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From Google’s Self Driving Car to Apple’s Siri, all of these are applications of Deep Learning.
And that is why top companies such as Google, Facebook and Amazon are looking to hire people skilled in the domain of deep learning.
So, keeping in mind, the importance of deep learning, we have come up with this full course on ‘Deep Learning’.
🏁 The session will cover the following topics:
00:00:00 - Introduction
00:02:11 - Installing Python and other IDEs
00:06:15 - Variables in Python
00:08:49 - Data Types in Python
00:11:36 - Operators in Python
00:17:29 - Python Strings
00:21:50 - Data Structures in Python
00:33:32 - Flow Control Statements in Python
00:51:15 - Python Functions
00:55:41 - Object-Oriented Programming in Python
01:10:23 - Numpy in Python
01:29:05 - Pandas in Python
01:52:02 - Matplotlib in Python
02:16:03 - History behind Deep Neural Networks
02:22:05 - Relationship between Artificial and Biological Neuron
02:32:11 - Working of Perceptron
03:11:45 - Demo on McCullohPitt and Rosenblat Neurons
03:31:43 - Architecture of Artificial Neural Network
04:34:15 - Activation Functions
05:40:56 - Demo on Wine Dataset using Keras Sequential Model
08:11:14 - Back-propagation and Gradient Descent Algorithm
08:49:42 - Demo on MNIST dataset
🔥Check Our Free Courses with free certificate:
📌Deep Learning With Python Course: https://glacad.me/3oWlrVp
⚡ About Great Learning Academy:
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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