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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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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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