Local/Private Ai/Llm Ultra Crash Course

For private Users and Companies

What you'll learn

Set up AI/LLMs locally on your computer.

Create good prompts and chat with different models.

Create own models with specific purposes.

Give context to your AI, upload files and talk about them.

Manage access to your AI for different people.

Find and compare the best models.

Text and code with your AI.

Requirements

You should have 6 to 8 GB memory on yours graphics card.

Description

Welcome to an immersive course designed to enhance your understanding and expertise in Artificial Intelligence (AI) and Large Language Models (LLMs). This course is structured to guide you through the intricate details of AI technologies, offering a blend of theoretical knowledge and practical applications.Throughout the program, you will have the unique opportunity to not only learn about AI but to also engage directly with these technologies by providing your own files and data. This hands-on approach allows you to see firsthand how AI can transform and interact with your personal or professional data, making the learning experience particularly engaging and directly applicable to real-world scenarios.A key feature of this course is the ability to customize your own AI models for specific tasks, which can lead to exceptionally good results. By tailoring AI responses and functionalities to your needs, you will gain practical experience in optimizing AI performance for various applications.Whether you're looking to conduct meaningful conversations with AI, develop applications, or explore the potential of AI tools like "Continue" and VS-Code, this course provides the essential skills and knowledge you need. Tailored for both novices and seasoned professionals, this course promises a deep dive into the AI landscape, fostering skills that are crucial in today’s technology-driven world.Join us to unlock new opportunities in AI and prepare yourself for the future of technology, experiencing firsthand the thrill of bringing your own data to life through AI and achieving optimal results through customized solutions.

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: How do AIs/LLMs work?

Lecture 2 Theoretical insights

Lecture 3 Practical insights

Section 3: Install your local AI/LLM

Lecture 4 Ollama installation

Lecture 5 Model types

Lecture 6 Pull/Download models

Section 4: Chat with your AI/LLM

Lecture 7 Run a simple chat

Lecture 8 Chat with a community model

Lecture 9 Create and chat with your own models

Lecture 10 Find the best model for your tasks

Section 5: Graphical user interfaces

Lecture 11 Open WebUI

Lecture 12 Anything-LLM

Lecture 13 More UIs

Section 6: Text and Code with continue.dev and VS-Code

Lecture 14 Text creation/editing

Lecture 15 Code creation/editing and advanced techniques.

Section 7: Prompting

Lecture 16 Theoretical insights

Lecture 17 Practical insights

Section 8: The End

Lecture 18 Final words and infos

Lecture 19 Community

Beginners, who want to use AI locally and privately.