7 Free Deep Learning Online Courses and Tutorials in 2021

Are you looking for the Best Free Deep Learning Online Courses? If yes, then you are in the right place. In this article, you will find the 7 best free deep learning online courses. So give few minutes and find out the best deep learning online courses free for you.

Now, without any further ado, let’s get started-

Best Free Deep Learning Online Courses

1. Intro to Deep Learning with PyTorch– Udacity

Time to Complete- 2 Months

This is a free deep learning online course. In this course, you will learn the basics of deep learning using PyTorch. This course will teach how to build your first neural network with PyTorch to classify images of clothing.

In this course, you will also train a convolutional network to classify dog breeds from images of dogs. You will also learn style transfer and how to build recurrent neural networks with PyTorch.

Then you will implement a network that learns from Tolstoy’s Anna Karenina to generate new text based on the novel. In the end, you will learn Natural Language Classification and use your network to predict the sentiment of movie reviews.

Who Should Enroll?

  • Those who are comfortable with Python and data processing libraries such as NumPy and Matplotlib.

Interested to Enroll?

If yes, then start learning- Intro to Deep Learning with PyTorch

2. Applied Deep Learning: Build a Chatbot — Theory, Application– Udemy

Rating- 4.5/5

Time to Complete- 6hr 8min

This is another free course to learn deep learning. In this course, you will learn the theoretical concepts of RNNs, LSTMS, and Sequence Models to build a Chatbot. Then you will learn PyTorch.

This course will not teach the basics of deep learning. This course only teaches how to build a Chatbot using deep learning. In this course, you will understand the theory of how RNNs and LSTMs work.

Who Should Enroll?

  • Those who have some basic knowledge about Neural Networks and are comfortable in Python programming.

Interested to Enroll?

If yes, then start learning- Applied Deep Learning: Build a Chatbot — Theory, Application

3. Intro to TensorFlow for Deep Learning– Udacity

Time to Complete- 2 months

In this course, you will learn how to build deep learning applications with TensorFlow. You will build a neural network that can recognize images of articles of clothing.

You will also learn Convolutional Neural Networks and use a convolutional network to build more efficient models for Fashion MNIST.

This course will also teach Transfer Learning, Time Series Forecasting, and Natural Language Processing. In the end, you will learn how to use TensorFlow lite to build machine learning apps on Android, iOS, and IoT devices.

Who Should Enroll?

  • Those who know Python programming and basic algebra.

Interested to Enroll?

If yes, then start learning- Intro to TensorFlow for Deep Learning

4. Intro to Deep Learning– Kaggle

Time to Complete- 4 hrs

In this free deep learning online course, you will learn how to build your own neural network using Keras and Tensorflow. In this course, you will apply neural networks to regression and classification.

Throughout this course, you will apply your learning to real-world datasets. In the end, you will detect the Higgs Boson With TPUs.

Who Should Enroll?

  • Those who have a good understanding of machine learning.

Interested to Enroll?

If yes, then start learning- Intro to Deep Learning

5. Introduction to Deep Learning-edX

Time to Complete- 16 weeks

The course material of this course is freely available, but for a certificate, you have to pay. Which I think is not required. In this course, you will learn the fundamental concepts of deep learning.

You will learn the types of neural networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks, Bias, and Discrimination in Machine Learning.

Who Should Enroll?

  • Those who have programming knowledge and mathematics (linear algebra, statistics) knowledge.

Interested to Enroll?

If yes, then start learning- Introduction to Deep Learning

6. Deep Learning Fundamentals with Keras-edX

Time to Complete- 5 Weeks

In this course, you will learn the basics of deep learning and how to build your first deep learning model using Keras. This course will teach supervised deep learning models, such as convolutional neural networks and recurrent neural networks, and how to build a convolutional neural network using the Keras library.

The course material of this course is available free, but for a certificate, you have to pay. In this course, you will also learn how do neural networks learn and what are activation functions.

Who Should Enroll?

  • Those who are comfortable in Python programming and Machine Learning.

Interested to Enroll?

If yes, then start learning- Deep Learning Fundamentals with Keras

7. Basics of Deep Learning– Udemy

Rating- 4.2/5

Time to Complete- 1hr 46min

This is a very basic course and teaches the fundamentals of Neural networks, Convolutional networks, and Recurrent networks. You will also get to know applications of deep learning in areas like image recognition, natural language processing, etc.

Who Should Enroll?

  • Those who know basic mathematics.

Interested to Enroll?

If yes, then start learning-Basics of Deep Learning.

And here the list ends. I hope these Best Free Deep Learning Online Courses will definitely help you. I would suggest you bookmark this article for future referrals. Now it’s time to wrap up.

Conclusion

In this article, I tried to cover the 7 Best Free Deep Learning Online Courses. If you have any doubts or questions, feel free to ask me in the comment section.

All the Best!

Enjoy Learning!

NOTE- Some of the links in the post are Affiliate Links. This means if you click on the link and purchase the course, I will receive an affiliate commission at no extra cost to you😊.

Hi, I am Aqsa Zafar, a Ph.D. scholar in Data Mining. My research topic is “Depression Detection from Social Media via Data Mining”.