JOIN NOW Post Job
Filtered resources 73 results

AI Tutorials for Intermediates

73

Resources

Intermediate

Focus

All resources Jump to list

Curated paths

Pick a track

Foundation Sprint

Tutorials + articles for fast ramp

Explore

Systems & Architecture

Design decisions and tradeoffs

Explore

Agentic Workflows

Planning, tools, memory patterns

Explore

Production Readiness

Evaluation, monitoring, deployment

Explore

AI Career Lab

Put learning into action with our career tools.

Resume Scanner Resume Builder Cover Letter Builder Mock Interview

Browse by focus

Find the right category fast.

Start with a level, then refine by format or deep dive.

Filters

Levels

All Beginner Intermediate Advanced

Formats

Articles Tutorials Courses Videos Open Source Whitepapers

Deep dives

Agents Architecture Production Papers

Career prep

Interview Questions Career Advice

Builder Foundations

Start here for the quickest ramp from concepts to working systems.

Tutorials Articles Courses

Agentic Systems

Learn planning, tool use, memory design, and orchestration patterns.

Agents Open Source Advanced

Production Readiness

Ship safely with evaluation, latency tuning, and reliability playbooks.

Production Architecture Advanced

Research to Practice

Bridge the gap between papers and production-ready implementations.

Papers Videos Articles

Contribute

Know a resource that belongs here?

Share it with the community and help others build better AI.

Resource list

Explore the curated picks.

View all
Article

Machine Learning Interviews

In-depth article on interview questions, career advice.

interview-questions career-advice +1
by Ali Rezadirad View
Article

Introducing GPT-4

In-depth article on architecture.

architecture article
by OpenAI View
Open Source

Chroma

Open-source project for rag, ai tools.

rag open-source +1
by Chroma View
Open Source

Milvus

Open-source project for rag, ai tools.

rag open-source +1
by Milvus View
Open Source

Weaviate

Open-source project for rag, ai tools.

rag open-source +1
by Weaviate View
Open Source

Qdrant

Open-source project for rag, ai tools.

rag open-source +1
by Qdrant View
Open Source

Whisper

Open-source project for speech.

speech open-source
by OpenAI View
Open Source

Instructor

Open-source project for structured output.

structured-output open-source
by Instructor View
Open Source

CrewAI

Open-source project for agents.

agents open-source
by CrewAI View
Open Source

AutoGen

Open-source project for agents.

agents open-source
by Microsoft View
Open Source

Ragas

Open-source project for rag, evaluation.

rag evaluation +1
by Ragas View
Open Source

Haystack

Open-source project for rag.

rag open-source
by deepset View
Open Source

LangGraph

Open-source project for agents.

agents open-source
by LangChain View
Open Source

LlamaIndex

Open-source project for rag, agents.

rag agents +1
by LlamaIndex View
Open Source

LangChain

Open-source project for agents, architecture.

agents architecture +1
by LangChain View
Tutorial

LangGraph Documentation

Step-by-step guide for agents, production, architecture.

agents production +2
by LangChain View
Tutorial

Milvus Documentation

Step-by-step guide for rag, production, ai tools.

rag production +2
by Milvus View
Tutorial

Qdrant Documentation

Step-by-step guide for rag, production, ai tools.

rag production +2
by Qdrant View
Course

LLMOps

Structured course covering production, evaluation, mlops.

production evaluation +2
by DeepLearning.AI View
Tutorial

Pinecone Vector Database Guide

Purpose-built vector database for AI applications. Powers semantic search, RAG, and similarity matching.

vector-search database +2
by Pinecone View
Article

Papers with Code - Latest AI Research

Browse state-of-the-art AI research papers with code implementations. Stay updated with latest advances.

research papers +3
by Papers with Code View
Article

Bias in Machine Learning Systems

Understand algorithmic bias: sources, detection, mitigation strategies, and building fair ML systems.

bias fairness +2
by Google View
Course

Practical AI Ethics by Fast.ai

Course on ethical considerations in AI development, bias detection, fairness, and responsible AI practices.

ethics responsible-ai +2
by Fast.ai View
Tutorial

Docker for Machine Learning

Containerize ML applications with Docker. Ensure reproducibility and easy deployment across environments.

deployment production +2
by Docker View
Tutorial

FastAPI for ML Model Deployment

Learn to deploy machine learning models as REST APIs using FastAPI. Fast, modern, and production-ready.

fastapi deployment +3
by FastAPI View
Article

AI Safety and Alignment

Critical discussion on AI safety, alignment problems, and building beneficial AI systems that align with human values.

ai-safety alignment +2
by Center for AI Safety View
Tutorial

Building AI Agents with LangChain

Create autonomous AI agents that can use tools, reason, and take actions to complete complex tasks.

agents langchain +3
by LangChain View
Tutorial

Ollama - Run LLMs Locally

Run large language models on your own machine. Privacy-focused, free, and easy to use.

ai-tools llm +2
by Ollama View
Tutorial

LangChain for LLM Applications

Build powerful LLM applications with LangChain. Chains, agents, memory, and RAG made simple.

langchain llm +3
by LangChain View
Tutorial

Hugging Face Transformers Library

State-of-the-art NLP library with thousands of pre-trained models. Easy fine-tuning and deployment.

huggingface transformers +3
by Hugging Face View
Course

TensorFlow 2.0 Complete Guide

Master TensorFlow 2.0 for building and deploying ML models. Covers Keras, TF Lite, and TF.js.

tensorflow deep-learning +3
by TensorFlow View
Tutorial

ChatGPT API for Developers

Official guide to building applications with ChatGPT API. Includes best practices, examples, and cost optimization.

ai-tools chatgpt +3
by OpenAI View
Tutorial

YOLO Object Detection - Complete Guide

Master YOLO (You Only Look Once) for real-time object detection. Includes YOLOv5, YOLOv8, and deployment.

object-detection yolo +3
by Ultralytics View
Tutorial

PyImageSearch Computer Vision Tutorials

Practical computer vision tutorials with OpenCV and Python. From basics to advanced deep learning applications.

computer-vision opencv +3
by PyImageSearch View
Article

The Illustrated Transformer

Visual explanation of the Transformer architecture that powers modern LLMs. Clear diagrams and intuitive explanations.

transformers nlp +3
by Jay Alammar View
Course

Hugging Face NLP Course

Complete course on NLP using transformers. Covers BERT, GPT, T5, and fine-tuning for various tasks.

nlp transformers +3
by Hugging Face View
Tutorial

Building a Neural Network from Scratch

Step-by-step tutorial building a neural network without frameworks. Understand backpropagation deeply.

neural-networks tutorial +3
by 3Blue1Brown View
Article

Understanding CNNs for Computer Vision

Deep dive into Convolutional Neural Networks: filters, pooling, architectures like ResNet, VGGNet, and practical...

cnn computer-vision +3
by Stanford CS231n View
Course

Deep Learning Specialization

Andrew Ng's comprehensive deep learning course covering neural networks, CNNs, RNNs, and more. 5-course specialization.

deep-learning neural-networks +3
by DeepLearning.AI View