Top 5 Online Courses to learn PyTorch and Keras for Deep Learning in 2021 - Best of Lot

Hello guys, if you want to learn PyTorch and Kearas from scratch and looking for the best PyTorch and Keras online courses, then you have come to the right place. In the past, I have shared the best machine learning courses and best TensorFlow courses, and today I will share the best Keras and Pytorch courses for beginners and experienced programmers. PyTorch and Keras are two deep learning libraries developed by two big companies Facebook and Google, aiming to facilitate the creation of deep learning applications like face recognition and self-driving cars, and so on.
Pytorch is a deep learning library developed by none other than tech giant Facebook to build machine learning models like NLP and computer vision, just to name a few. Keras is just an interface that lets you reach the behemoth of the other deep learning libraries like TensorFlow, Theano, and Microsoft CNTK.

Learning these two libraries these days has become an essential part for anyone who wants to enter the world of AI and deep learning or if you want to boost your career as one of the best Deep Learning Research engineers and get a job in almost every company.

In the past, I have shared books, tutorials, certifications, and the best online courses to learn Machine Learning from scratch. If you are new to the Machine learning world, you can also go through them to build some foundation first.

In this article, you will find the most helpful online courses that teach you how to perform deep learning techniques in computer vision, chatbots, recurrent neural networks, convolutional neural networks, and much more.






5 Best PyTorch and Keras Online Courses for Machine Learning

Without any further ado, here is the list of best online courses to learn PyTorch and Keras, two of the most popular Machine learning libraries from Facebook and Google. The list includes both basic and advanced courses to learn PyTorch and Keras in depth. The list includes courses to just learn Pytorch or Keras and an online training course that covers both of them. 

1. Complete Tensorflow 2 and Keras Deep Learning Bootcamp 

This is one of the best courses to learn about TensorFlow and Keras on Udemy. This course will walk you through the basic concepts of machine learning and then shows you how to implement these techniques in real-world programs, so you will get some experience in machine learning while you learn this course.

You will start with TensorFlow machine learning library concepts since Keras is just an interface of TensorFlow that will walk you on how to use Keras APIs to classify images, predict future data, and generate text like humans using the RNN techniques.

You will learn in this course:
  • Connect Keras API with TensorFlow and build machine learning applications.
  • Using Google collab and TensorBoard to visualize your deep learning models.
  • Data visualization using Matplotlib and seaborn.

Top 5 Courses to learn PyTorch and Keras for Machine Learning - Best of Lot




2. Introduction to Deep Learning [Udemy]

This is another good Udemy course to learn Deep Learning and learn Keras library by creating models. The course teaches you the essential steps on how deep learning networks and AI in general work and some basics like gradient descent, backpropagation, activation functions, etc.

After that, you will get hands-on experience on implementing these basic methods in the real world using Keras like performing the regression and classification, CNN, and RNN, and you will end the course with a project that you need to create complete the course and get certified.

You will learn in this course:
  • Some Basic concepts of deep learning and AI.
  • Using Keras to create deep learning models.
  • See the other different deep learning libraries.


best Udemy course to learn Deep learning and neural network




3. Deep Learning with Python and PyTorch [edX]

This is the best edX course to learn the PyTorch library and Deep Learning with Python. In this online training course, you can learn PyTorch for deep learning using python, and it requires some mathematical training like algebra and calculus alongside some python basic training.

You will learn in this course:
  • An Introduction to PyTorch library.
  • Create different regression models.
  • Make your prediction more accurate.
Another point that makes this program unique and different is that it will deep dive you into comprehensive methods of using PyTorch to build models such as logistic regression and how to make your prediction more accurate using the dropout layers.

best edx online course to learn PyTorch





4. Foundations of PyTorch [Pluralsight]

This is the best Pluralsight course to learn PyTorch in 2021. This online training course will start with simple deep learning terms like neurons and activation functions then walk you through the practical examples.

You will learn in this course:
  • Deep learning concepts.
  • Build PyTorch models.
  • Optimize your neural network.
You will learn how to choose the best parameter values in your PyTorch models, and you should train your neural network and then implementing some techniques like gradient descent.

Btw, you would need a Pluralsight membership to access this course which costs around $29 per month or $299 per year. The membership is completely worthy of your time and money, and I highly recommend every programmer if they can afford to keep themselves up-to-date. You can also use their 10-day-free-trail to access this course for FREE.

best pluralsight course to learn PyTorch and deep learning




5. Modern Deep Learning in Python

If you want to learn PyTorch alongside Keras in one course, this is definitely the right course for you. It will show you how to use these two different and other deep learning libraries such as Theano and CNTK.

You will see how to create programs like facial expression recognition and many techniques such as weight initialization and batch normalization to make your model much more accurate, but the course requires some basic knowledge on how deep learning works.

You will learn in this course:
  • Many deep learning libraries alongside PyTorch and Keras.
  • Build a facial expression recognition program.
  • Techniques to make your prediction more accurate.

best Udemy course to learn Modern Deep learning with Keras


That's all about the best deep learning courses on PyTorch and Keras. While they all cover the basics of PyTorch and Keras, some of them may look a little bit deep for you, and a little bit hard, and some have math more than you expected, but I guarantee that these courses will give you an introduction to the world of deep learning and AI.

These are also the best online training courses to learn PyTorch and Keras from Udemy, Pluralsight, and edX, and you can join any of them to deep dive into these essential Machine learning libraries.

Other useful Data Science and Machine Learning resources

Thanks for reading this article so far. If you find these PyTorch and Keras online courses useful, please share them with your friends and colleagues. If you have any questions or feedback, then please drop a note.

P. S. - If you are interested in learning PyTorch and Keras and looking for free online training courses to start with, you can also check out this Deep Learning with Pytorch for Beginners free course on Udemy. It's completely free, and all you need is a free Udemy account to join this course.

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