Hands-On with GenAI Tools and Technologies

Hands-On with GenAI Tools and Technologies

This course is part of Generative AI Essentials Specialization

Instructor: Soroush Razavi

Access provided by Interbank

4 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

7 hours to complete

Flexible schedule

Learn at your own pace

4 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

7 hours to complete

Flexible schedule

Learn at your own pace

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Generative AI Essentials Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There are 4 modules in this course

In this beginner level course on Generative AI, we take a closer look at popular tools and technologies such as GPT-4, DALL-E, and Stable Diffusion, alongside basic hands-on guidance for their configuration and use. This course aims to deepen understanding of each tool's unique capabilities and ease of usage. Learners will achieve proficiency in employing these tools for various creative tasks and will be able to compare GenAI solutions for solving real-world problems.

By the end of this course, you’ll be able to: • Demonstrate basic proficiency in configuring and utilizing various generative AI tools. • Highlight features, capabilities, and use cases of different generative AI technologies, analyzing their effectiveness in specific contexts, using criteria such as ease of use, output quality, and versatility. • Synthesize best practices for integrating generative AI into workflows.

Welcome to getting started with GenAI Tools, the second course on the Generative AI Essentials from Concepts to Ethics specialization! In the first module of this course, we will learn how to get started with using generative AI. In particular, they will learn about how various generative AI tools like GPT-4 and DALL-E function. Furthermore, they will learn how to generate their first piece of AI art.

What's included

11 videos1 assignment

11 videos Total 54 minutes

Course introduction 5 minutes
Meet your instructors: Nasimeh Asgarian 1 minute
Meet your instructors: Soroush Razavi 1 minute
High-Level Overview of Popular Generative AI Tools 5 minutes
Industrial Revolution and the Risk of Using GenAI 7 minutes
Evolution of Technologies 9 minutes
Why Is GenAI Such a Big Deal? 8 minutes
Understanding Privacy Considerations 5 minutes
ChatGPT Tutorial 4 minutes
Intro to Prompt Engineering 7 minutes
Module 1 Recap 2 minutes

1 assignment Total 45 minutes

Module 1 Quiz 45 minutes

In the second week of this course, we will learn about generative AI tools for generating text. In particular, they will learn about the history of the GPT architecture, how they do next word prediction, and understand some of the specifications about large language models.

What's included

11 videos1 assignment

11 videos Total 65 minutes

Defining LLMs 7 minutes
LLMs Architecture 5 minutes
Understanding the Scale of AI Models 7 minutes
Evaluating LLM Specs 9 minutes
Using Tools 6 minutes
Using AI for Search (Perplexity) 5 minutes
Uploading Documents 4 minutes
Advanced Prompt Engineering 9 minutes
Real-World Applications of Prompt Engineering 3 minutes
Putting It Into Practice 8 minutes
Module 2 Recap 2 minutes

1 assignment Total 45 minutes

Module 2 Quiz 45 minutes

In the third module of this course, you will see examples of using AI for generating images. In particular, learners will see tutorials on DALLE to understand how these approaches differ in generating images. They will also learn best tips and practices for generating content with AI.

What's included

12 videos1 assignment

12 videos Total 69 minutes

Defining Image Generation 7 minutes
DALLE 2 Architecture 4 minutes
Image Generation Overview 6 minutes
Compare Image Generation Products 4 minutes
Prompt Engineering for Image Generation 6 minutes
Advanced Techniques in Image Generation 7 minutes
Multi-Modal Models and Video Generation 8 minutes
Applications of Multimodal Models 4 minutes
AI Products for Visual Media 7 minutes
Tips for Detecting AI-Generated Media 9 minutes
Case Study: Marketing 6 minutes
Module 3 Recap 2 minutes

1 assignment Total 45 minutes

Module 3 Quiz 45 minutes

In the final module of this course, we will take a zoom out and take a look at the pipeline of a GenAI project, from the data that will be used for training to setting up the model in the world. We will take a look at different ways to utilize GenAI from the hardware requirements to other methods of using readily available models.