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

Hello guys, 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 theses 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 Engineer and get a job in almost every company.

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

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






5 Best Courses to learn PyTorch and Keras 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 as well as an online training course that covers both of them. 

1. Complete Tensorflow 2 and Keras Deep Learning Bootcamp

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 than 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

The course is talking about the essential steps on how deep learning networks and AI on general work and some basics like gradient descent, backpropagation, the activation functions, and so on.

After that, you will get hands-on experience on how to implement these basic methods in real-world using Keras like performing the regression and classification, CNN and RNN, and you will end the course by a project that you need to create in order to 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

In this 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 on how to use PyTorch to build models such as logistic regression and how to make your prediction more accurate using the dropout layers.






4. Foundations of PyTorch

This course will start you with the 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 much 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.





5. Modern Deep Learning in Python

If you want to learn PyTorch alongside Keras in one course then definitely this is the right course for you. It will show you how to use these two different libraries and many 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 you 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


Conclusion

That's all about the best deep learning courses on PyTorch and Keras. While they all cover 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 then you expected, but I guarantee that these courses will give you the introduction into the world of deep learning and AI.

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, then please share it 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 then 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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