Learn TensorFlow in an Hour

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Manish Shivanandhan

47:56

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1. Introduction

1. Start here!.html

2. Welcome to the course.mp4

01:16

3. Tensors and Tensorflow.mp4

02:15

2. Tensorflow Basics

1. Working with Tensorflow.mp4

06:18

2. Generating and Loading Tensors.mp4

06:06

3. Basic Operations using Tensorflow.mp4

08:27

4. One-hot Encoding.mp4

01:46

5. Working with GPUs and TPUs.mp4

02:11

3. Building and Training the Model

1. Preparing the Model.mp4

08:26

2. Optimizer and Loss Function.mp4

02:23

3. Compiling and Training the Model.mp4

03:45

4. Predicting Handwritten Digits.mp4

04:17

4. Conclusion

1. Conclusion.mp4

00:46

2. Final Notes.html

Description

Build a Handwriting Recognition deep neural network using Computer Vision

What You'll Learn?

Understand Tensors and Tensorflow
Learn how to generate Tensors
Learn basic operations using Tensorflow
Build a Handwriting recognition deep learning model using Tensorflow

Who is this for?

Beginner python developers with basic understanding of machine learning looking to understand how to work with Tensorflow.

What You Need to Know?

Basic knowledge of how machine learning works. Resources will be provided in the introduction.

More details

Description
If you're interested in building and training machine learning models, TensorFlow is a powerful program that can help you do that. This course offers an introduction to TensorFlow and provides instruction on how to use it to build deep-learning AI models. One of the benefits of TensorFlow is its flexibility and ability to work with datasets of all sizes.

Throughout the course, you'll learn about Tensors and Tensorflow in detail and discover how to work with them. Additionally, you'll gain a solid understanding of how to use TensorFlow to create models for different types of datasets. This includes working with GPUs and TPUs, which are specialized computer chips. These chips helps expand the capabilities of TensorFlow and improve its efficiency, particularly when working with large datasets.

Finally, we will build a computer vision project where you'll have the opportunity to create a simple TensorFlow model that can recognize handwritten images. By the end of this course, you'll have a firm grasp of what TensorFlow is, how it works, and how to use it to develop machine learning models. So, if you're ready to dive into the world of deep learning and explore what TensorFlow has to offer, let's get started!
Who this course is for:
Beginner python developers with basic understanding of machine learning looking to understand how to work with Tensorflow.

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Web Applications Architect with 6+ years of experience working in technology, marketing and management, delivering solutions for companies across the world including WHO, Curation Corp and Finite Matters Limited. Previously employed by Adappt Technology Partners, a London based software services firm working with world-class engineers to develop solutions for multi billion dollar companies across the world.Skilled in managing remote / on-site dev teams. Core skills include implementing scalable architectures for web and mobile platforms, Machine / Deep learning solutions, and overall Product development. Inspired by interesting ideas that can make an impact.

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