OpenAI Training | Artificial Intelligence & Machine Learning in Exeter

OpenAI Training Course Outline

Module 1: Introduction to OpenAI

• Overview of OpenAI
• Core Technologies and Innovations
• Introduction to APIs and Models
• Understanding OpenAI's Mission and Ethics
• Review of Usage Policies and Guidelines

Module 2: Utilising Text Completion

• Basics of Text Completion
• Crafting Effective Prompts
• Strategies for Text Insertion and Editing
• Practical Examples and Applications
• Advanced Prompt Engineering Techniques

Module 3: Code Completion Essentials

• Introduction to Code Completion
• Best Practices for Code Automation
• Techniques for Inserting and Editing Code
• Usage Scenarios and Case Studies
• Optimising Code Completion with Examples

Module 4: Image Generation Techniques

• Fundamentals of Image Generation
• Tips for Language-Specific Usage
• Application Scenarios
• Advanced Features and Customization Options

Module 5: Advanced Fine-Tuning

• Preparing Your Dataset
• Fine-Tuning Models for Specific Needs
• Utilizing Weights and Biases
• Advanced Techniques and Tips for Effective Fine-Tuning

Module 6: Understanding and Using Embeddings

• Introduction to Embeddings
• How to Generate and Retrieve Embeddings
• Overview of Different Embedding Models
• Use Cases and Implementation Examples
• Limitations and Risks Associated with Embeddings

Module 7: Implementing Moderation

• Moderation Fundamentals
• Setting Up and Using the Moderation API
• Best Practices for Content Moderation
• Strategies for Effective Use

Module 8: Safety Best Practices

• Using the Moderation API for Safety
• Techniques for Adversarial Testing
• Implementing Human in the Loop (HITL)
• Effective Prompt Engineering for Safety
• Know Your Customer (KYC) Policies
• Managing User Inputs and Outputs
• Enabling User Feedback on Issues
• Communicating Limitations to End-Users

Who Should Attend this OpenAI Training Course?

The OpenAI Course is tailored for individuals working in the technology and Data Science fields to help them understand and implement OpenAI technologies effectively. The following are some professionals for whom this course can be beneficial:

• Data Scientists
• AI Engineers
• Software Developers
• Machine Learning Researchers
• Business Analysts
• IT Professionals
• Product Managers

Prerequisites of the OpenAI Training Course

There are no formal prerequisites for this OpenAI Course. However, a basic understanding of Artificial Intelligence concepts and programming fundamentals can be beneficial for delegates.

OpenAI Training Course Overview

OpenAI Training Course provides an introduction to OpenAI models, APIs, and the tools used to build AI-powered applications and automate workflows. It covers text and code generation, image generation, embeddings, moderation, prompt engineering, and AI safety practices.

Delegates will gain knowledge of OpenAI technologies while developing skills in using APIs, designing effective prompts, working with embeddings, applying moderation techniques, and implementing AI solutions responsibly.

This 1-Day course by The Knowledge Academy enables delegates to apply OpenAI tools to automate tasks, develop AI-powered applications, generate content, and support the responsible use of AI across a range of business and technology scenarios.

OpenAI Training Course Objectives

• To understand the foundational principles of OpenAI and its relevance to various industries
• To explore various OpenAI tools and techniques used in AI model development
• To apply machine learning algorithms for natural language processing tasks
• To analyse and interpret AI-generated content for improved decision-making
• To optimise workflows and resource management using OpenAI technologies
• To comprehend ethical considerations in deploying OpenAI solutions

Upon completing this course, delegates will have acquired the knowledge and skills necessary to implement and optimise AI-driven practices using OpenAI technologies, making them invaluable assets in their professional fields.

What’s Included in this OpenAI Training Course?

• World-Class Training Sessions from Experienced Instructors
• OpenAI Certificate
• Digital Delegate Pack