learn-ai-engineering
Learn AI and LLMs from scratch using free resources
https://github.com/ashishps1/learn-ai-engineering
Last synced: 4 days ago
JSON representation
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Mathematical Foundations
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AI & ML Fundamentals
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Deep Learning
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Machine Learning Frameworks
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Deep Learning Frameworks
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Books
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Tools
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LLM Frameworks
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Must-Read AI Papers
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Tools
- GPT: Improving Language Understanding by Generative Pre-Training
- Chain-of-Thought Prompting Elicits Reasoning in LLMs
- Attention Is All You Need
- Generative Adversarial Networks (GANs)
- GPT-3: Language Models are Few-Shot Learners
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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Large Language Models (LLMs)
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Reinforcement Learning
- Large Language Models explained briefly
- LLM Course - GitHub
- Awesome LLM Apps - GitHub
- The Illustrated Transformer
- Building GPT from scratch - Andrej Karpathy
- LLM Course - Hugging Face
- Understanding Large Language Models
- A Visual Guide to Reasoning LLMs
- Understanding Reasoning LLMs
- Understanding Multimodal LLMs
- A Visual Guide to Mixture of Experts (MoE)
- Finetuning Large Language Models
- How Transformer LLMs Work
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LLM Chatbots
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LLM Based IDEs
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Open Source LLMs
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LLM APIs
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LLM Tools & Frameworks
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Prompt Engineering
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Retrieval-Augmented Generation (RAG)
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LLM Based IDEs
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Model Context Protocol (MCP)
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MLOps & Deployment
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Tools
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LLM Based IDEs
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Youtube Channels
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LLM Frameworks
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Python
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Deep Learning Specializations
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Computer Vision
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Natural Language Processing (NLP)
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Reinforcement Learning
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Guides
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AI Agents
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Other Resources
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Tools
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Generative AI
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Experiment & Deployment
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AI IDEs
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Programming Languages
Categories
Large Language Models (LLMs)
31
Books
11
AI & ML Fundamentals
9
Deep Learning
7
Must-Read AI Papers
6
Prompt Engineering
6
MLOps & Deployment
5
Mathematical Foundations
4
Deep Learning Specializations
4
AI Agents
4
Generative AI
3
Model Context Protocol (MCP)
3
Retrieval-Augmented Generation (RAG)
2
Guides
2
Python
1
Experiment & Deployment
1
Other Resources
1
Youtube Channels
1
Sub Categories
Keywords
ai
5
llms
5
llm
3
generative-ai
2
tutorials
2
rag
2
prompt-engineering
2
langchain
2
python
2
machine-learning
2
openai
2
microsoft-for-beginners
2
mcp
1
roadmap
1
large-language-models
1
course
1
rnn
1
nlp
1
gan
1
deep-learning
1
computer-vision
1
cnn
1
artificial-intelligence
1
langgraph
1
genai
1
agents
1
opeani
1
llama-index
1
transformers
1
semantic-search
1
language-model
1
gpt
1
generativeai
1
dall-e
1
chatgpt
1
azure
1
symbolic-ai
1
structured-generation
1
regex
1
json
1
cfg
1