Ultimate AI Tutorial for Beginners: Learn Artificial Intelligence from Scratch 🤖

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Ultimate AI Tutorial for Beginners: Learn Artificial Intelligence from Scratch 🤖
Great Learning
129.4K views • Feb 28, 2020
Ultimate AI Tutorial for Beginners: Learn Artificial Intelligence from Scratch 🤖

About this video

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People skilled in Artificial Intelligence are paid around $150k per annum. Top companies such as Google, Facebook, Apple, and Microsoft invest heavily in the R&D of their Artificial Intelligence systems. Keeping the importance of artificial intelligence in mind, we have come up with this full course on Artificial Intelligence.

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This session will be taken by Professor Mukesh Rao, who is the Director of Education Data Science at Great Learning. Professor Mukesh Rao has over 20 years of industry experience in Data Science, Market Research and Project Management and has conducted over 100 corporate trainings.
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🏁 Topics Covered:
*Introduction - 00:00:00
*History Behind Deep Neural Networks - 00:02:02
*Relationship between Biological Neuron and Artificial Neuron - 00:08:05
*Working of Perceptron - 00:018:05
Demo on McCullohPitt and Rosenblat Neurons-00:55:34
*Architecture of Artificial Neural Network- 01:17:35
*Activation Functions - 02:20:11
*Demo on Wine Dataset using Keras Sequential Model - 03:35:00
*Back-propagation and Gradient Descent Algorithm -06:13:00
*Demo on MNIST Dataset - 6:44:55
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Here is a list of our other full course videos, you can check out:
✔Data Science Tutorial: https://www.youtube.com/watch?v=u2zsY-2uZiE&t=680s
✔Python for Data Science: https://www.youtube.com/watch?v=edvg4eHi_Mw&t=15700s
✔Machine Learning with Python: https://www.youtube.com/watch?v=RnFGwxJwx-0&t=8732s
✔Statistics for Data Science: https://www.youtube.com/watch?v=Vfo5le26IhY&t=189s
✔Tableau Training for Beginners: https://www.youtube.com/watch?v=6mBtTNggkUk&t=1735s
✔Reinforcement Learning Tutorial: https://www.youtube.com/watch?v=f8bnkro3yXY&t=9940s

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Visit Great Learning Academy to get access to 1000+ free courses with free certificate on Data Science, Data Analytics, Digital Marketing, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity, Software Development, and many more. These are supplemented with free projects, assignments, datasets, quizzes. You can earn a certificate of completion at the end of the course for free.

⚡ About Great Learning:
With more than 5.4 Million+ learners in 170+ countries, Great Learning, a part of the BYJU'S group, is a leading global edtech company for professional and higher education offering industry-relevant programs in the blended, classroom, and purely online modes across technology, data and business domains. These programs are developed in collaboration with the top institutions like Stanford Executive Education, MIT Professional Education, The University of Texas at Austin, NUS, IIT Madras, IIT Bombay & more.

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Feb 28, 2020

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