Ollama for Beginners: Learn LLMs locally

Learn how to use Ollama to work with LLMs. Also, create a ChatGPT-like model locally with Ollama.

Artificial IntelligenceDuration: 1 Hour Certificate on Completion
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About This Course

Welcome to the Ollama Course. Ollama is an open-source platform to download, install, manage, run, and deploy large language models (LLMs). All this can be done locally with Ollama. LLM stands for Large Language Model. These models are designed to understand, generate, and interpret human language at a high level.

Features of Ollama:

Model Library: Offers a variety of pre-built models like Llama 3.2, Mistral, etc.

Customization: Allows you to customize and create your own models

Easy: Provides a simple API for creating, running, and managing models

Cross-Platform: Available for macOS, Linux, and Windows

Modelfile: Packages everything you need to run an LLM into a single Modelfile, making it easy to manage and run models Popular LLMs, such as Llama by Meta, Mistral, Gemma by Google's DeepMind, Phi by Microsoft, Qwen by Alibaba Clouse, etc., can run locally using Ollama.

In this course, you will learn about Ollama and how it eases the work of a programmer running LLMs. We have discussed how to begin with Ollama, install, and tune LLMs like Lama, Mistral, etc. We have also covered how to customize a model and create a teaching assistant like ChatBot locally by creating a modefile.

Course Objectives

Learn what is Ollama

Work with different LLMs using Ollama locally

Create a custom ChatGPT-like model with Ollama

Learn to use the Ollama commands

Customize a model locally

Learn to run LLMs locally on your system

Course Prerequisites

Knowledge of the internet and a web browser

Target Audience

Beginner Machine Learning Developers

Those who want to create a model

Those who want to run LLMs locally

Those who want to install any open-source LLM locally

Those who want to learn what is Ollama, Llama, Mistral, etc.

Curriculum

0 Lessons | 1 Hours
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Ollama for Beginners: Learn LLMs locally

Ollama – Introduction and Setup

  1. Ollama – Introduction and Features
  2. Install Ollama on Windows locally

Setup LLMs locally with Ollama

  1. Install Llama locally
  2. Install Mistral locally
  3. Instal DeepSeek-R1

Ollama - Commands and Usage

  1. List all the models running on Ollama locally
  2. List the installed models on your system with Ollama
  3. Show the information of a model using Ollama locally
  4. How to stop a running model on Ollama
  5. How to run an already installed model on Ollama

Create and Run a ChatGPT-like model with Ollama

  1. Customize the model and create and run a ChatGPT-like model with Ollama locally

Ollama – Remove a model

  1. Remove any model from Ollama locally
  2. Note: We have covered only open-source technologies

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