7 free courses for mastering AI and neural networks

Courses from DeepLearning.ai
The series of courses on neural networks by Andrew Ng on the Coursera platform provides in-depth knowledge about neural networks, their architectures, and optimization methods. The course covers all key aspects of deep learning, including convolutional and recurrent neural networks, as well as generative adversarial networks (GANs), with an emphasis on practical application of models using Python and TensorFlow.

Deep Learning Nanodegree from Udacity
An intensive course teaching the creation and application of neural network models in real-world projects. It covers key technologies and algorithms of deep learning: computer vision, natural language processing, and recommendation systems. The course includes practical projects to reinforce the acquired knowledge.

Practical Deep Learning from fast.ai
A free course for quickly mastering deep learning using PyTorch. The main focus is on practical application: students learn to create high-performance models for image classification, text processing, and other tasks.

Elements of AI from MinnaLearn and University of Helsinki
The course consists of two parts: the first is dedicated to an introduction to AI, explaining what it is, what can and cannot be done with AI, and how it affects our lives. The second part explores the algorithms underlying AI creation, with an emphasis on practical use and development using Python.

Introduction to ChatGPT from DataCamp
The course helps you master the effective use of ChatGPT to boost productivity. You will learn how to formulate precise prompts, improve AI responses, and avoid common mistakes such as receiving vague or false information. The course includes video lessons and practical exercises to develop skills in precise prompting and safe AI usage.

Spinning Up in Deep RL from OpenAI
The course offers an introduction to the fundamental principles of deep learning and neural networks. It includes theoretical materials, practical tips, and code examples aimed at understanding the core concepts of deep learning.

Google AI Essentials from Google
The course is designed to teach basic AI skills from scratch. You will learn how to use AI to generate ideas, create content, and automate everyday work tasks, such as email processing. In less than 10 hours, you will gain practical understanding of AI application in real life and receive a certificate from Google.