// 33 courses indexed
The course directory
Every course we track across 10+ providers, in one searchable index. Want a shortlist picked for your goals? Run a free skill gap analysis.
Advanced Machine Learning and its Applications
The third course introduces advanced machine learning techniques and their applications. This course is built on the Applied AI Foundations Specialization, which introduced the fundamentals of machine learning, and Course 1, which developed LLM-empowered Python programming skills for AI. In this course, advanced data preprocessing, machine learning outcome evaluation, neural network design and optimization, deep learning, and generative artificial intelligence are introduced. Since these techniques underpin essential modern AI systems in science and engineering, after completing this course, y
All levels
Deep Learning with PyTorch
This course offers a comprehensive and practical introduction to deep learning using PyTorch, a leading open-source framework. Learners will develop a solid understanding of foundational concepts such as neural networks, activation functions, forward and backward propagation, and optimization algorithms. Through a structured progression, the course covers essential architectures including perceptrons, multi-layer networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), long short-term memory (LSTM) models, and Transformers. Learners will apply these models to real-wor
All levels
Deep Learning Specialization
Five courses on neural networks, CNNs, sequence models, and ML strategy from DeepLearning.AI.
Intermediate
TensorFlow Developer Professional Certificate
Build and train neural networks with TensorFlow for vision, NLP, and time series.
Intermediate
Practical Deep Learning for Coders
Free, top-down deep learning course — build state-of-the-art models from lesson one.
Intermediate
Generative AI with Large Language Models
AWS and DeepLearning.AI course on LLM architecture, fine-tuning, and deployment.
Intermediate
Natural Language Processing Specialization
Sentiment analysis, machine translation, and attention models with DeepLearning.AI.
Intermediate