Machine Learning Plus

machine learning + Project — Build a Multi-Agent Research Assistant in LangGraph machinelearningplus.com

27 min

Gen AI

Project — Build a Multi-Agent Research Assistant in LangGraph

Build a multi-agent research system in LangGraph where a planner, researcher, and writer collaborate to produce comprehensive research reports from web sources.

AI agents LangChain LangGraph

machine learning + Project — Build a Full-Stack AI Application with LangGraph and FastAPI machinelearningplus.com

24 min

Gen AI

Project — Build a Full-Stack AI Application with LangGraph and FastAPI

Build a complete AI application from scratch — a FastAPI backend powered by a LangGraph agent with streaming, persistence, auth, and a chat frontend.

AI agents FastAPI Full-Stack AI

machine learning + Build a Code Generation and Execution Agent with LangGraph machinelearningplus.com

28 min

Gen AI

Build a Code Generation and Execution Agent with LangGraph

Build a LangGraph agent that writes Python code, executes it in a sandbox, inspects the output, and iterates until the code works correctly.

AI agents Code Execution Code Generation

machine learning + LangGraph Platform — Deploying Agents as APIs with LangGraph Server machinelearningplus.com

22 min

Gen AI

LangGraph Platform — Deploying Agents as APIs with LangGraph Server

Deploy your LangGraph agents as production APIs using LangGraph Platform — covering LangGraph Server, the SDK client, and cloud deployment options.

AI agents API Deployment LangChain

machine learning + Multi-Agent Systems — Supervisor, Swarm, and Network Architectures machinelearningplus.com

32 min

Gen AI

Multi-Agent Systems — Supervisor, Swarm, and Network Architectures

Design multi-agent systems in LangGraph using supervisor, swarm, and network topologies where specialized agents collaborate to solve complex tasks.

AI agents LangChain LangGraph

machine learning + Introduction to LLMs and the OpenAI API in Python machinelearningplus.com

21 min

Gen AI

Introduction to LLMs and the OpenAI API in Python

Learn what large language models are, how they work, and how to use the OpenAI API in Python to generate text, build multi-turn conversations,...

API GPT LLM

machine learning + LangChain Crash Course — Chains, Models, and Output Parsers machinelearningplus.com

23 min

Gen AI

LangChain Crash Course — Chains, Models, and Output Parsers

Learn the four building blocks of LangChain: chat models, prompt templates, output parsers, and chains. Build a real meeting summary pipeline in under 25...

LangChain LCEL LLM

machine learning + Prompt Engineering Fundamentals — Reliable LLM Outputs machinelearningplus.com

24 min

Gen AI

Prompt Engineering Fundamentals — Reliable LLM Outputs

Learn the five core prompt engineering techniques — zero-shot, few-shot, role-based, chain-of-thought, and structured output — to get reliable, parseable results from LLMs using...

GPT LLM OpenAI

machine learning + What Is LangGraph and Why Does It Exist? machinelearningplus.com

12 min

Gen AI

What Is LangGraph and Why Does It Exist?

Learn what LangGraph is, how it differs from LangChain, and why graph-based orchestration is the right tool for AI agents that loop, branch, and...

AI agents Graph Orchestration LangChain

machine learning + LangGraph Installation, Setup, and Your First Graph machinelearningplus.com

14 min

Gen AI

LangGraph Installation, Setup, and Your First Graph

Install LangGraph, set up your API key, and build your first working graph — a greeting pipeline and an LLM-calling chatbot — in under...

AI agents LangGraph LLM

Project — Build a Multi-Agent Research Assistant in LangGraph

Project — Build a Full-Stack AI Application with LangGraph and FastAPI

Build a Code Generation and Execution Agent with LangGraph

LangGraph Platform — Deploying Agents as APIs with LangGraph Server

Multi-Agent Systems — Supervisor, Swarm, and Network Architectures

Introduction to LLMs and the OpenAI API in Python

LangChain Crash Course — Chains, Models, and Output Parsers

Prompt Engineering Fundamentals — Reliable LLM Outputs

What Is LangGraph and Why Does It Exist?

LangGraph Installation, Setup, and Your First Graph

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

#LLM

Python.SQL. NumPy. All free.

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Python.
SQL. NumPy.
All free.