Many AI start-ups in MLops have been joining the field

With technological advancements, AI applications have accelerated rapid growth as there is a huge demand for infrastructure and software that supports AI applications. Many start-ups have been joining this field of MLops. Here are 5 leading AI start-ups in MLops in 2021

5  Data Robot

Data Robot wants to own a company’s AI lifecycle starting from data preparation till the production deployment. The features of Data Robots include relating to the web UI which can simplify the data and it can also assist users by automatically clearing previous data.  The Humble AI feature adds to the company as it lets the user place additional guardrails in case of any low probability event occurring during the prediction. The unique quality of Data Robots is that they can install their own data center and bare metal in Hadoop clusters and can deploy cloud services to private and managed companies.

4 Grid.ai

Grid.ai absorbs and runs the simplifications that PyTorch Lightning brings, and trains models using temporary resources of the GPU. Grid.ai manages all provisioning of infrastructure resources in the background by ensuring that the datasets are optimized for large-scale use.

It’s best for a streamlined training pipeline for data scientists that can minimize cloud costs.

3 Pinecone/ Zilliz

The two start-ups Pinecone and Zilliz, offer vector search to businesses. It is a pure SaaS that offers uploads by machine learning model to the server and submits a query via the API. The team of Pinecone handles all the aspects ranging from security to operational concerns hassle-free.

2 Seldon

Seldon also offers open core products that can provide additional enterprise functionality on top. The core of the company is its open-source component. It also provides an open-source Alibi library for testing and explaining machine learning models. The unique feature of Seldon Core is flexibility with the technology stack.

1 Weights and biases

Weights and biases have made a mark in the field of machine learning impacting the data scientist looking for well-designed experimental tracking service. The W&B can quickly integrate with all machine learning libraries. It can also be used as a way to control hyperparameters where everyone in the team can see results and reproduce the experiments.

The post CHECK OUT FIVE LEADING AI START-UPS IN MLOPS IN 2021 appeared first on Artificial Intelligence.

Analytics Insight presents the top 10 Artificial Intelligence in education start-ups in India.

The sudden outbreak of the coronavirus pandemic has created havoc in the education sector worldwide. Students are uncertain about when the educational institutes will again commence their classes, especially in India. Almost all the educational institutes are closed since March 2020 due to the emergence of the corona waves and the increase in infected cases. But one of the most important sectors in India is the education sector. The future of India depends on smart and intelligent youth. Thus, there is a tremendous growth of educational start-ups that are focused on integrating Artificial Intelligence into education. It is essential for students to continue the learning process at home efficiently and effectively. Artificial Intelligence models are helping them to learn new things in multiple interactive ways at home. The edtech start-ups are initiating to help the rural students as well who lack proper facilities to achieve milestones. Let’s look at the top 10 Artificial Intelligence in education start-ups in India.

• ARTIFICIAL INTELLIGENCE AND WHAT DOES IT MEAN FOR EDUCATION
• ANALYTICS IS SET TO CHANGE THE FACE OF EDUCATION HOW
• BEST AFFORDABLE DRONES THAT USERS CAN BUY IN INDIA IN 2021
• INDIA IS OUR FASTEST GROWING TALENT LOCATION: MIKE CANNON-BROOKES, CO-FOUNDER AND CO-CEO, ATLASSIAN

Top 10 Artificial Intelligence in education start-ups in India

Eupheus

Eupheus, is focused on bringing 21^st-century learning solutions from the global market to the Indian market for the youth of India. It provides an opportunity to prepare for the life ahead with the implementation of Artificial Intelligence in its approach. The tech-driven tools are integrated with the curriculum from Pre-K to 12^th standard to provide valuable experience to students. It reinforces successful access to education throughout their school careers and professional life. In 2020, Eupheus raised US$4.3 million in Series A funding. It also provides curriculum e-books, materials, assessments, projects as well as tools made of Artificial Intelligence algorithms. There are multiple subjects like English, Mathematics, EVS, and many more. These are affiliated with state and central educational boards.

Practically

Practically, is one of the popular Artificial Intelligence in education startups, based in Hyderabad, that brings the learning experience in a practical mode. There is a self-learning app to score an A grade in classrooms with a better understanding of the concepts.  The edtech start-up believes in enabling a practical experience for students from class six to twelve while having engaging and interacting classes. There are more than 3.5 lakhs students enrolled in the start-up as well as over 18,000 teachers with a good profile. This start-up is trusted by more than 200 schools in India for its immersive video content. It provides an edge-of-the-seat experience with Augmented Reality and Virtual Reality education at any place at any time for the students to continue learning.

Mindler

Mindler, is focused on providing counseling sessions to students who are concerned with their career decisions. It is well-known that the beginning of the career is most essential to enhance the standard of living. The decisions must be taken with utmost calculations and research. The edtech start-up utilizes Artificial Intelligence and machine learning with strategic human intervention to kickstart the careers of students. It has an aim to minimize human bias in the career decision-making process by leveraging cutting-edge technology and research. It provides career counseling from class 8 to graduates.

Counting Well

Counting Well, is a popular edtech start-up, based in Bengaluru, providing master maths from home in 20 minutes a day to interested students. It provides multiple fun learning mathematics classes from class 6 to 8 with a step-by-step personalized learning path. The students can receive personalized AI-based maths workout plans for a better understanding with minimal screen time. The Artificial Intelligence algorithms are designed to enhance the learning experience because the algorithms help to detect the appropriate skill level.

Jungroo Learning

Jungroo Learning has the vision to cater to the needs of each student who has the desire to learn more. It is a B2B SAAS-based start-up to help educators understand the learner’s journey with the help of an Artificial Intelligence-based personalized adaptive learning platform. The reinforcement learning in AI helps to power the personalization engine as well as with a faster diagnosis of master’s level, monitoring of learning state, and many more. It has also been awarded the Millennium Alliance Grant under Education. The authorized share capital of Jungroo Learning is Rs. 1 million.

Real Learning

Real Learning, is focused on overcoming stressful evaluation cycles with the implementation of Artificial Intelligence for teachers across India. Artificial Intelligence has enabled digitized checking of handwritten answer sheets and generates promising insights for teachers as well as students. The evaluation insight provides concept level analysis, cognitive ability assessment as well as personalized performance reports. RealLearning holds the record of evaluating more than one million answers while saving over 3000 man-hours. It tries to disrupt assessments through digitization, automation as well as analytics. The sophisticated image recognition and AI techniques are used to automate evaluation for reducing book-keeping as well as operational hassles.

Embibe

Embibe, is yet another Artificial Intelligence in education startup focusing on free learning content and Artificial Intelligence-based customized recommendations. This motto helps multiple students to achieve the best score by improving attempt strategies and time management. It provides classes from class 8 to 10 with national-level examinations like JEE Main, NEET, AIIMS, JEE Advanced, Bank, Railway, BITSAT, and so on. The research is focused on mentor intelligence, content intelligence as well as student intelligence with the implementation of Artificial Intelligence in education.

StemROBO Technologies

StemROBO Technologies is focused on providing integrated end-to-end offerings to educators across the country by leveraging Artificial Intelligence in education. It acts as an enabler for students to learn and innovate in Robotics, IoT, and many more disruptive technologies. It has over 5 lakh students and teachers at the K-12 level through unique custom-designed patented DIY kits, innovative pedagogy as well as world-class content and methodologies. The curriculum includes students receiving real-life exposure to AI concepts.

Avishkaar

Avishkaar, is focused on creating an army of young innovators in Robotics and next-generation cutting-edge technologies. It provides a comprehensive platform to teach the students about modern skills such as coding, Robotics, Artificial Intelligence, IoT, and many more. Around 1 lakh students use the kits and courses for a better understanding and more than 1500 schools across India are registered with Avishkaar. It has interactive courses for students from 5 years old to 15 years old. It has also set up Tinkering Labs in over 700 schools with its own equipment and solutions. There are monthly engagement activities, six subjects, training supports, events, and competitions.

Robokart

Robokart, has initiated to take supplementary training in multiple educational institutes to teach students about Robotics, Augmented Reality, Artificial Intelligence, and so on for practical experience. The program is adopted by more than 1000 educational institutes in India with over 1 lakh students. It provides four courses for students from grades 1 to 8 with three options for coding. It helps the kids to understand design games, logical thinking, app creation, website making, coding languages as well as problem-solving techniques.

The post TOP 10 ARTIFICIAL INTELLIGENCE IN EDUCATION START-UPS IN INDIA appeared first on Artificial Intelligence.