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Top 5 Courses to Learn PyTorch and Keras for Beginners in 2022 - Best of Lot

Hello guys, if you want to learn PyTorch and Kearas from scratch and look for the best PyTorch and Keras online courses, 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.

PyTorch enables you to craft new and use existing state-of-the-art deep learning algorithms like neural networks powering much of today's Artificial Intelligence (AI) application, and its very hot now which means there a lot of PyTorch jobs available in the market. 

PyTorch is also used by companies like:
  • Tesla to build the computer vision systems for their self-driving cars
  • Meta to power the curation and understanding systems for their content timelines
  • Apple to create computationally enhanced photography.

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.

This article 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 Beginners in 2022

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 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 covering both of them. 

1. Complete Tensorflow 2 and Keras Deep Learning Bootcamp 

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.
  • Use 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 [Coursera Course]

This is another good Udemy course to learn Deep Learning and learn the 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 in 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.

By the way, instead of joining these courses and specialization individually, you can also join the Coursera Plus, a subscription plan from Coursera which gives you unlimited access to their most popular courses, specialization, professional certificate, and guided projects. 


best Udemy course to learn Deep learning and neural network





3. PyTorch for Deep Learning on Zero to Mastery Academy

This is the newest and most up-to-date course to learn PyTorch one of the most popular Deep learning library. This course is created by Daniel Bourke, one of the popular ZTM academy instructor and deep learning expert. 

In this course, you will learn Deep Learning with PyTorch by building a massive 3-part real-world milestone Project. Yes, you will learn by doing, my favorite and one of the best way to learn new technology like PyTorch.

Learning From Daniel also makes it easy and fun as Daniel takes you step-by-step from an absolute beginner to becoming a master of Deep Learning with PyTorch. After completing this course, you'll have the skills and portfolio to build your own deep learning models using PyTorch and be able to get hired as a Deep Learning Engineer.

In short, an ideal PyTorch course for anyone who wants a step-by-step guide to learning PyTorch and want to become a Deep Learning Engineer and earn over $100,000 / year. All Students, developers, and data scientists who want to demonstrate practical machine learning skills by actually building and training real models using PyTorch can also join this course. 

Btw, you would need a ZTM membership to watch this course which costs around $39 per month but also provides access to many super engaging and useful courses like this one. You can also use coupon code FRIENDS10 to get a 10% discount on this course or any subscription you choose.

best PyTorch course for beginners





4. Deep Learning with Python and PyTorch [edX Course]

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





5. Foundations of PyTorch [Pluralsight Course]

This is the best Pluralsight course to learn PyTorch in 2022. This online training course will start with simple deep learning terms like neurons and activation functions and 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 implement 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




6. Modern Deep Learning in Python [Udemy Course]

If you want to learn PyTorch alongside Keras in one course, this is definitely the right course. 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 of 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.
Talking about social proof, more than 30,000 students have already joined this course and its created by Lazy programmers, one of the best Udemy instructor when it comes to teaching Machine Learning topics. It is also one of the highest rated Deep learning course with on average 4.7 rating on Udemy
best Udemy course to learn Modern Deep learning with Keras




That's all about the best deep learning courses on PyTorch and Keras in 2022. 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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