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Mammoth Club All levels 6 sections 24 lectures

Ollama Offline LLM Development Fundamentals with Python

Unleash the power of Llama 2 and Ollama with this hands-on course—run models locally, write smarter code, and build fully customized AI apps.

01
Skill level
All levels
02
Sections
6
03
Lectures
24
04
Instructor
Alex Kropf
What's inside

This course includes.

6
Sections
6
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

6 sections · 24 lectures
+ Welcome! 📖 4 lectures Preview
Introduction to LLMs and Open Weight Models Free preview
Why Go Private: Risks of Public API Dependencies Locked
Overview of Ollama: Architecture, Capabilities, Use Cases Locked
Submit a Question/Feedback Locked
+ Run and chat with Llama Language Model Chatbot ▶️ 4 lectures
01 Run And Chat With Llama 2 In Command Line Free preview
02 Write Code With Code Llama Locked
03 Run Uncensored LLM Model With Ollama Locked
Resources Locked
+ Customize Ollama Models ▶️ 6 lectures
01 Build More Creative Ollama LLM With Higher Temperature Locked
02 Customize Sentiment Analyzer With Template Locked
03 Customize Model With Reusable System Prompt Locked
04 Customize Model With Template Locked
05 List And Delete Custom Ollama Models Locked
Resources Locked
+ Customize Ollama Model for Sentiment Analysis ▶️ 3 lectures
01 Pull Orca Model For Enhanced Reasoning Locked
02 Customize Ollama Model With More Parameters Locked
Resources Locked
+ Connect to Ollama with Python Client ▶️ 4 lectures
01 Connect To Ollama With Python Client Locked
02 Format Llama2 Response With JSON Locked
03 Build User Interface For Ollama Language Model Chat Locked
Resources Locked
+ Security and Data Sovereignty 📖 3 lectures
Keeping LLM Data Local and Secure Locked
File Input Output and Secure Storage for Prompts and Responses Locked
Using Ollama with Air-Gapped Systems Locked
Description

About this course.

Perfect for developers, tinkerers, and AI builders, this course walks you through deploying, customizing, and interacting with powerful open-source LLMs using the command line, Python, and UI integration.


✅ Run and chat with Llama in your terminal

✅ Use Code Llama to write and debug code faster

✅ Explore uncensored and high-temperature model tuning with Ollama

✅ Customize models with reusable prompts, templates, and parameters

✅ Pull advanced models like Orca for deeper reasoning

✅ Build a sentiment analyzer with Ollama templates

✅ Connect to Ollama via Python and format responses with JSON

✅ Create a sleek user interface for LLM-powered chat apps

✅ List, manage, and delete custom models with ease

✅ And much more!


🧠 Reinforce your skills with engaging practice—interactive exercises, Mammoth Club online judge system that tests your code, and smart review tools designed to help key concepts stick.


🎁 Includes all source code, reusable templates, and lifetime access.


Whether you're building tools, apps, or custom assistants—this course gives you full control of Llama 2 and Ollama. Enroll now and start building with open-source AI today.

Instructors

Taught by people who ship.

Alex Kropf

Alex Kropf

Mammoth Club's CLO, public speaker, consultant, IT author and Senior Software Developer. Alex has produced best-selling courses, books and workshops for Mammoth Club, Course Pro and our clients since 2016.

Ready to start building?

Unleash the power of Llama 2 and Ollama with this hands-on course—run models locally, write smarter code, and build fully customized AI apps.

Buy lifetime access →