The Complete Ai Data Training Course 2025

Learn to create & evaluate human data for SFT, RLHF, and red-teaming while mastering AI data quality & safety standards.

What you'll learn

Understand AI, how it works and its core branches such as machine learning.

Learn what AI models are and how they work.

Understand human data, how it differs from synthetic data and what the role of an AI data trainer is

Learn how training data is created/evaluated for AI training techniques like Supervised fine-tuning, Reinforcement Learning from Human Feedback and more

Understand how AI data training is applied to modern AI models/workflows such as Agentic AI and Multimodal AI models.

Master the data quality and safety standards that guide the training of AI models behind the scenes, and the responsibilities of AI trainers in enforcing them.

Learn the essential skills, competencies and career pathways for AI data trainers, and how the recruitment process works.

Requirements

There are no prerequisites for this course, making it ideal for beginners. No prior experience in AI or data training is required. A basic understanding of technology and an interest in AI will be helpful.

A willingness to learn and explore the field of AI training is essential.

Description

Welcome to the World’s First Publicly Available AI Data Training Course!In this short course, you’ll gain all the skills and knowledge you need to succeed in AI Data Training, a new and rapidly growing career that is shaping the future of AI models and artificial intelligence as a wholeWe’ll briefly start with the fundamental AI concepts you need to understand such as machine learning and then dive into mastering human data creation and evaluation for AI model fine-tuning techniques such as Supervised fine-tuning and Reinforcement Learning from Human Feedback. After mastering those concepts, we’ll explore the data quality and safety standards that drive the training of today’s most widely used AI models, used behind the scenes by industry leaders like OpenAI and Cohere. We'll then conclude the course by teaching you how to find your first job as an AI data trainer/AI tutor. As AI models evolve, the demand for skilled data trainers grows, offering opportunities for financial freedom and career growth worldwide.This course is your gateway into the AI industry, designed for everyone—from high school graduates to PhD holders. Whether you’re:Exploring a non-technical career in AI,Already working as an AI data trainer and seeking to solidify your expertise,Looking for a flexible side gig to boost your income,Curious about AI training data quality, ethics, and safety,Looking for an entry point into the AI industry,Or simply eager to break into an exciting new field…This course is for you!Join us to master an under-documented yet essential role in the AI ecosystem. By the end of this course, you’ll have the tools, confidence, and understanding to thrive in this emerging career.

Overview

Section 1: Welcome to the Course: Introduction & Overview

Lecture 1 Welcome to the Course!

Section 2: Introduction to Artificial Intelligence: An Overview of Essential Concepts

Lecture 2 Understanding AI

Lecture 3 Core Areas of AI

Lecture 4 AI Models Explained

Section 3: Foundations of AI Data Training

Lecture 5 Human Data

Lecture 6 AI Training Data Types

Lecture 7 The Role of an AI Data Trainer

Section 4: AI Data Training Techniques

Lecture 8 Training Data for Supervised Fine-Tuning

Lecture 9 Training Data for Reinforcement Learning from Human Feedback

Lecture 10 Adversarial Training Overview

Lecture 11 Training Modern AI Models

Section 5: Data Quality and Safety Fundamentals

Lecture 12 Data Quality

Lecture 13 Data Safety

Lecture 14 Data Safety: Types of Bias in AI Models

Section 6: Building a career as an AI Data Trainer: Everything You Need to Know

Lecture 15 Congratulations!

Lecture 16 Key Competencies for Success as an AI Data Trainer

Lecture 17 The Recruitment Process

Lecture 18 Finding an AI Data Training Role

This course is designed for anyone looking to enter or advance in the field of AI as an AI data trainer. It’s ideal for current AI trainers who want to deepen their understanding of their role and explore potential career growth opportunities within the AI industry. It’s also perfect for individuals interested in becoming AI trainers—whether they’re new to the field, considering a career change, or exploring entry points into the industry. Additionally, this course is valuable for anyone curious about how AI models are trained and how quality and safety are ensured throughout the process. Whether you’re transitioning from another profession, looking for a new side hustle, or exploring how your skills can align with this rapidly evolving field, this course equips you with the knowledge and tools to succeed.,Suitable for people with a non-technical or technical background.