Mastering AI Models with Hands-On Google Colab Projects

Mastering AI Models with Hands-On Google Colab Projects, available at $54.99, with 30 lectures, 1 quizzes, and has 5 subscribers.

You will learn about Create Question and Answer Chatbot Using Colab, Llama 3, Mistral-7B and GPT2?Models Generate Images from Text Using Colab and Stable Diffusion Model Image Recognition Using Colab and GPT-4o API Generate Voice Using Colab and Bark Model Generate Video Using Colab and text-to-video-ms-1.7b Model This course is ideal for individuals who are People who are curious about AI or People who wanna interact with AI Models or People who are interested in showcases of using AI models or People who wanna run AI Models on Google Colab It is particularly useful for People who are curious about AI or People who wanna interact with AI Models or People who are interested in showcases of using AI models or People who wanna run AI Models on Google Colab.

Enroll now: Mastering AI Models with Hands-On Google Colab Projects

Summary

Title: Mastering AI Models with Hands-On Google Colab Projects

Price: $54.99

Number of Lectures: 30

Number of Quizzes: 1

Number of Published Lectures: 30

Number of Published Quizzes: 1

Number of Curriculum Items: 31

Number of Published Curriculum Objects: 31

Original Price: $109.99

Quality Status: approved

Status: Live

What You Will Learn

Create Question and Answer Chatbot Using Colab, Llama 3, Mistral-7B and GPT2?Models

Generate Images from Text Using Colab and Stable Diffusion Model

Image Recognition Using Colab and GPT-4o API

Generate Voice Using Colab and Bark Model

Generate Video Using Colab and text-to-video-ms-1.7b Model

Who Should Attend

People who are curious about AI

People who wanna interact with AI Models

People who are interested in showcases of using AI models

People who wanna run AI Models on Google Colab

Target Audiences

People who are curious about AI

People who wanna interact with AI Models

People who are interested in showcases of using AI models

People who wanna run AI Models on Google Colab

Table of Contents

How to use Google Colab

Translation text use NLLB Model

QnA with Llama 3  Model and Mistral-7B  Model based on FaQ

QnA with GPT-2  Model based on a JSON File

Image Generation with Stable Diffusion Model

Image Recognition with GPT-4o Model

Voice Generation with Bark Model

Text to Video with text-to-video-ms-1.7b Model

Description

How to use Google Colab

How to create a Google Colab project

How to run a python project on Colab

How to choose GPU

How to use external File on Colab

How to use file from Google Driver on Colab

How to use Hugging Face token and ChatGPT token from Colab

Translation text use NLLB Model

Based on a text in german, using NLLB Model we can translate it to english. NLLB Model supports for more than 200 languages as input and output.

QnA with Llama 3  Model and Mistral-7B  Model based on FaQ

An FaQ text file was prepared, by using Llama 3 Model or Mistral-7B Model, questions about this FaQ file can be raised and the Chatbot will give answer based on the FaQ file.

QnA with GPT-2  Model based on a JSON File
Information about a dummy company profile was prepared in a json file, by using GPT-2 Model, the Chatbot will give answer based on the company profile, if related question is raised.

Image Generation with Stable Diffusion Model

Based on text, an image will be generated by using stable diffusion model.

Image Recognition with GPT-4o Model

Given a image of a Sculpture, using GPT-4o model, it will tell you what is inside the image and give you information about the sculpture.

Voice Generation with Bark Model
Based on the voice you provide, the Bark model tries to generate a voice file for text snippets.

Text to Video with text-to-video-ms-1.7b Model
Given a text description about a scenario, the text-to-video-ms-1.7b will generate a video for you.

Course Curriculum

Chapter 1: Introduction

Lecture 1: Use Cases in this course

Chapter 2: Translation with NLLB Model on Colab

Lecture 1: Introduction

Lecture 2: Create a Google Colab project

Lecture 3: Set up environment

Lecture 4: Coding and Run Project

Lecture 5: Download and Upload Colab Project

Lecture 6: How to support and translate other languages

Chapter 3: Question and Answer (QnA) with Llama 3 Model

Lecture 1: Introduction

Lecture 2: Preparation

Lecture 3: Run the Llama 3 Model

Chapter 4: Question and Answer (QnA) with Mistral-7B Model

Lecture 1: Introduction

Lecture 2: Preparation

Lecture 3: Run the Mistral-7B Model

Chapter 5: Question and Answer (QnA) with GPT-2 Model

Lecture 1: Introduction

Lecture 2: Preparation

Lecture 3: About the Training Data

Lecture 4: Run the GPT-2 Model

Chapter 6: Image Generation with Stable Diffusion Model

Lecture 1: Introduction

Lecture 2: Preparation

Lecture 3: Run the Stable Diffusion Model

Chapter 7: Image Recognition with GPT-4o Model

Lecture 1: Introduction

Lecture 2: Preparation

Lecture 3: Run the GPT-4o Model

Chapter 8: Clone a Voice with Bark Model

Lecture 1: Introduction

Lecture 2: Preparation

Lecture 3: Run the Bark Model

Chapter 9: Text to Video with text-to-video-ms-1.7b Model

Lecture 1: Introduction

Lecture 2: Preparation

Lecture 3: Run the text-to-video-ms-1.7b Model

Chapter 10: Summary

Lecture 1: Summary

Instructors

Yu Li
Software developer and Founder

Rating Distribution

1 stars: 0 votes

2 stars: 0 votes

3 stars: 0 votes

4 stars: 0 votes

5 stars: 0 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!