English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 4h 08m | 1.18 GB
A complete guide for building machine learning and deep learning solutions using TensorFlow
Get your hands on the latest and easiest TensorFlow course. Devices are getting smarter thanks to machine learning and artificial intelligence, and that is definitely going to continue. Machines are going to continue getting better and evolve, making tasks easier for humans. With machine learning and AI in the picture, the role of TensorFlow is unavoidable. TensorFlow is an open-source library that is commonly used for data flow programming. It also includes a symbolic math library that can be used for machine learning applications and neural networking. TensorFlow was built by the Google Brain Team for their internal development needs on AI and ML, before it was released to the public.However, it’s currently playing a huge role in helping technology advance to the next level. This makes TensorFlow a powerful technology to learn and master and this is exactly why we have designed this no-nonsense and no-fuss course. Unlike other courses that focus on just the basics, we’ve actually designed a full guide-based course to help you not only understand the fundamentals, but also learn the practical applications of TensorFlow. We’ve created this tutorial to show you the ins and outs of TensorFlow, including the foundation, life cycle, TensorBoard and so much more. The course starts with a detailed introduction into TensorFlow and its basics, including delving into the TensorFlow foundation. It also covers the machine learning life cycle, TensorBoard, logical regression, neural network basics, single and multiple hidden layer neural networks, convolutional neural networks, deep learning, and so much more! In the last section of the course, you’ll use everything you’ve learned throughout the course to build an actual project from scratch. So, what are you waiting for? Enroll now and get started with building your very own neural networks with TensorFlow.
This course is aimed at providing a learning environment for all types of users, from newbies to advanced users. Starting at the very beginning, we have focused on the basics of TensorFlow and from there progress on to difficult concepts. There are also entire sections that are dedicated to deep learning and also using everything you learn in this course to build a complete project from scratch.
What You Will Learn
- Learn TensorFlow from the ground up
- Learn to build real-world AI and ML apps using TensorFlow
- Learn the ML life cycle and TensorBoard
- Learn to implement neural networks using TensorFlow
Table of Contents
01 Introduction
02 Tensor flow Foundations Part 1
03 Tensor flow Foundations Part 2
04 The Machine Learning Lifecycle Part 1
05 The Machine Learning Lifecycle Part 2
06 Tensor Board – Part 1
07 Tensor Board – Part 2
08 Part 1
09 Part 2
10 Part 1
11 Part 2
12 Part 3
13 CNN – Part 1
14 CNN – Part 2
15 CNN – Part 3
16 Deep Learning – Part 1
17 Deep Learning – Part 2
18 Problem statement
19 Code Solution
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