Ollama Pro 2024: Master Local LLM Development
Focused View
3:03:11
1 -Introduction.mp4
03:27
1 -Ollama Course.zip
1 -Ollama Course presentation.pdf
1 -Other course resources.zip
2 -Installing and Setting up Ollama.mp4
10:45
3 -Model customizations and other options.mp4
10:32
4 -All Ollama Command Prompt Terminal commands.mp4
11:08
4 -mymodelfile.txt
1 -Introduction to Open WebUI.mp4
01:33
2 -Setting up Docker and Open WebUI.mp4
04:07
3 -Open WebUI features and functionalities.mp4
09:51
4 -Getting response based on documents and websites.mp4
05:31
5 -Open WebUI user access control.mp4
04:43
1 -Types of Ollama models.mp4
02:42
2 -Text models.mp4
11:56
3 -Vision models.mp4
09:00
3 -bar chart.zip
3 -callcenter.zip
3 -cc.zip
4 -Code generating models.mp4
11:30
5 -Create custom model from gguf file.mp4
06:45
5 -phi3mini.txt
1 -Installing and Setting up Python environment.mp4
04:43
1 -Ollama Course.zip
2 -Using Ollama in Python using Ollama library.mp4
07:45
3 -Calling Model using API and OpenAI compatibility.mp4
08:10
1 -What is LangChain and why are we using it.mp4
04:55
2 -Basic modules of Langchain.mp4
09:58
2 -Ollama Course.zip
1 -Understanding the concept of RAG (Retrieval Augmented Generation).mp4
08:28
2 -LangchainRetrieval.txt
2 -Loading, Chunking and Embedding document using LangChain and Ollama.mp4
10:50
3 -Answering user question with retrieved information.mp4
08:36
1 -Understanding Tools and Agents.mp4
05:28
2 -Ollama Course.zip
2 -Tools and Agents using LangChain and Llama3.1.mp4
10:48
More details
Course Overview
Become an Ollama expert and build private, customized LLM applications with this complete guide to local AI development and deployment.
What You'll Learn
- Install and configure Ollama to run private LLM models locally
- Create custom models and ChatGPT-like interfaces with Open WebUI
- Build Python applications with RAG capabilities using LangChain
Who This Is For
- Python developers wanting private AI solutions
- Data scientists building secure LLM applications
- AI enthusiasts focused on privacy and customization
Key Benefits
- Full control over your AI models and data
- Customize models for specific use cases
- Develop advanced RAG applications locally
Curriculum Highlights
- Ollama setup and model customization
- Open WebUI and Docker deployment
- Python integration and RAG development
Focused display
Category
- language english
- Training sessions 24
- duration 3:03:11
- Release Date 2025/04/19
