Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
⌨️ Intro
⌨️ What Is this course about?
⌨️ Course Prerequisites
⌨️ Development Environment Setup
⌨️ Ollama Deep Dive
⌨️ Ollama Key Features
⌨️ Ollama Setup
⌨️ Download Ollama Locally
⌨️ Ollama Models - How to Pull Different Ollama Models Locally
⌨️ LLM Parameters Deep Dive
⌨️ Understanding Model Benchmarks
⌨️ Ollama Basic CLI Commands - Pull and Testing Models
⌨️ Pull in the Llava Multimodal MOdel and Captioning an Image - Hands-on
⌨️ Summarize and Sentiment Analysis and Customizing Models with the Modelfile
⌨️ Ollama REST API
⌨️ Ollama REST API - Request JSON
⌨️ Ollama Models Support Different Tasks - Summary
⌨️ Different Ways to Interact with Ollama Models - Overview
⌨️ Ollama Model Running Under Msty App - Frontend Tool - RAG Hands-on
⌨️ Introduction to Python Library for Building LLM Applications Locally
⌨️ Interact with Llama3 in Python using Ollama REST API
⌨️ Ollama Python Library Chatting with our Model
⌨️ Chat Example with Streaming
⌨️ Using Ollama Show Function
⌨️ Create a Custom Model in Code
⌨️ Build a Real-world Use case Application - Introduction
⌨️ Build a LLM App - Grocery List Organizer
⌨️ Building RAG Systems with Ollama - Overview of RAG Systems and Langchain Crash Course
⌨️ Deep Dive into Vectorstore and Embeddings - the Whole Picture - Crash Course
⌨️ Overview of Our PDF RAG System We will be Building
⌨️ Set up our RAG System - Document Ingestion and Vector DB Creation and Embeddings
⌨️ RAG System - Retrieval and Querying - Final
⌨️ RAG System - Cleaner Code Code Refactoring
⌨️ RAG System - Streamlit Version
⌨️ BONUS for YOU!
⌨️ Introduction to the Next Application - AI Recruiter Agency
⌨️ Building the AI Recruiter Agency
⌨️ Outro - Final Thoughts and Your Bonus - Thank you!
freeCodeCamp.org
Get personalized course recommendations, track subjects and courses with reminders, and more.
