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TensorFlow 2.0 Tutorial - Full Course | TensorFlow Tutorial | Deep Learning | Great Learning

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In this video, we will delve right into the depths of understanding one of the most popular libraries in Python. TensorFlow is one of the most widely used frameworks for deep learning in today’s world. It is constantly trending and more and more employers are looking forward to hiring experts in this domain. This video on TensorFlow 2.0 Tutorial covers everything you would need to know to get started with the library. The instructor will be covering a lot of concepts right from the installation of the library all the way to helping you understand how you can build a convolutional neural network and more. You will get a practical understand of not just CNNS but also an understanding of how you can perform digit classification using the MNIST dataset and more.
00:00:00 Introduction
00:01:35 Agenda
00:04:07 Introduction to TensorFlow
00:15:50 What are Tensors?
00:26:40 How to install TensorFlow?
00:37:59 Introduction to Neural Networks
00:45:27 Mathematics behind Neural Networks
00:48:55 Getting started with TensorFlow
01:02:10 Hands-on sessions using TensorFlow
01:03:27 Digit classification using MNIST dataset
01:24:00 How does a Convolutional Neural Network work?
01:40:49 Binary image classifier with CNNs
02:02:50 Summary
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