#Software Training institute in warangal

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70+ Centers. 1,600+ Experts. 19 Million+ Sessions: Pinnacle’s Journey to Becoming India’s Largest Autism Therapy Network

Hyderabad — What began as a modest center with a mission to help one child has now become India’s largest and most advanced autism therapy ecosystem. Pinnacle Blooms Network, founded less than a decade ago, now operates across 70+ cities, has served over 96,000 families, and has delivered an unprecedented 19 million+ one-on-one therapy sessions.

In a country where neurodevelopmental services were once fragmented, urban-centric, and unaffordable, Pinnacle stands today as India’s first scalable, systematized, and inclusive child development institution.

“We didn’t set out to build the biggest network. We set out to build the one children could trust. And then we scaled trust,” says Dr. Sreeja Reddy Saripalli, pediatrician and founder.

Centers: Pinnacle operates 70+ centers, surpassing the closest Indian peer (10–15 centers) and the global benchmark of 35–50 centers (US-based therapy chains).

Sessions Delivered: Pinnacle has conducted 19 million+ therapy sessions, significantly exceeding the closest Indian peer’s 2–3 million sessions and the global average of 6–8 million sessions.

Active Therapists: Pinnacle employs 1,600+ therapists, far surpassing the nearest Indian competitor’s 250–300 therapists and exceeding the international average of ~1,000 therapists.

Patented Systems: Pinnacle has developed 5+ proprietary therapy systems, while most Indian competitors have none, and global peers typically hold only 1–2 patents, primarily software-based.

Languages Served: Pinnacle offers services in 16 languages, significantly more than the 2–3 languages covered by Indian peers and the global average of 5 languages in multilingual therapy chains.

Pinnacle is not only India’s largest by volume but also Asia’s most technologically integrated child therapy platform.

Core Innovations That Fuel Growth

At the heart of Pinnacle’s rapid, replicable success are patented, AI-driven systems:

· AbilityScore®: A real-time, zone-mapped, measurable development score (0–1000)

· TherapeuticAI®: An AI engine that adapts therapy in real time based on child responses

· TherapySphere™: Multi-sensory, structured therapy environments personalized by behavior type

· Everyday Therapy Programs™: Daily home-therapy routines integrated with school life

· SEVA™: India’s most humane subsidized therapy access model for financially challenged families

Geographic & Demographic Penetration

· Presence across 12 Indian states, including Telangana, Andhra Pradesh, Karnataka, Delhi NCR, Tamil Nadu, and more

· Serving Tier 1, 2, and even rural clusters: From Bengaluru and Hyderabad to Warangal, Miryalaguda, Rajahmundry, and Eluru

· Languages offered: Hindi, Telugu, Kannada, Tamil, Malayalam, Marathi, Bengali, English, and more

· Client age range: 1.5 years to 9 years, across 21 neurodevelopmental categories

Inclusive Capacity at Scale

· Daily therapy volume: 12,000+ sessions per day

· Weekly capacity: Over 84,000 sessions across all centers

· National Autism Helpline (9100 181 181): 24x7 response in 16 languages

· Therapist training: 30,000+ hours of annual continuing education

· Women-led workforce: 72% of team members are women; many are mothers of neurodivergent children

Recognition & Policy Integration

· Registered with the Department of Empowerment of Persons with Disabilities (Govt. of India)

· Winner of National Innovation Award (2023)

· Asia-Pacific citation for Autism Inclusion & Tech Application (2024)

· Case study in NITI Aayog health innovation think tank

The Global Potential

· Licensing inquiries from UAE, Nepal, Bangladesh, Kenya, and Singapore

· Active discussions with academic groups in Australia, Germany, and Japan

· Positioned to become the world’s first autism therapy model from the Global South to scale globally

“We built this for India. But we realized, the world needed it too,” says Prudhvi . Matsa., Director of Innovation & Therapy Operations.

A Future Built on Systems, Not Slogans

Pinnacle is building:

· A 100-center India-wide grid by 2026

· India’s first real-time National Child Developmental Dashboard via AbilityScore®

· Community partnerships with Anganwadis, Government Schools, and Armed Forces Welfare Cells

About Pinnacle Blooms Network  India’s largest and most awarded autism therapy network, Pinnacle operates on patented, therapist-powered, parent-integrated, AI-enabled models across 70+ locations. With innovations like AbilityScore®, TherapeuticAI®, TherapySphere™, SEVA™, and Everyday Therapy Programs™, Pinnacle is redefining child development for India — and the world.

Website: www.pinnacleblooms.org  National Autism Helpline: 9100 181 181 (16 languages, 24x7)

Disclaimer: This article is intended for informational and awareness purposes only. It should not be considered a substitute for professional evaluation or diagnosis. For expert help, contact 9100 181 181.

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Web Design Training

Svapps Software Training Institute Specialize in Website Designing in Warangal, Kazipet. We help you to reach your goal is main motto of Modern Institute Warangal.

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Geoinformatics Colleges in India: A Comprehensive Guide

Are you passionate about geospatial technology and its applications? Do you want to pursue a career in geoinformatics? If so, you've come to the right place! In this article, we will explore the top geoinformatics colleges in India and provide you with all the information you need to make an informed decision about your future.

What is Geoinformatics?

Before we dive into the details of geoinformatics colleges in India, let's first understand what geoinformatics is all about. Geoinformatics is an interdisciplinary field that combines geography, geology, computer science, and information technology to analyse and interpret spatial data. It involves the use of various tools and techniques to collect, store, process, analyse, and visualise geographic information.

Courses offered for Geoinformatics

If you're interested in pursuing a career in geoinformatics, it's important to know what courses are available and what they entail. Here are some geoinformatics course details offered by geoinformatics colleges in India:

1. Bachelor's Degree in Geoinformatics

A bachelor's degree in geoinformatics is the first step towards building a successful career in this field. This course typically spans over three to four years and covers a wide range of topics such as GIS (Geographic Information System), remote sensing, spatial analysis, database management, and cartography. Some colleges also offer specialised courses in areas like environmental management and urban planning.

2. Master's Degree in Geoinformatics

If you want to further enhance your knowledge and skills in geoinformatics, you can pursue a master's degree in this field. A master's degree program usually lasts for two years and provides advanced training in areas such as geospatial data analysis, geodatabase design, web mapping, and geospatial programming. Many colleges also offer research opportunities for students who wish to delve deeper into specific topics.

3. Diploma/Certificate Courses

Apart from bachelor's and master's degree programs, there are also several diploma and certificate courses available for those who want to gain specialised knowledge in specific areas of geoinformatics. These short-term courses focus on topics such as remote sensing applications, GIS software, and spatial data analysis.

Top Geoinformatics Colleges in India

Now that we have a basic understanding of geoinformatics and its course details, let's take a look at some of the top geoinformatics colleges in India:

Indian Institute of Remote Sensing (IIRS)

Indian Institute of Remote Sensing (IIRS), located in Dehradun, Uttarakhand, is another renowned institute that offers excellent programs in remote sensing and geoinformatics. The institute is affiliated with the Indian Space Research Organization (ISRO) and provides world-class training and research opportunities to students.

National Institute of Technology (NIT) Warangal

National Institute of Technology (NIT) Warangal offers a comprehensive program in geoinformatics at both undergraduate and postgraduate levels. The institute has state-of-the-art facilities, well-equipped laboratories, and experienced faculty members who are actively involved in research projects.

Symbiosis Institute of Geoinformatics (SIG)

Located in Pune, Maharashtra, SIG is one of the premier institutes for geoinformatics education in India. It offers a variety of undergraduate, postgraduate, and diploma programs in geoinformatics. The institute has a state-of-the-art infrastructure, experienced faculty members, and strong industry connections, making it an ideal choice for aspiring geospatial professionals.

Scope of Geoinformatics

After completing your education in geoinformatics, you'll have a wide range of career opportunities to explore. Here are some possible MSc geoinformatics scopes:

1. GIS Analyst: As a GIS analyst, you'll be responsible for collecting, analyzing, and interpreting geographic data using GIS software.

2. Remote Sensing Specialist: Remote sensing specialists use satellite imagery and other remote sensing techniques to gather information about the Earth's surface.

3. Spatial Data Scientist: Spatial data scientists analyze spatial data using statistical techniques to derive meaningful insights.

4. Urban Planner: Urban planners use geospatial technology to develop plans for land use, transportation systems, and urban development.

5. Environmental Consultant: Environmental consultants assess the impact of human activities on the environment using geospatial tools.

These are just a few examples of the career paths you can pursue with an MSc degree in geoinformatics. The demand for skilled professionals in this field is growing rapidly, both in India and abroad.

Conclusion

Geoinformatics is a fascinating field that offers exciting career opportunities for those who are passionate about spatial data analysis and interpretation. By pursuing a degree in geoinformatics from one of the top colleges mentioned above, you’ll gain the necessary knowledge and skills to excel in this field. We recommend SIG from Pune as it offers the perfect blend of education and experience you need for your career ahead.

Remember to thoroughly research each college’s curriculum, faculty expertise, infrastructure, and industry connections before making a decision. Good luck with your academic journey!

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‘Train the Trainer’ program will train 900 faculty from Universities and Institutes across India

Microsoft is creating a new program to build quantum computing skills and capabilities in the academic community in India.  As part of this initiative, Microsoft Garage is organising a ‘Train the Trainer’ program in collaboration with Electronics and ICT Academies at Malaviya National Institute of Technology (MNIT), Jaipur and National Institute of Technology, Patna. This program will train 900  faculty from Universities and Institutes across India through E& ICT Academies at Institutes of National Importance such as IIT Kanpur, IIT Guwahati, IIT Roorkee, MNIT Jaipur,  NIT Patna, IIIT-D Jabalpur, and NIT Warangal, equipping academics with the required skills to start building their quantum future Quantum computing applies the properties of quantum physics to process information. Quantum computers will enable new discoveries in the areas of healthcare, energy, environmental systems, smart materials, and beyond.  Microsoft is bringing the capabilities to develop for this quantum future, to the cloud with Azure Quantum. Azure Quantum is an open cloud ecosystem enabling developers to access diverse quantum software, hardware, and solutions from Microsoft and its partners. It is built on Azure, a trusted, scalable and secure platform, and will continue to adapt to Microsoft’s rapidly evolving cloud future. Read the full article

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AI Drone Learns to Detect Brawls

A drone surveillance system trains to watch out for humans stabbing or punching each other

Images: University of Cambridge/National Institute of Technology/Indian Institute of Science/IEEE

Drones armed with computer vision software could enable new forms of automated skyborne surveillance to watch for violence below. One glimpse of that future comes from UK and Indian researchers who demonstrated a drone surveillance system that can automatically detect small groups of people fighting each other.

The seed idea for researchers to develop such a drone surveillance system was first planted in the wake of the Boston Marathon bombing that killed three and injured hundreds in 2013. That first attempt petered out. It was not until the Manchester Arena bombing that killed 23 and wounded 139—including many children leaving an Ariana Grande concert—when the researchers made some progress. This time, they harnessed a form of the popular artificial intelligence technique known as deep learning.

“This time we were able to do a relatively better job, because the software was able to run in realtime and does a relatively good job of detecting violent individuals,” says Amarjot Singh , a Ph.D. student in deep learning at the University of Cambridge.

The drone surveillance system developed by Singh and his colleagues remains far from ready for primetime. But their work demonstrates one possibility of combining deep learning’s pattern-recognition capabilities with relatively inexpensive commercial drones and the growing availability of cloud computing services. More details appear in a 3 June 2018  paper that was uploaded to the  preprint server arXiv  and will appear in the  IEEE Computer Vision and Pattern Recognition (CVPR) Workshops 2018.

A key part of this demonstration involved training deep learning algorithms to recognize violent actions by detecting various combinations of body and limb poses in video footage. To create a training dataset ,  researchers enlisted 25 interns to gather in an open area and mimic violent actions in five categories such as punching, kicking, strangling, stabbing and shooting while being filmed by a Parrot AR drone from various heights ranging from 2 meters to 8 meters.

But that wasn’t all. The research team also needed to sit down and manually mark 18 coordinates on each person ’s body in the video frames. That would have quickly become a labor-intensive and exhausting process for 10,000 or 20,000 images normally needed to train deep learning algorithms. The researchers wanted to cut down the amount of necessary training data to just 2,000 annotated images that included about 5,000 individuals performing violent actions.

An unsupervised deep learning neural network automatically learn patterns over time by filtering data through its many layers of artificial neurons from end to end—a process that can yield good predictive accuracy if you have enough computing resources and training data on your hands. Singh’s workaround solution came from his Cambridge University research that has focused on more streamlined and efficient forms of deep learning capable of running with fewer computing resources and less training data.

Singh replaced some of the first neural network layers at the front-end with fixed parameters and used supervised learning toward the back-end. This move effectively replaced some of the deep learning process with human engineering input based on what Singh, the human designer, thought would work best for training the neural network to recognize different human body poses. That could mean a possible tradeoff in overall accuracy, but it enabled the resulting ScatterNet Hybrid Deep Learning (SHDL) network to learn more quickly with less data and less available computing power.

The overall drone surveillance system relies upon the SHDL network along with two standard deep learning algorithms. The first, called a feature pyramid network, is a common component of object recognition systems and performs the first task of detecting humans in video images. The second, called a support vector machine, uses the information from the SHDL network’s body pose estimations to categorize people as either being violent or nonviolent. 

Initial test results suggest that the drone surveillance system can indeed work in realtime by having the Parrot drone offload the heavy-duty data crunching to Amazon’s cloud service.  Singh’s colleagues at the Indian Institute of Science  Bangalore and National Institute of Technology Warangal handled the drone part of the system.

Images: University of Cambridge/National Institute of Technology/Indian Institute of Science/IEEE

The Drone Surveillance System highlights violent individuals in red and neutral individuals in cyan.

But it’s still early days as far as accuracy goes. The drone surveillance system’s accuracy steadily declines from 94 percent—success in recognizing one violent individual—as more and more violent individuals fill the images. That dropoff in accuracy may come from the difficulty of recognizing larger numbers of people who are spread out at varying distances from the drone camera, Singh says. It may also come from miscategorizations of people’s poses.

The fact that the system’s accuracy drops with more people in the video frame raises the question as to how accurate it will be in analyzing large crowds. Performing real-time analyses of many more people than just the 25 interns could strain the system and require even more cloud computing resources and bandwidth.

Furthermore, the initial training dataset based on the simulated brawl among interns may not exactly reflect all the real-life violence that takes place in large crowd riots or terrorist attacks. That means the drone surveillance system’s accuracy in recognizing real-world violence is anyone’s guess until the researchers can test it on such video footage. “People punch in many different ways,” Singh says. “There ’s not one or two ways of doing it.”

Still, the researchers are pressing forward. They’re  in the process of securing permission from Indian officials to try out their system   at two upcoming music festivals. Such real-world tests could help them figure out the limits of the current drone surveillance system’s capabilities, given the expected presence of thousands of people in densely-packed crowds. (One student attendee was stabbed at one of the festivals last year.)

Singh is continuing to develop the deep learning models to possibly incorporate crowd modelling. He also anticipates expanding the system’s object recognition capabilities to include being able to spot a person carrying a gun or a bag. For example, having a real-time surveillance system capable of tracking suspicious patterns among people carrying bags might have proven useful in the Boston Marathon bombing case.

There is even the possibility that Singh and his colleagues will move away from trying to have the system recognize specific acts of violence, such as stabbing or kicking, and instead focus on recognizing possible violence in general. Singh wants to see if that may yield a more practical implementation of the system down the line.

If the drone surveillance system’s accuracy does improve to the point of being commercially viable, Singh still envisions humans being in the loop to check out any suspicious activity or possible outbreaks of violence that the drone highlights. The automated surveillance system would help narrow down the range of places a human security guard should look, so that the human brain and eyes can take over and quickly exercise proper judgment about the situation. 

“The system is not going to go on its own and fly and kill people,” Singh says.

AI Drone Learns to Detect Brawls syndicated from https://jiohowweb.blogspot.com

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Best Software Training Institute in Warangal

SVAPPS is a leading Software training company in Warangal. Job Oriented Courses in Warangal, Learn From Industry Experts & kick-Start Your Career in IT Courses. This Courses Will Start From Basic Concepts, Who Have Completed Their Studies and Are Not Able to Get the Job in a Technical Profile.

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SVAPPS is a leading Software training company in Warangal. Job Oriented Courses in Warangal, Learn From Industry Experts & kick-Start Your Career in IT Courses. This Courses Will Start From Basic Concepts, Who Have Completed Their Studies and Are Not Able to Get the Job in a Technical Profile.

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SVAPPS is a leading Software training company in Warangal. Job Oriented Courses in Warangal, Learn From Industry Experts & kick-Start Your Career in IT Courses. This Courses Will Start From Basic Concepts, Who Have Completed Their Studies and Are Not Able to Get the Job in a Technical Profile.

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Modern Software Training Institute in Warangal 

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Modern Software Training Institute in Warangal