Club Resources

Curated learning resources to boost your AI journey

Courses

DeepLearning.AI Courses

DeepLearning.AI Courses

Foundational AI specializations and skill-specific short courses taught by leaders in the field, including Andrew Ng.

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MIT Introduction to Deep Learning

MIT Introduction to Deep Learning

MIT's introductory course to deep learning, covering deep learning algorithms, and their applications.

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100 Page Machine Learning Book

100 Page Machine Learning Book

A free book that covers a wide range of machine learning topics in a concise manner.

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Carnegie Mellon University - Generative AI & Large Language Models

Carnegie Mellon University - Generative AI & Large Language Models

Online graduate certificate program teaching advanced techniques in Generative AI, LLMs, and multimodal machine learning from CMU's School of Computer Science.

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Research

arXiv - Computer Science - Artificial Intelligence

arXiv - Computer Science - Artificial Intelligence

Open-access repository of electronic preprints for computer science, including AI papers.

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Google AI Blog

Google AI Blog

Insights, news, and research from Google AI.

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OpenAI Research

OpenAI Research

Research blog from OpenAI, covering their latest projects and findings.

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Microsoft Research - AI

Microsoft Research - AI

The Artificial Intelligence research group at Microsoft.

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Practice

AIcrowd

AIcrowd

Platform for open source AI challenges and collaboration.

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DrivenData

DrivenData

Data science competitions for social good.

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LeetCode

LeetCode

Platform to enhance your skills, expand your knowledge and prepare for technical interviews.

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Tools

TensorFlow

TensorFlow

An end-to-end open source machine learning platform.

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PyTorch

PyTorch

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

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Hugging Face

Hugging Face

The AI community building the future.

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Google Colab

Google Colab

Run and write Python code in your browser, with free access to GPUs.

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Videos

Neural Networks Explained - Machine Learning Tutorial for Beginners

Neural Networks Explained - Machine Learning Tutorial for Beginners

3Blue1Brown's visual explanation of neural networks, making complex concepts intuitive through animations.

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Deep Dive into LLMs like ChatGPT

Deep Dive into LLMs like ChatGPT

Andrej Karpathy, ex-Tesla AI, explains how LLMs work.

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Andrej Karpathy: Let's build GPT from scratch

Andrej Karpathy: Let's build GPT from scratch

Step-by-step tutorial on building a GPT language model from scratch, with detailed code explanations.

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Transformer Neural Networks - EXPLAINED! (Attention is all you need)

Transformer Neural Networks - EXPLAINED! (Attention is all you need)

Comprehensive explanation of transformer architecture that powers modern language models.

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