DeepLearning.AI Free Online Courses & MOOCs

Coursera

DeepLearning.AI

Custom Models, Layers, and Loss Functions with TensorFlow (Coursera)

Data Science

Dive into the world of advanced TensorFlow techniques with 'Custom Models, Layers, and Loss Functions with TensorFlow'. This course will equip you with the skills to build custom machine learning models, craft unique layers, and develop tailored loss functions. Whether you're a data scientist aiming to enhance your neural network's capabilities or an aspiring developer looking to delve deeper into TensorFlow's potential, this course offers a pathway to mastering complex model architectures.

Sep 7th 2026

5-12 Weeks

Machine Learning Neural Networks Players

Coursera

DeepLearning.AI

Generative Deep Learning with TensorFlow (Coursera)

Data Science

Dive into the world of generative models with this comprehensive online course on Generative Deep Learning with TensorFlow. Learn neural style transfer, build AutoEncoders, explore Variational AutoEncoders (VAEs), and create your own Generative Adversarial Networks (GANs). Perfect for data scientists, AI enthusiasts, and developers looking to generate new content and images using deep learning.

Sep 7th 2026

4 Weeks

TensorFlow Deep Learning Autoencoders

Coursera

Stanford University,DeepLearning.AI

Advanced Learning Algorithms (Coursera)

Data Science

Expand your knowledge in machine learning by diving into 'Advanced Learning Algorithms'. This course will guide you through building and training complex neural networks using TensorFlow for effective multi-class classification tasks. You'll also learn best practices for developing machine learning models that generalize well to real-world data and scenarios, as well as explore decision trees and ensemble methods like random forests and boosted trees.

Sep 7th 2026

4 Weeks

Algorithms Machine Learning Neural Networks

Coursera

Stanford University,DeepLearning.AI

Unsupervised Learning, Recommenders, Reinforcement Learning (Coursera)

Data Science

Dive into the world of advanced machine learning with our 'Unsupervised Learning, Recommenders, Reinforcement Learning' course. This comprehensive program will equip you with essential skills in unsupervised learning techniques like clustering and anomaly detection, as well as cutting-edge approaches to building effective recommender systems and implementing deep reinforcement learning models.

Sep 7th 2026

3 Weeks

Machine Learning Clustering Recommender Systems

Coursera

DeepLearning.AI

Calculus for Machine Learning and Data Science (Coursera)

Data Science Computer Science

Unlock the power of Calculus with our specialized course designed for aspiring data scientists and machine learning enthusiasts. Learn how to optimize functions, interpret gradients, and apply these critical skills to enhance your understanding and application of ML algorithms.

Sep 7th 2026

3 Weeks

Calculus Machine Learning Neural Networks

Coursera

DeepLearning.AI

Linear Algebra for Machine Learning and Data Science (Coursera)

Data Science Computer Science

Dive into the core principles of Linear Algebra that are pivotal in Machine Learning and Data Science with this comprehensive online course. Learn to represent and analyze data using vectors and matrices, apply essential operations like dot products and inverses, and explore linear transformations and eigenvalues/eigenvectors for advanced problem-solving.

Sep 7th 2026

4 Weeks

Machine Learning Linear Algebra Vectors

Coursera

DeepLearning.AI

Probability & Statistics for Machine Learning & Data Science (Coursera)

Sci: Mathematics Data Science

Embark on a foundational journey into Mathematics for Machine Learning and Data Science, a beginner-friendly program designed by DeepLearning.AI. Taught by Luis Serrano, this course equips you with the fundamental mathematical toolkit necessary to navigate the complexities of machine learning and data science effectively.

Sep 7th 2026

4 Weeks

Statistics Probability Machine Learning

Coursera

DeepLearning.AI

AI and Public Health (Coursera)

Data Science

Explore the intersection of technology and healthcare with our 'AI and Public Health' course. Learn how AI can be used as a powerful tool to address social and environmental issues, improve public health outcomes, and enhance preventive measures. Gain insights into real-world applications and develop skills to apply AI solutions in your own projects.

Sep 7th 2026

3 Weeks

Python Artificial Intelligence Public Health

Coursera

DeepLearning.AI

AI and Disaster Management (Coursera)

Data Science

Dive into the intersection of Artificial Intelligence and Disaster Management with our expert-led course. Understand the impacts of natural disasters on economies and communities, and explore how AI can revolutionize preparedness, response, and recovery efforts.

Sep 7th 2026

3 Weeks

Artificial Intelligence Natural Disasters Computer Vision