Machine Learning Plus

machine learning + Project — Build a Document Processing Agent with Multi-Modal Inputs machinelearningplus.com

29 min

Gen AI

Project — Build a Document Processing Agent with Multi-Modal Inputs

Build a LangGraph agent that processes PDFs, images, and text documents — extracting information, cross-referencing sources, and generating structured reports.

AI agents Document Processing GPT-4o Vision

machine learning + Project — Build a Customer Support Agent with Escalation Workflows in LangGraph machinelearningplus.com

29 min

Gen AI

Project — Build a Customer Support Agent with Escalation Workflows in LangGraph

Build a production-ready customer support agent in LangGraph that handles queries, searches a knowledge base, escalates to humans, and logs interactions.

AI agents conditional routing customer support agent

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 + 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 + Project — Build a SQL Database Agent That Answers Business Questions machinelearningplus.com

36 min

Gen AI

Project — Build a SQL Database Agent That Answers Business Questions

Build a LangGraph agent that converts natural language questions to SQL, queries your database, handles errors, and presents results in clear summaries.

AI agents LangChain LangGraph

machine learning + Memory Systems in LangGraph — Short-Term, Long-Term, and Conversation Memory machinelearningplus.com

25 min

Gen AI

Memory Systems in LangGraph — Short-Term, Long-Term, and Conversation Memory

Implement different memory architectures in LangGraph — windowed message history, summary memory, and persistent long-term memory across sessions.

Agentic AI Conversational AI LangChain

machine learning + Subgraphs in LangGraph — Composing Complex Workflows from Reusable Parts machinelearningplus.com

28 min

Gen AI

Subgraphs in LangGraph — Composing Complex Workflows from Reusable Parts

Break large LangGraph applications into modular subgraphs that can be developed, tested, and reused independently, then composed into larger systems.

AI Workflows Graph Composition 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 + Persistence and Checkpointing — Saving and Resuming Graph State machinelearningplus.com

23 min

Gen AI

Persistence and Checkpointing — Saving and Resuming Graph State

Add persistence to your LangGraph agents using checkpointers so conversations survive restarts and long-running workflows can resume from any point.

AI agents Checkpointing LangChain

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

25 min

Gen AI

LangChain Crash Course — Chains, Models, and Output Parsers

Get up to speed with LangChain essentials -- chat models, prompt templates, output parsers, and chains -- the building blocks you need before LangGraph.

ChatOpenAI LangChain LangChain tutorial

machine learning + Build a ReAct Agent from Scratch with LangGraph machinelearningplus.com

26 min

Gen AI

Build a ReAct Agent from Scratch with LangGraph

Build a ReAct agent from scratch in LangGraph — implement the think-act-observe loop, add tools, debug agent cycles, and compare with create_react_agent().

AI agents LangChain LangGraph

machine learning + What Is LangGraph? Why It Exists and When You Need It machinelearningplus.com

16 min

Gen AI

What Is LangGraph? Why It Exists and When You Need It

Learn what LangGraph is, how it differs from LangChain, and why graph-based orchestration is the right paradigm for building reliable AI agents.

AI agents graph-based orchestration LangChain

machine learning + LangGraph State Management — TypedDict and Reducers Guide machinelearningplus.com

20 min

Gen AI

LangGraph State Management — TypedDict and Reducers Guide

Learn how LangGraph manages state across graph execution using TypedDict schemas, reducer functions, add_messages, and built-in message history tracking.

add_messages LangChain LangGraph

Project — Build a Document Processing Agent with Multi-Modal Inputs

Project — Build a Customer Support Agent with Escalation Workflows in LangGraph

Project — Build a Multi-Agent Research Assistant in LangGraph

Build a Code Generation and Execution Agent with LangGraph

LangGraph Platform — Deploying Agents as APIs with LangGraph Server

Project — Build a SQL Database Agent That Answers Business Questions

Memory Systems in LangGraph — Short-Term, Long-Term, and Conversation Memory

Subgraphs in LangGraph — Composing Complex Workflows from Reusable Parts

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

Persistence and Checkpointing — Saving and Resuming Graph State

LangChain Crash Course — Chains, Models, and Output Parsers

Build a ReAct Agent from Scratch with LangGraph

What Is LangGraph? Why It Exists and When You Need It

LangGraph State Management — TypedDict and Reducers Guide

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

Free Sample Videos:

#LangChain

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.