Resource Library

A curated hub aggregating courses, certifications, 36+ tools, open-source projects, papers, media, news and communities to accelerate your AI career.

Courses(5)

Machine Learning Specialization ↗

★ 4.9

Coursera · Andrew Ng

Beginner3 monthsFree (Certificate paid)
Supervised LearningUnsupervised LearningRecommender Systems

Deep Learning Specialization ↗

★ 4.9

Coursera · Andrew Ng

Intermediate5 monthsFree (Certificate paid)
Neural NetworksCNNRNNTransformers

CS50's Introduction to AI with Python ↗

★ 4.8

Harvard / edX · David J. Malan

Beginner-Intermediate7 weeksFree
SearchKnowledgeUncertaintyOptimizationLearningNLP

Practical Deep Learning for Coders ↗

★ 4.8

fast.ai · Jeremy Howard

Intermediate8 weeksFree
Computer VisionNLPTabular DataCollaborative Filtering

Full Stack LLM Bootcamp ↗

★ 4.7

The Full Stack · Industry Experts

Intermediate-AdvancedSelf-pacedFree
LLMsPrompt EngineeringFine-tuningDeployment

Books(4)

Deep Learning ↗

Ian Goodfellow, Yoshua Bengio, Aaron Courville

AdvancedFree online
DL TheoryOptimizationCNNsRNNsGenerative Models

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow ↗

Aurélien Géron

Beginner-IntermediatePaid
Scikit-learnTensorFlowPractical Projects

Pattern Recognition and Machine Learning

Christopher Bishop

AdvancedPaid
ML TheoryBayesian MethodsGraphical Models

The Hundred-Page Machine Learning Book ↗

Andriy Burkov

Beginner-IntermediatePaid (read-first-buy-later)
ML FundamentalsAlgorithmsMathematics