10 Free Deep Learning Courses for Beginners in 2022
My favorite free online courses to learn Deep learning and Neural network from scratch in 2022. The list includes the best free courses from Udemy, Coursera, edX, and other popular websites.
Hello guys, if you are interested in learning about Deep Learning and how to build AI and looking for free online resources then you have come to the right place. Earlier, I have shared free Machine Learning and Free Data Science courses and in this article, I am going to share free Artificial Intelligence and deep learning courses for beginners.
Clicking on this article link shows that you are very interested to understand and learn more about Deep Learning, but wait! Learning Deep Learning and Neural networks is not that easy and never will be.
The nice thing in today’s world is the online courses of artificial intelligence, Machine Learning, and Deep Learning are increasing every day and it covers not only artificial intelligence but also its subs such as machine learning as well as deep learning.
The artificial intelligence industry id definitely, future skills, and the experts have estimated that the growth will be $15 trillion dollars in 2030 and again another good news is that there is a big shortage in this skills of artificial intelligence, therefore, learning this the field will help you have a successful career or maybe invent a new product that uses artificial intelligence and make a significant amount of money.
The best thing is there are dozens of artificial intelligence and Deep Learning courses but here in this article, I will help you to find the best free courses to start your career in this industry and get a nice background in artificial intelligence, Deep Learning, and Neural Network.
By the way, if you don’t mind spending few bucks to learn a valuable skill like Deep Learning and Artificial Intelligence then I also recommend you to check out Deep Learning A-Z™: Hands-On Artificial Neural Networks by Kirill Eremenko and his team on Udemy. This 22.5-hour course is one of the best resources to learn Deep Learning.
Deep Learning A-Z™: Hands-On Artificial Neural Networks
As seen on Kickstarter *** Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving…
10 Free Courses to learn Artificial Intelligence and Deep Learning for Beginners
Without wasting any more of your time, here is my list of free online courses to learn Artificial Intelligence and Deep Learning for beginners from popular online learning websites like Udemy, Coursera, edX, and Pluralsight.
As I said, these free courses have been created by experts and thousands of developers have already joined these courses. They are also completely online and you can join them from your home or office.
Deep learning is a subset of artificial intelligence which is creating neural networks that mimic the human brain to solve complex problems like recognizing faces and objects.
This course will teach you the foundation of this science without the need for any prior experience.
Starting with the fundamentals and key concepts of this science called deep learning then you will move to practical lessons where you will see also how to improve the deep learning models like improving its accuracy.
You will also see how convolutional networks work that used for recognizing images and objects. Finally, you have a look at the recurrent neural network that is used to make machines interact with humans and understand the texts.
Here is the link to join this free course — Basics of Deep Learning
3. Neural Networks and Deep Learning Andrew Ng [Course Course]
This Probably the most famous and successful course to learn deep learning offered through the Coursera platform. This course has more than 900,000 student enrollment which is insane well as 32% of the people said that they have started a new career after finishing this course.
This course is part of Deep Learning Specialization on Coursera which is created by Andrew Ng and his DeepLearning.ai company. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, levels up your technical career, and take the definitive step in the world of AI.
This course starts by creating simple neural networks as well as understanding the key parameters in these neural networks. After that, you will try implementing other algorithms such as hyperparameter tuning to optimize the neural network performance and also how to diagnose errors in machine learning systems.
You will see also how to create a convolutional neural network to recognize objects as well as work with text data. Worth noting is that while specialization in Coursera is not free but most of the courses are under them are free for audit.
Here is the link to join this course — Neural Networks and Deep Learning
But why when to take a Specialization’s courses for free for audit then you won’t get any certificate. If you are joining this course to get Coursera certificate then you need to either enroll into the specialization or take a subscription plan like Coursera Plus which provides unlimited access to more than 7000+ Coursera courses, projects, and professional certificates.
The artificial intelligence application is huge such as self-driving cars and one of the most famous artificial intelligence applications is known as chatbots where the machine can talk to a human and answer their questions and this course will teach you how to create this kind of application.
The course uses an AIML language to create the chatbot which is an XML-based programming language and you will start by learning the fundamentals such as using the tags and how to call the other categories as well as allowing the chatbot to learn from the users.
Next, you will see how to create buttons, hyperlinks as well as including images and videos in the messages that interact with the users.
Here is the link to join this course — Artificial Intelligence Markup Language
Machine learning also a subset of artificial intelligence like deep learning and the way it works is using built-in algorithms that can learn through experience.
This course created by the IBM company is going to help you learn more about this field using python language.
You will start by understanding this science and its different models like supervised and unsupervised learning. Then you will move to practical lessons such as linear regressions and classification algorithms like a decision tree and logistic regression.
Then you will learn unsupervised learning and building a recommendation system.
Here is the link to join this free course — Machine Learning with Python
5. Artificial Intelligence: The Big Picture of AI [Pluralsight]
Another interesting course to learn artificial intelligence theoretically such as its uses and application also the future of this industry can take this course on Pluralsight. The course will teach you all the tools and technologies that drive this artificial intelligence revolution.
You will get an overview of artificial intelligence and its types as well as the component and different applications of this technology.
You will also see the artificial intelligence history how it was and how it is right now like deep learning, reinforcement learning that makes machines learn by their mistakes.
Finally, you will learn how artificial intelligence created and works and how models training with data as well as the future of this revolution.
Here is the link to join this course — . Artificial Intelligence: The Big Picture of AI
While this course is not exactly free, you can watch it for free by using Pluralsight’s 10-day-free trial which allows you to watch 200 minutes of any course. Pluralsight is also offering all of their 7000+ courses for free this month.
This is another amazing free, hands-on course to learn about Deep Learning on Udemy. This 6-hour long course is no less than any paid course and you can use this to learn how Chatbots work and implement them in Python and PyTorch!
Here are things you will learn in this free Deep learning course:
- Learn the theory behind Sequence Modeling
- Learn the theory of how Chatbots work
- Learn the theory of how RNNs and LSTMs work
- Learn PyTorch from scratch
- How to implement a Chatbot in PyTorch
- Learn the theory of different Sequence Modeling Applications
This course will teach you how to apply Deep Learning. It’s an intermediate-level course so I basic knowledge of Deep Learning and Neural Networks. If you are already familiar, then you ready to start this journey!
Here is the link to join this course — Applied Deep Learning: Build a Chatbot
This is another awesome free online course to learn Tensorflow 2.0 on Udemy. You can use this 1-hour long free course to learn things like RNN, LSTM, GRU, NLP, Seq2Seq, Attention, and Time-series prediction.
Recurrent Networks are an exciting type of neural network that deals with data that come in the form of a sequence. Sequences are all around us such as sentences, music, videos, and stock market graphs.
Here is the link to join this course — Tensorflow 2.0 | Recurrent Neural Networks, LSTMs, GRUs
8. Deep Learning Crash Course for Beginners by FreeCodeCamp
This is a nice, little, free crash course on Deep Learning on FreeCodeCamp’s Youtube Channel. If you are a complete beginner in the Deep Learning space then you can join this course to get ideas about what is Deep Learning, and how you can use it to solve real-world problems.
This course is developed by Jason Dsouza and in this course, you will learn the key ideas behind deep learning without any code. This course is designed for absolute beginners with no experience in programming and you will learn the fundamental concepts and terminology of Deep Learning, a sub-branch of Machine Learning.
Here are the topics covered in this deep learning crash course:
- What is Deep Learning
- Introduction to Neural Networks
- How do Neural Networks LEARN?
- Core terminologies used in Deep Learning
- Activation Functions, Lose Functions, and Optimizers
- Supervised, Unsupervised, and Reinforcement Learning
- Fully-Connected Feedforward Neural Nets, Recurrent Neural Networks, and Convolutional Neural Nets.
In short, a fantastic free deep learning course to learn about Neural Networks, Machine Learning constructs like Supervised, Unsupervised, and Reinforcement Learning, the various types of Neural Network architectures, and more.
You can watch this course for FREE right here or on Youtube.
This is a beginner-level course to create Deep Learning Algorithms in Python. This 2-hour long course is great for beginners to learn Deep Learning in the Python programming language.
Here are things you will learn in this course:
- Understand the intuition behind Artificial Neural Networks
- Build artificial neural networks with Tensorflow
- Classify images, data using deep learning
- Apply Convolutional Neural Networks in practice
More than 2500 students have already joined this course to learn Deep Learning with Python in 2022.
Here is the link to join this course — Data Science: Intro To Deep Learning With Python
This is another great course to learn about both AI and Deep Learning on Udemy. This is a short course with 30 minutes of content but a very interesting and useful one.
Here are things you will learn in this course:
- How to use the Spleeter library to split any song into different parts
- How to use Deep Learning for music editing
- How to use Google Colab for Python programming
More than 6000 students have already joined this course and it has on average 4.7 ratings which are great.
Here is the link to join this course — Amazing AI: Music Editing with Deep Learning
That’s all about the free Deep Learning Courses for Beginners. In the end, I would say that Deep Learning will open the door for tons of business opportunities and maybe developing products that use artificial intelligence for solving and helping people’s problems, and that definitely will makes you money.
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Thanks for reading this article so far. If you like these best free deep learning courses, then 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 looking for the best Machine Learning course and don’t mind paying some money, then Artificial Intelligence A-Z™: Learn How To Build An AI is the best online course on Udemy to start with. This would be the right choice to learn Artificial Intelligence from scratch in 2022.