Tensorflow for Beginners

A complete guide for building machine learning and deep learning solutions using Tensorflow

4.10 (77 reviews)
Udemy
platform
English
language
Data Science
category
Tensorflow for Beginners
626
students
4 hours
content
Dec 2018
last update
$44.99
regular price

What you will learn

Learn Tensorflow from groundup

Learn to build real world AI and ML apps using tensorflow

Learn ML lifecycle and Tensorboard

Learn to implement neural networks using Tensorflow

Description

Get your hands on the latest and easiest TensorFlow Course on Udemy!

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, lifecycle, TensorBoard and so much more.

The 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.

The course combines theory and real-world applications to offer the most practical course that can help you learn TensorFlow in a systematic manner. It will show you how you can get started on machine learning, deep learning and building your own neural networks from scratch.

The course starts with a detailed introduction into TensorFlow and its basics, including delving into the TensorFlow Foundation. It also covers the Machine Learning Lifecycle, TensorBoard, Logical Regression, Neural Network Basics, Single & 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.

Content

Introduction

Introduction

Tensorflow Foundations

Tensor flow Foundations Part 1
Tensor flow Foundations Part 2

ML lifecycle & TensorBoard

The Machine Learning Lifecycle Part 1
The Machine Learning Lifecycle Part 2

The Machine Learning Lifecycle & Using TensorBoard

Tensor Board - Part 1
Tensor Board - Part 2

Logistic Regression & NN Basics

Part 1
Part 2

Single & Multiple Hidden Layer NNs

Part 1
Part 2
Part 3

Convolutional NNs

CNN - Part 1
CNN - Part 2
CNN - Part 3

Deep Learning

Deep Learning - Part 1
Deep Learning - Part 2

Final Project

Problem statement
Code Solution
Bonus Lecture: More Interesting Stuff, Offers and Discounts

Reviews

Vladimir
October 20, 2023
He explains the theory well. However, he does not reply to the questions that were asked and has never updated the course. Many things have changed, and they do not work the way he is teaching. I suggest Udemy remove this course. It can be taken without too much effort, especially because we are learning, so it is difficult to make adjustments to the new TensorFlow.
RIck
November 23, 2020
Nothing worked as described. Installation required hours of googling. Now I am stuck with module 'tensorflow' has no attribute 'placeholder' since this is for an earlier version of tensorflow. This course should have been updated. Waste of time and money for me.
Lata
October 12, 2019
The tutorials are incomplete, almost everything is like "will look later". Explanations is very less relevant to the topic. Not worth the price even after discount. Not good.
Seth
May 31, 2019
This was a good match with my current skill level. I am a beginner with TensorFlow and Python, but know enough conceptually to keep up and understand the examples.
Leandro
March 17, 2019
It is good course but more details in how to install Jupyter should be very appreciatted and make the course richier.
Raymond
October 6, 2018
Provides good foundation for what tensorflow is; however, like most tensorflow courses, it ignores computational graph theory.
Ritesh
July 30, 2018
Incredible course with great strategies, you get the opportunity to attempt every idea in the code to comprehend the inward workings, Everything is sorted out so well. Suggested for Beginners
Mohamed
July 29, 2018
To the point! It would have been more instructive to provide other examples code at least as Jupiter code with some comments explaining the lines code to help us experiment more by ourself on how to use different models and how to link then with the different TF large library.
James
July 5, 2018
A very helpful in insightful course with great models and excellent reference material. There is a lot of data preparation and manipulation with Pandas to get the data organized. All a good item to be addresses but it would be good to list Pandas knowledge as a prerequisite or dependency. Also the presenter needs to follow the process of: Tell us where we are going, tell us the details, and then summarize and review, telling us what he told us. This could be at section boundaries so as to not lengthen the course. Great and very worthwhile final project. I learned a LOT!!
Hemant
June 18, 2018
I don't have any prior knowledge of tensor flow. I feel that not enough information is being given for building blocks and course if being rushed. May be I'm wrong and these will be explained later in details.
Richa
April 23, 2018
Top quality material. Learned from basic. Tutor has many things to offer from this course. I'll surely recommend it to others.

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Related Topics

1583732
udemy ID
3/6/2018
course created date
11/20/2019
course indexed date
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