Artificial intelligence is no longer limited to science fiction books and movies. Whether we realise it or not, every day and for almost all usual activities, artificial intelligence has been influencing us in some way or the other. The world has made immense progress in the field, and the global AI market size is predicted to grow from $58.3 billion today to $309.6 billion by 2026, growing at a CAGR of 39.7 per cent during the forecast period.
A couple of years ago, there was a talent shortage in AI. However, tech giants have now realised the need for more data scientists and analysts, and subsequently, have launched courses to cater to this need. At Analytics India Magazine, we take a look at the top AI and ML courses offered by tech giants.
The list is in no particular order.
The five-course programme offered by Google Cloud teaches about the implementation of the latest AI and ML technologies exploring training on AI Platforms Notebooks, Cloud Dataflow, BigQuery, BigQuery ML, TensorFlow, Cloud Vision, Kubeflow Pipelines and Natural Language API.
The programme is divided into courses and skill badge modules. It covers the following topics:
To know about the additional courses and practices, click here.
The NVIDIA Deep Learning Institute offers resources including learning materials and live training programmes for teams, organisations, educators and students to advance their knowledge in artificial intelligence, data science, accelerated computing, graphics and simulation.
The online training courses offered by NVIDIA can be categorised into four parts — Deep Learning, Accelerated Computing, Data Science, Graphics and Simulation. These courses are self-paced and provide NVIDIA Deep Learning Institute certificate on completion. Additionally, it teaches how to build deep learning, accelerating data science applications for healthcare, robotics and manufacturing industries. To know about the latest courses offered by NVIDIA, check this link.
Intel’s AI Academy offers free courses for software developers, data scientists and students. The courses cover topics, explore tools and optimise libraries. The courses are categorised as:
Learn more about the courses here.
Facebook’s Artificial Intelligence Residency Program is a one-year research training program to provide hands-on experience with AI research while working in Facebook AI. During the programme, students get paired with an AI Researcher and Engineer to help solve a research problem and devise new deep learning algorithms and techniques. The research is then communicated to the communities, including CVPR, ICML, ICCV, ACL and EMNLP, and as open-source code.
It is a one-day course offered by Amazon to introduce cloud-based deep learning (DL) solutions on AWS. The Deep Learning on AWS course details how deep learning is useful and explains its different concepts. Additionally, the course trains one on how to run models on the cloud using MNext and Amazon SageMaker frameworks. Students of the course will also get to deploy learning models using services such as Amazon EC2 Container Service and AWS Lambda.
The Microsoft AI School offers different learning paths for candidates at different skill levels to learn the latest technologies at their own pace. Microsoft AI School currently offers the following learning paths, besides a number of others:
To learn new skills or discover learning paths that best suit you, click here.
ISRO, in association with IIRS, has launched courses over the last year to further boost the study of the space tech industry in India.
Here is a curated list of top free AI and data science courses of 2021.
Northwestern University, in collaboration with Great Learning, has launched its flagship 18 month Master in Data Science Programme for learners based in India.
The Maker Space is a platform to foster and develop AI tech to tackle world’s toughest problems.
Statistics and data science are so closely related that many definitions for one discipline can be applied to the other.
Only 3 percent possess skills that are needed for jobs in emerging tech such as AI, machine learning, etc.
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