36 Free Online Learning Resources and Platforms

It seems like these days you can learn just about anything online for free, but of course some of that information is better than others. There are probably many more advantages to Internet-based courses, but I think you get the idea. The point is that we live in an ever-changing world that is ripe with new possibility. The ability to learn new information or a new skill whenever you want and wherever you want offers far greater opportunities for education than ever before. The scope and reach of education broadens to far greater horizons that perhaps ever imagined.

A study by IBM reported that those enrolled in eLearning courses learn 5 times more material compared to traditional courses. eLearning has proven to be more versatile than traditional methods of teaching, this has been proven over the last couple of months due to the impact of Covid-19 on all types of education. Both traditional learning and online learning share the same objectives, they both want to create the best learning environment for the student. However, the question remains, does the benefits of eLearning tip the scales moving forward for shaping education.

Stuck at home and eager to learn something new? The good news is there are plenty of reputable places to educate yourself online for free, and here’s a good 36 of them to get you started. Our list of free online learning platforms offer classes you can take now from anywhere you wish at anytime you choose. The topics include Data Science, Classical Machine Learning, Computer Vision, Deep Learning, Natural Language Processing, Reinforcement Learning, Finance, Economics, Investing, Personal Finance and many more.

Classical Machine Learning

1. Machine Learning Crash Course By Google – A 15 hour fast paced machine learning course by google which gives you a brief introduction about machine learning along with hands-on exercises and lectures form google researchers. It also includes introduction to TensorFlow for deep learning.

Computer Vision

1. Convolutional Neural Networks for Visual Recognition – This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. From this lecture collection, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision.

Deep Learning

1. Neural Networks by 3Blue1Brown – A playlist containing 4 (four) videos about neural networks and their working. It gives a mathematical intution about neural networks and concepts like Gradient Descent and Backpropogation.
2. Introduction to TensorFlow For Deep Learning – With this course you’ll learn how to build deep learning applications with TensorFlow. This course was developed by the TensorFlow team and Udacity as a practical approach to deep learning for software developers. You’ll get hands-on experience building your own state-of-the-art image classifiers and other deep learning models. You’ll also use your TensorFlow models in the real world on mobile devices, in the cloud, and in browsers. Finally, you’ll use advanced techniques and algorithms to work with large datasets. By the end of this course, you’ll have all the skills necessary to start creating your own AI applications.
3. Deep Learning Specialization – This is one of the most recommended course for getting started with Deep Learning. Created by Andrew NG, you will learn the fundamentals of deep learning like how to make a neural network , CNN , LSTM, etc. Also this specialization contains hands-on exercises with python and TensorFlow. This is a specialization course containing 5 sub courses, you can enroll in any of them absolutely free.

Reinforcement Learning

1. Introduction to Reinforcement Learning – With this free course you will explore the domain of reinforcement learning and how automated decisions are taken. you will get a deep understanding of how efficient the algorithms are for single and multi-agent planning as well as approaches to learning near-optimal decisions from experience.

Economics

1. How the economic machine works by Ray Dalio – A primer on how the world economics works. This 30 minute video can be more insightful than an ecnomics class for some. It is made by the famous hedge fund manager Ray Dalio.

Investing

1. Learn Value Investing like Warren Buffet by Sokhi Team (Mr. Chanpreet Singh) – This is a beginner friendly Stock Investing strategy by Sokhi Team (Mr. Chanpreet Singh) which helps a retail investor to apply basic investing strategy to pick fundamentally strong stocks for investing purpose.

Trading

1. BabyPips – School of Pipsology – Learn forex trading from zero to expert level. Since this course focuses on core concepts as well, it can help with cryptocurrency and other trading as well.
2. Crypto Trading Tutorials by Trading Room – Learn competent trading strategies from a veteran of crypto twitter. He also provides you with easy-to-use screeners to pick good setups.

3D Graphics

1. Official Blender Tutorials – Blender is an open source 3D computer graphics software. The blender team provides official tutorials for getting started with Blender. Check out the Blender Fundamentals playlist for a comprehensive quickstart.

Multi-language resources

1. Duolingo – Duolingo is a popular web and mobile app to learn most languages. If you want one definitive resource to learn any language you want, check out Duolingo.

Sanskrit

1. Learn Sanskrit Android App by Amar D – A simple app that teaches from root words to more complex words. This is not a complete Sanskirt learning app but more of an intro to the Sanskrit language.

Copywriting

1. Kopywriting Course – A 1 hour video course into copywriting. These doesn’t cover everything but give you a solid ground on copywriting. At the end, the author suggests books to learn more on the topic.

Digital Marketing

1. Fundamentals of Digital Marketing – A course designed by Google to help you understand the basic concepts of Digital Marketing and how to use it to grow your business exponentially. It also comes with a free certification.