Course 936:
Generative AI Tools to Improve Productivity
(1/2 day)
Course Description
Step into the future of innovation with this fast-paced, half-day course on generative AI. This course is for power users, managers, developers, business people, and anyone else eager to harness the power of AI-driven tools for improved results and productivity.
You will learn to use text generation to write creative content, create reports, respond to emails, and summarize complex documents. This course also discusses how to generate images and music, and you will even see how AI can be used to generate computer code. No matter your job, you will learn tools and techniques to harness this amazing technology.
Learning objectives
After successfully completing this course, you will be able to:
- Leverage tools that allow everyone to access artificial intelligence for text, image, code, speech, and music generation
- Explore machine learning for image recognition, language processing, and translation
- Generate text using OpenAI and Google large language models for writing, coding, and chat
- Create images for marketing campaigns, presentations, and more
- Harness AI tools for speech-to-text, text-to-speech, and music generation
Who should attend
Anyone who wants to learn tools and techniques for integrating generative AI into their work.
Course Outline
Module 1: Introduction to Machine Learning and Generative AI
- Understanding Artificial Intelligence
- What Is AI?
- Machine Learning
- How Computers Are Trained
- Classification
- Regression
- Clustering
- Generative AI
- Machine Learning Uses Cases
- Image Recognition
- Demo: Vision API
- Natural Language Processing
- Demo: Natural Language API
- Translation
- Demo: Translations
- Recommendations
- Generative AI Use Cases
- Text Generation
- Demo: Text Generation
- Chat
- Demo: ChatGPT
- Image Generation
- Music Generation
Module 2: Text Generation
- Foundational Models
- OpenAI GPT
- Google PaLM
- Meta AI Llama
- Text Generation Use Cases
- Writing
- Demo: Writing
- Ideation
- Demo: Ideation
- Summarization
- Demo: Summarization
- Classification
- Demo: Classification
- Sentiment Analysis
- Demo Sentiment Analysis
- Code Generation
- Demo: Code Generation
- Chat
- Demo: Chat
- Text Generation Tools
- ChatGPT and Gemini
- Demo: ChatGPT vs. Gemini
- OpenAI Playground
- Google AI Studio
- Demo: Google AI Studio
- Microsoft Copilot
- Google Gemini
- Demo: Gemini
- Prompt Engineering
- Asking the Right Questions
- Adding Context
- Demo: Context
- Examples
- Demo: Examples
- Temperature
- Demo: Temperature
Module 3: Image Generation
- Image Generation Use Cases
- How It Works
- Image Generation Use Cases
- Image Generation Tools
- Open AI DALL-E
- Midjourney
- Stable Diffusion 2
- Demo: Image Generation
Module 4: Speech and Music
- Speech
- Speech Use Cases
- Tools
- Speech-to-Text
- Demo: Speech-to-Text
- Text-to-Speech
- Demo: Text-to-Speech
- Music
- Music Generation Use Cases
- Music Generation Tools
- Demo: Music Generation
