https://www.deeplearning.ai/

Deep-Learning course


Beginner

https://www.deeplearning.ai/courses/ai-for-everyone/

https://www.coursera.org/specializations/machine-learning-introduction

Intermediate

https://www.coursera.org/learn/neural-networks-deep-learning?specialization=deep-learning

https://www.coursera.org/learn/machine-learning-projects?specialization=deep-learning

https://www.coursera.org/learn/convolutional-neural-networks?specialization=deep-learning

https://www.coursera.org/learn/nlp-sequence-models?specialization=deep-learning

Foundational concept of neural networks and deep learning

Understand how a model works and and how Data Scientists work

How to manage a machine-learning projects

CNNs principles, architecture & applications

RNNs & piece of architecture (embedding, attention mechanism, sequencial) & global architecture for a model for sequencial data

Generative AI


Beginner

https://www.deeplearning.ai/courses/generative-ai-for-everyone/

Intermediate

https://www.deeplearning.ai/courses/generative-ai-with-llms/

Other