, Kolkata

Narula Institute of Technology

are offering industry-relevant programs with a strong focus on practical learning. With modern labs, smart classrooms, international collaborations, and strong recruiter networks, these private colleges are attracting students not just from West Bengal, but across the country.

Their biggest strength? Flexibility in course design, updated syllabi, and active industry integration through internships, seminars, and recruitment drives. Many of these colleges have achieved impressive placement stats with companies like TCS, Wipro, Infosys, Amazon, Cognizant, and Capgemini hiring in large numbers every year.

Key Reasons to Consider Engineering Colleges in West Bengal

✅ Diverse Specializations – Choose from CSE, ECE, ME, Civil, IT, Biotechnology, and emerging fields like AI/ML and Data Science. ✅ Affordable Options – Government colleges offer quality education at low fees; private colleges provide value-driven packages with scholarships. ✅ Placement-Driven Focus – Active placement cells ensure training, mock interviews, and real connections with recruiters. ✅ Research & Innovation – IITs and NITs lead in national and international research collaborations. ✅ Vibrant Student Life – With tech fests, coding events, and startup incubation centers, the ecosystem encourages holistic growth.

Final Thoughts

If you're ready to take the next step in your engineering journey, the top engineering colleges in West Bengal offer everything you need—academic brilliance, practical exposure, and career support. Whether you choose the prestige of government institutions or the innovation of private colleges, your path to success begins with the right choice.

Start exploring your options today—because the future of tech, infrastructure, and innovation is being built in West Bengal.

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timeforthewebedutech · 2 months ago

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Build Your Future with the Best IT Course in Kolkata

The city offers the perfect blend of affordability and quality education. Compared to other metropolitan areas, Kolkata provides access to top-notch instructors, industry partnerships, and advanced learning resources at a much lower cost.

More importantly, many of these programs are offered by institutions recognized as the best IT training institute in Kolkata, known for their hands-on learning approach and industry-relevant curriculum.

Choosing the Right IT Training Institute in Kolkata

With so many options available, how do you pick the right one? When selecting an IT training institute in Kolkata, here are some important aspects to consider:

Updated Curriculum: Ensure the syllabus includes current technologies like Python, cloud computing, AI/ML, and cybersecurity.

Experienced Faculty: Learning from instructors who have real-world experience can give you practical insights.

Certifications: Look for courses that provide globally or nationally recognized certificates.

Placement Support: A good institute offers robust placement services and career support.

These features are typically offered by the best IT training institute in Kolkata, setting it apart from average institutions.

Why the Best IT Institute in Kolkata Matters

The difference between just any institute and the best IT institute in Kolkata is not just in the curriculum, but in the learning experience and career outcomes. Here’s what you can expect:

Practical Exposure: Real-time projects, hackathons, and live assignments that simulate actual industry scenarios.

Career Guidance: Personalized mentorship, resume building, and interview preparation to make you job-ready.

Flexible Learning Modes: Whether you're a student or working professional, options like online classes or weekend batches provide flexibility.

Placement Record: The best IT training institute in Kolkata typically has strong ties with industry, helping students land jobs at reputed firms.

Top Courses You Can Pursue

The best institutes in Kolkata offer a range of career-building programs, such as:

Full Stack Web Development

Python with Data Science

Cloud Computing (AWS, Azure)

Java and Android App Development

Cybersecurity and Ethical Hacking

UI/UX Design

These courses not only teach technical skills but also focus on soft skills, team collaboration, and real-time problem-solving.

Final Thoughts

Whether you are a fresh graduate or a working professional, investing in a high-quality IT course in Kolkata is one of the smartest career moves you can make today. With the city’s rapidly growing tech ecosystem and the presence of top institutes, you have everything you need to succeed.

Make sure to choose the best IT training institute in Kolkata like Time For The Web EduTech that aligns with your career aspirations. With expert guidance, a modern curriculum, and dedicated placement support, your journey into the tech world will be both successful and rewarding.

#It Course in Kolkata #It Training Institute in Kolkata #Best It Training Institute in Kolkata #Best It Institute in Kolkata

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onlei-technologies · 1 year ago

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The Future of Data Science with ONLEI Technologies

In today's rapidly evolving technological landscape, data science stands at the forefront of innovation, driving critical insights and decisions across industries. As businesses harness the power of data to gain competitive advantages, the role of data scientists becomes increasingly pivotal. At ONLEI Technologies, we recognize the transformative potential of data science and are committed to shaping its future through cutting-edge LIVE online training programs.

Embracing Technological Advancements

The future of data science is intricately linked with advancements in technology. From artificial intelligence (AI) and machine learning (ML) algorithms to big data analytics and predictive modeling, the field continues to expand its horizons. At ONLEI Technologies, we stay ahead of these advancements by offering curated courses that equip professionals with the latest tools and techniques.

LIVE Online Training: Redefining Learning Experiences

In response to the global shift towards digital learning, ONLEI Technologies pioneers LIVE online training programs that blend flexibility with interactive engagement. Our expert instructors deliver real-time sessions, ensuring participants gain practical insights and hands-on experience. Whether you're delving into Python programming for data science, exploring deep learning architectures, or mastering data visualization techniques, our LIVE sessions provide a dynamic learning environment.

Tailored Curriculum for Industry Relevance

Understanding the diverse applications of data science across sectors, ONLEI Technologies crafts its curriculum to meet industry demands. Our courses are designed to impart not only technical proficiency but also critical problem-solving skills essential for navigating real-world challenges. From financial analytics to healthcare informatics and beyond, we empower learners to leverage data-driven strategies for impactful decision-making.

Building a Community of Data Innovators

Beyond technical training, ONLEI Technologies fosters a vibrant community of data enthusiasts and professionals. Through collaborative projects, networking opportunities, and mentorship initiatives, participants gain valuable insights and forge connections that extend beyond the classroom. Our commitment to cultivating a supportive learning environment ensures that every individual can thrive and contribute to the evolving landscape of data science.

Conclusion: Empowering Tomorrow's Data Leaders

As we look ahead, the future of data science holds limitless possibilities. At ONLEI Technologies, we are dedicated to empowering tomorrow's data leaders through innovative LIVE online training programs. Whether you're embarking on a career in data science or seeking to deepen your expertise, join us on this transformative journey and unlock the power of data for a brighter future.

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certaintragedyluminary · 4 years ago

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Data Science training in Hyderabad

It is a hierarchical structure where internal nodes indicate the dataset features, branches represent the decision rules, and each leaf node indicates the result. Misclassification, Probability, AUC, R-Square This module will teach everyone how to work with Misclassification, Probability, AUC, and R-Square. This module will drive you through all the Logistic Regression concepts used in Machine Learning, interpret Machine Learning models, and find the odds ratio relationship. Introduction to Logistic regression, interpretation, odds ratio Logistic Regression is one of the most popular ML algorithms, like Linear Regression.

We also have a dedicated placement team andplacement assistance with a job portalfor the students who are seeking jobs in Data science and various connections in Hyderabad and digital hubs. Data science is finding applications in almost all the major industrial sectors like healthcare, banking and finance, retail, automotive, marketing, manufacturing, and government agencies as well. So, this Data Science training is beneficial if you are stepping into any of these sectors for your professional career. The easiest and recommended way to become a Data Scientist in Hyderabad is by completing a recognized Data Science training in Hyderabad and then applying for job roles that require the skills of a Data Scientist in this city.

Data Science training in Hyderabad

Data Science online Training / Data Analytics online Training also offered in Hyderabad, Chennai, Bangalore, Mumbai, Pune, Delhi, Kolkata. Our content is created and delivered by experts with years of industry experience. They know what skills are relevant to employers and provide exactly that. All our courses are online so that you can learn comfortably at your own pace and time. A comprehensive online training course on Artificial Intelligence by IIT Kanpur (E&ICT Academy) with placement assistance by Edvancer covering machine learning, deep learning, Python, Tensorflow, Keras & SQL. Mr. Bharani Kumar, CEO and Managing Director of this company has exceptional experience in professional training for more than15 years.

We provide strong theoretical and practical knowledge skills with best real time examples in this Data Science Training in Hyderabad. Project Oriented Data Scientist Training in Hyderabad is provided to the students to acquire the best job in the MNCs. We make the candidates as ‘Job-ready’ to enhance professional career growth. The classes comprise of various lecture videos in every aspect to enrich subject knowledge skills.

The process of the graphical representation of data and information is known as Data Visualization. This module will teach you how to use data visualization tools for providing data trends and patterns. Apart from the training, we do provide placement and career assistance with capstone projects and hands-on training after completing the course successfully. We do offer internship programs, mockup interviews, hackathons to gain more knowledge and explore a wide range of job opportunities. I searched almost all the best institutes in HYDERABAD for data science.

Our Trainer’s are chosen not only for their knowledge and expertise but also for their real-time experience in the respective courses. I have done training in Machine Learning & Artificial Intelligence in mytectra under the trainer Niraj. MyTectra made ML & AI for me like a cup of tea for me during the class. I have taken Machine Learning & Artificial Intelligence in mytectra.

Here, it's not simply mugging up facts and information, but a solid platform to rate yourself as a Data Scientist before entering into the industry. Daily assignments help you enhance your practical way of thinking. However, the big deal is our multiple live projects through which you can encounter real-world problems and work on it like a Data Scientist. Attending Covalent Data Science Academy is one of the most important and accurate decisions I have made in my life. The academy provides strong training on statistical and machine learning. There are plenty of data science courses for beginners on Coursera that are perfect for beginners.

Make sure the online course also has job assistance so you can get noticed and hired by top-tier companies. This course will make you learn Python programming, exploratory data analysis, statistical methods, SQL, machine learning techniques, time series, text mining, and data visualization using Tableau. You will receive hands-on learning and implement capstone projects to master these skills. Data scientists can use a variety of AI tools to generate meaningful insights.

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analyticsindiam · 6 years ago

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Top 10 Courses And Training Programs On Artificial Intelligence In India: Ranking 2019

Analytics India Magazine brings the ranking on AI courses and training programs for the second year in a row. Our annual ranking is a result of extensive research and analysis of various parameters submitted by the institutes. We invited inputs from more than 20 leading institutes offering courses on artificial intelligence. They have been ranked on the basis of four parameters — course content, faculty, student experience and other determining factors such as entry criteria of students and external collaboration. Last year we ranked basis on only 2 parameters which we increased to 4 this year. Each criteria has been ranked on the scale of 0 to 5. See last year’s ranking - 2018 | 2017

1| PG Program in AI and Machine Learning By Great Learning

Year Of Inception: 2013 Cities Of Operation: Mumbai, Bengaluru, Delhi/NCR, Chennai, Hyderabad, Pune, Online variant across all cities Duration Of The Program: 12 months Total Number Of Learning Hours: 400+ Learning Hours in Blended Mode and 240+ hours in Online Mentorship Mode Course Fees: ₹ 2,15,000 for online, ₹ 3,25,000 for classroom Offering courses in areas such as analytics, data science, machine learning, AI and others, it is taken by thousands of professionals every year. Great Learning has impacted more than 13000 professionals delivering 8+ million hours of learning in analytics, data science, AI and machine learning. They have an alumni network of 10000+ professionals working across marquee organisations in India and beyond. Parameter 1: Course Content (4.8) Comprehensiveness: The program builds a solid foundation of AI and ML techniques while focusing on areas such as computer vision, NLP, recommendation systems, anomaly detection and more. It also covers a range of topics from statistical techniques to traditional supervised and unsupervised learning methods such as reinforcement learning, GANs etc. The program covers 12+ hands-on projects and a capstone project. It also provides guidance from industry experts, hackathons and interactive lab sessions. Capstone Projects/Internships: More than 3 months Frequency Of Course Updation: Frequently: Every new batch Assessing Students At The End Of The Course: Students need to complete lab assessments with 60%+ marks, capstone project with 60%+ marks and no more than 2 courses should be incomplete at the end of the program. They are also accessed through quizzes and the ability to apply what they have learned through labs and projects. Learning Resources: Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects Parameter 2: Faculty (4.6) Total Number Of Faculty Members: 200 Student To Faculty Ratio: 10:1 for the online version, 45:1 for classroom Parameter 3: Student Experience (4.8) Percentage Of Students Who Complete The Course: 93% Post-completion Engagement: Learners are regularly updated on the relevant jobs posting by their hiring partners. Participants can also attend career fairs organised by Great Learning. They also offer mentorship roles. Placement Assistance: Assistance through an alumni network, resume designing and sharing with job consultants, career counselling and mock interviews, Access to GL Excelerate Career Fairs, internal job boards, shareable e-portfolio and more. Parameter 4: Other Determining Factors (4.8) Entry Criteria Of Students: Bachelor's degree with a minimum of 50% aggregate marks or equivalent. Proficiency in at least one programming language and familiarity with college-level mathematics and statistics External Collaboration: Great Lakes collaborates with UT Austin-McCombs IIT-Bombay, as well as other practising data scientists and AI experts. Upon completion, all successful participants get a dual certificate from Great Lakes and The University of Texas at Austin. The overall rating is 4.75.

2| PG Diploma in Machine Learning and AI from IIIT-B and upGrad

Year Of Inception: Mumbai 2015 Cities Of Operation: Mumbai, Bengaluru, Delhi/NCR, Chennai, Hyderabad, Kolkata, Pune, Jaipur, Pan India Name Of The AI Program: Duration Of The Program: 11 months Total Number Of Learning Hours: 400 hours Course Fees: ₹ 2,85,000 Founded by media stalwart Ronnie Screwvala, upGrad provides rigorous industry-relevant programs designed and delivered in collaboration with renowned faculty and industry. It has partnered with 50+ companies like Star TV, Disney, Uber, Google, Microsoft, BookMyShow, etc. and provides the latest technology, pedagogy and services to learners. Parameter 1: Course Content (4.8) Comprehensiveness: Lectures are delivered completely online, 90% through asynchronous videos by industry experts and leading faculty to ensure flexibility for Learners. About 10% of learner time is spent attending live lectures by faculty & industry experts and clarifying academic doubts. In addition, Hackathons are organised where students get a chance to work on challenging industry problems and real data sets. Capstone Projects/Internships: None Frequency Of Course Updation: Regularly- Every Year Assessing Students At The End Of The Course: The course includes graded questions in every module in the form of MCQs, coding questions and open text questions. At the end of every course, students attempt a proctored online exam. Each course ends with an industry-sourced capstone project, the performance of which contributes to the overall GPA. Also, at the end of every 2 months, learners attempt an interview-skill-assessment test. While these are not linked to the GPA, it gives learners timely status on where they stand w.r.t industry requirements. Learning Resources: Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects, Access to IIIT-B Library Parameter 2: Faculty (4.6) Total Number Of Faculty Members: 85 Parameter 3: Student Experience (4.7) Percentage Of Students Who Complete The Course: 95% Post-completion Engagement: It provides 360-degree career support and career assistance is provided by both IIIT and UpGrad. They also provide 1-1 student mentorship and peer to peer interaction with offline basecamps. Placement Assistance: Assistance through an alumni network, Career counselling and mock interviews Parameter 4: Other Determining Factors (4.8) Entry Criteria Of Students: Bachelor's Degree with a minimum one year of work experience or a degree in Mathematics or Statistics External Collaboration: IIIT - Bangalore The overall rating is 4.72.

3| Advanced Certification in Artificial Intelligence and Machine Learning By International Institute of Information Technology, Hyderabad and TalentSprint

Year Of Inception: IIIT-Hyderabad, 1998; TalentSprint 2009 Cities Of Operation: Bengaluru, Hyderabad Duration Of The Program: Classroom format: 13 weeks; Hybrid format (classroom+online): 18 weeks; Online classes: 15 weeks Total Number Of Learning Hours: 120 hours Course Fees: ₹ 2,00,000 + taxes (special scholarships for women and young professionals) Kohli Center on Intelligent Systems (KCIS) at IIIT-H was established in 2015 which is a highly rated machine learning lab in India. TalentSprint brings high-end and deep-tech education to aspiring and experienced professionals. It partners with world-class academic institutions like IIIT Hyderabad, IIM Kolkata, IIT Hyderabad and global corporations like Google and Pegasystems to develop and offer disruptive programs. Parameter 1: Course Content (4.8) Comprehensiveness: The Program curriculum is designed to solve real-world problems. From refreshing your coding knowledge to translating real-world problems in terms of AI/ML abstractions and creating practical applications, the comprehensive nature of the program covers all the important aspects. Capstone Projects/Internships: Less than 3 months Frequency Of Course Updation: Frequently- Every new batch Assessing Students At The End Of The Course: The program is designed to have continuous formative and summative assessments. The final scores are determined based on the sum of scores of various assessments. Learning Resources: Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects, Hackathons, Mentor Support, One-on-one mentoring sessions Parameter 2: Faculty (4.6) Total Number Of Faculty Members: 9 Student To Faculty Ratio: 20:1 Parameter 3: Student Experience (4.6) Percentage Of Students Who Complete The Course: 93% Post-completion Engagement: Access to learning the material through LMS which is provided for a year since the beginning of the program. The participants receive executive alumni status from IIIT Hyderabad giving them access to exclusive events like guest lectures and industry talks. Placement Assistance: Assistance through an alumni network, sharing potential hiring opportunities with the alumni network. Parameter 4: Other Determining Factors (4.6) Entry Criteria Of Students: Coding experience required External Collaboration: None The overall rating is 4.65.

4| Full Stack Machine Learning and AI Program By Jigsaw Academy

Year Of Inception: 2011 Cities Of Operation: Bengaluru, Delhi/NCR, Hyderabad, Online Name Of The AI Program: Duration Of The Program: 6 months Total Number Of Learning Hours: 12+ hours Course Fees: ₹ 48,400 + taxes Jigsaw Academy provides training in data and analytics, and believe that it can change the way not just industries but individuals work. It is their constant endeavour to improve how these skills are taught and this is what distinguishes Jigsaw from other training providers. Parameter 1: Course Content (4.7) Comprehensiveness: The program focuses on building a solid foundation. It gives additional access to IBM’s ML platforms and Watson via the data science experience and content. It gives exposure to Python, Keras, TensorFlow and more. Capstone Projects/Internships: More than 3 months Frequency Of Course Updation: Frequently- Every new batch Assessing Students At The End Of The Course: There is multiple assessments throughout the course, as well as the capstone and final viva voce. Learning Resources: Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects Parameter 2: Faculty (4.6) Total Number Of Faculty Members: 10 Student To Faculty Ratio: 4:1 Parameter 3: Student Experience (4.0) Percentage Of Students Who Complete The Course: 98% Post-completion Engagement: Invitation to guest lectures, webinars. Assistance through an alumni network, event updates. Placement Assistance: Assistance through an alumni network, Career counselling and mock interviews Parameter 4: Other Determining Factors (4.2) Entry Criteria Of Students: No criteria External Collaboration: The course content and use cases have been designed with extensive input from industry subject matter experts from several domains, and additional input via Jigsaw’s corporate and academic collaborations. The overall rating is 4.37.

5| Applied AI and Machine Learning Specialization, AI & Deep Learning with Python By Analytixlabs

Year Of Inception: 2011 Cities Of Operation: Bengaluru, Delhi/NCR, Global through instructor-led online and e-learning mode Name Of The AI Program: Duration Of The Program: Six months Total Number Of Learning Hours: 280 Course Fees: ₹ 25,000 + taxes for 4 months duration,₹ 48,000 + taxes for 6 months duration A pioneer in edutech industry, it has been providing high-quality training since 2011 in fields of applied AI and machine learning. They have a team led by the team of McKinsey, IIM, ISB, FMS and IIT alumni with rich industry experience. Parameter 1: Course Content (4.2) Comprehensiveness: Course modules and case studies are aligned and tailor-made to develop skills sets for corporate projects. The training and pedagogy are validated by seasoned professionals for their suitability and value addition. Capstone Projects/Internships: More than 3 months Frequency Of Course Updation: Frequently- Every new batch Assessing Students At The End Of The Course: Their assessment strategies include analysing the case studies, personal interview sessions with experts. They have internal assessment tool designed to test students at the conceptual and practical level. Parameter 2: Faculty (4.3) Total Number Of Faculty Members: 17 Student To Faculty Ratio: 30:1 Parameter 3: Student Experience (4.4) Percentage Of Students Who Complete The Course: Over 85% Post-completion Engagement: They help in profile building and career guidance. Learners also have access to their online learning management system for future references. Placement Assistance: Assistance through an alumni network, resume designing and sharing with job consultants, mock interviews, We believe in quality training and support all throughout the span of the course and beyond. Parameter 4: Other Determining Factors (4.4) Entry Criteria Of Students: Students are selected based on STEM or Non-STEM and work experience (if any) and the suitable course is suggested accordingly. External Collaboration: They have a partnership with Asean Data Analytics Exchange, Malaysia. This collaboration is recognized with the HR Ministry of Malaysia and we have already started delivery of programs there. The overall rating is 4.32.

6| Artificial Intelligence Engineer Master's Program By Simplilearn

Year Of Inception: 2010 Cities Of Operation: Mumbai, Bengaluru, Delhi/NCR, Chennai, Hyderabad, Pune Duration Of The Program: 1 year Total Number Of Learning Hours: 400+ Course Fees: ₹ 44,999 Simplilearn provides outcome-based online training across digital technologies and applications such as big data, machine learning, AI, cloud computing, cybersecurity, digital marketing and other emerging technologies. Based in San Francisco, CA, Raleigh, NC and Bangalore, India; Simplilearn has helped more than one million professionals and 1,000 companies across 150 countries get trained, acquire certifications and reach their business and career goals. Parameter 1: Course Content (4.3) Comprehensiveness: This course is co-developed with IBM and gives training on skills such as deep learning, machine learning and programming languages. Some of the techniques covered are AI-based supervised and unsupervised techniques like regression, Multinomial Naïve Bayes, SVM, tree-based algorithms, NLP etc. Capstone Projects/Internships: Less than 3 months Frequency Of Course Updation: Regularly: Every Year Accessing Students At The End Of Course: Apart from the attendance, they also assess student’s performance on the basis of Capstone projects. Learning Resources: Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects, Self-paced videos and Live Virtual classes, integrated labs Parameter 2: Faculty (4.3) Total Number Of Faculty Members: 35 Student To Faculty Ratio: 35:1 Parameter 3: Student Experience (4.3) Percentage Of Students Who Complete The Course: Over 70 percent Post-completion Engagement: They have a team that connects with learners to understand the impact the program has created for them. They also have a JobAssist program, an India specific offering in Partnership with IIMJobs.com to help the learners land their dream job. Upon successful completion of the Master’s Program, the learner will be eligible to apply for this program and details will be shared with IIMJobs. Placement Assistance: Resume designing and sharing with Job consultants, Career counselling and mock interviews, IIMJobs Pro-Membership for 6 Months, Career Fairs Parameter 4: Other Determining Factors (4.0) Entry Criteria Of Students: Anyone with a technical background can apply External Collaboration: Simplilearn has partnered with IBM that combines Simplilearn’s seamless training experience and world-class instructors with IBM’s state-of-the-art labs and course content. Upon completion of this Master's Program, the learner receives certificates from IBM for IBM specific courses and Simplilearn for the AI courses on the learning path. The overall rating is 4.22.

7| Post-Graduate Diploma in Machine Learning and Artificial Intelligence By Careers of Tomorrow - Amity University Online

Year Of Inception: 2018 Cities Of Operation: Mumbai, Bengaluru, Delhi/NCR, Chennai, Hyderabad Duration Of The Program: 12 Months Total Number Of Learning Hours: 400+ Hours Course Fees: ₹ 1,55,000 Careers of Tomorrow by Amity University Online is an online education platform, where they also have programs for data science, blockchain technology, machine learning, cybersecurity and others apart from the usual courses. Parameter 1: Course Content (4.3) Comprehensiveness: The course offers machine learning, reinforcement learning and deep learning all in a single program. The curriculum and pedagogy were decided by a panel of veterans from academia and industry to make it best suited for the industry. It covers extensive hands-on and tool-based training on various tools and libraries like Anaconda, Jupyter Notebooks, Tableau, Tensor Flow, Keras, neural networks etc. Capstone Projects/Internships: Less than 3 months Frequency Of Course Updation: Frequently- Every new batch Assessing Students At The End Of The Course: Every module has quizzes, assignments, hands-on, case studies and examination. The examination is conducted semester-wise at the end of each module. Learning Resources: Books, Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects, 24*7 Assistance by Tutor Associates is also provided

Parameter 2: Faculty (4.5)

Total Number Of Faculty Members: 5 Student To Faculty Ratio: 20:1 Parameter 3: Student Experience (4.1) Percentage Of Students Who Complete The Course: 100% Post-completion Engagement: Students support, newsletter, membership, events, alumni activities, career assistance for up to 12 months. Placement Assistance: Guaranteed job interview with hiring partner, assistance through an alumni network, resume designing and sharing with job consultants, career counselling and mock interviews, sponsor students to attend industry event/conference to network for industry peers Parameter 4: Other Determining Factors (3.9) Entry Criteria Of Students: Interview by Admission counsellors and Program Director External Collaboration: None The overall rating is 4.20.

8| Post-Graduate Program in Artificial Intelligence and Machine Learning By Edureka

Vineet Chaturvedi, Co-founder, Edureka Year Of Inception: 2011 Cities Of Operation: Bengaluru, New Delhi & international reach across 100+ countries through live, online, instructor-led and self-paced programs Duration Of The Program: 9 Months Total Number Of Learning Hours: 450+ Course Fees: ₹2,62,500 (Inclusive of all taxes) Edureka is a global e-learning platform with 200+ courses in trending technologies. They are pioneers of the live, instructor-led learning model, and offer short and long-term courses supported by online resources and 24x7 lifetime support. They boast of a learner community across 100+ countries. Parameter 1: Course Content (4.1) Comprehensiveness: Skills covered in the course are predictive analytics, practical applications of AI and ML, graphical models and reinforcement learning, deep learning, Python, TensorFlow, Keras, and OpenAI Gym. Individuals are mentored by NITW professors and on course completion, the individual receives a PGP certificate and become an alumnus of the E&ICT Academy, NITW. Capstone Projects/Internships: Less than 3 months Frequency Of Course Updation: Regularly- Every Year Accessing Students At The End Of Course: Assessment is done on multiple levels. Level 1 includes tests, quizzes. Level 2 consists of a live, industry-standard project and level 3 comprises of the final test and a capstone project after completion of the program. Learning Resources: LMS, Recorded Video Sessions, Class Recordings, PDFs, Presentations, Mobile App, Downloadable Content, Blogs, YouTube Videos, and Community of Experts for Discussions Parameter 2: Faculty (4.4) Total Number Of Faculty Members: 15 Student To Faculty Ratio: 15:1 Parameter 3: Student Experience (4.1) Post-completion Engagement: Placement assistance, alumni network of NITW and Edureka and community Placement Assistance: Resume building, interview preparation, mock interviews, access to the alumni network, community discussions, floating of job openings in corporate clients and partner companies in learner groups, referring relevant learners to corporate partners as and when requirements arise Parameter 4: Other Determining Factors (4.1) Entry Criteria Of Students: Based on merit & eligibility determined through an interview External Collaboration: It has corporate partners such as Cisco, TCS, Infosys, VISA, Wipro, KPMG etc. and educational institutes to promote post-graduate IT training such as with NIT, Warangal and Rourkela and IIT, Guwahati. The overall rating is 4.17.

9| Applied Machine Learning Course By Applied AI Course

Team Applied AI Year Of Inception: 2017 Cities Of Operation: Mumbai, Bengaluru, Delhi/NCR, Chennai, Hyderabad, Kolkata, Pune, Jaipur, Worldwide (Online) Name Of The AI Program: Duration Of The Program: 12 Months (Self-paced) Total Number Of Learning Hours: 150+ Hours video content and 70+ Hours Live sessions Course Fees: ₹ 25,000 + taxes Applied AI Course is an ed-tech company that runs an online program on Machine Learning and Artificial Intelligence for engineering grads and entry-level & experienced techies. Parameter 1: Course Content (4.1) Comprehensiveness: The course helps participants get a hang on real-world business problems. The program balances theory and practises while giving more preference to practical and applied aspects of AI. Capstone Projects/Internships: More than 3 months Frequency Of Course Updation: Frequently: Every new batch Assessing Students At The End Of The Course: Regular assessment tests are done using an AI assessment platform developed by the Applied AI team. Learning Resources: Books, Videos & Downloadable Resources, LMS & Online webinars, Organize industry guest lectures, Analytics/Data Science events in-campus, Hands-on coding and projects Parameter 2: Faculty (3.9) Total Number Of Faculty Members: 16 Student To Faculty Ratio: 50:1 Parameter 3: Student Experience (3.8) Percentage Of Students Who Complete The Course: 25 to 30 Post-completion Engagement: Resume, portfolio building and interview preparation through mock interviews. Placement Assistance: Guaranteed job placement with the corporate, guaranteed job interview with hiring partner, career counselling and mock interviews Parameter 4: Other Determining Factors (3.9) External Collaboration: They have delivered up-skilling training programs to enterprises and educational institutions such as Deutsche Telekom, SPI Global, CA technologies, ACE engineering college among others. The overall rating is 3.92.

10| Artificial Intelligence Foundation Program By Pearson Professional

Instructors Noah Gift, Jared P Lander, Ben Forta (L-R) Year Of Inception: 1844 Cities Of Operation: Mumbai, Bengaluru, Delhi/NCR, Chennai, Hyderabad, Kolkata, Pune, Jaipur Duration Of The Program: 6 Months Total Number Of Learning Hours: 58 Hours Course Fees: ₹ 9,971 One of the largest education companies with over 35,000 employees in more than 70 countries, it provides education in many domains. The AI curriculum is set by Nasscom and Sector Skills Council of India. Pearson’s Artificial Intelligence Foundation curriculum is created and taught by globally renowned experts in the field of AI ensuring world-class content. Parameter 1: Course Content (3.7) Comprehensiveness: The self-paced videos are complemented by virtual labs which provide extensive hands-on coding practice within the course environment. It covers topics such as fundamentals of databases, object-oriented programming, data structures, programming languages, regressions, different forms of graphs, etc. Capstone Projects/Internships: None Frequency Of Course Updation: Regularly: Every Year Assessing Students At The End Of The Course: Students are assessed through regular MCQs and coding problems. In total 28 coding problems and 10 MCQ type assessments are present in the course Learning Resources: Videos & Downloadable Resources, Hands-on coding and projects Parameter 2: Faculty (3.5) Total Number Of Faculty Members: 4 Parameter 3: Student Experience (3.2) Parameter 4: Other Determining Factors (3.7) The overall rating is 3.52. Read the full article

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