Artificial Intelligence and Generative AI for those trying to understand how it all works
Do you know all those AI buzz words you hear all of the time, but have no idea what they mean? Well, it’s time to change that. This course was designed by a leading AI expert in the trans loc field, with two AI awards just in the last 6 months (including TAUS AI Revolutionary of the Year and Slator’s Language AI 50 Under 50). Coming from a software product consulting and government background, this course is intended for a learner that is trying to understand how AI and Generative AI really work.
What you’ll learn
- Understanding the full artificial intelligence landscape.
- AI, machine learning and deep learning basics.
- Generative AI and how it works.
- How your data is being used in GenAI solutions, and how to protect it.
- How to become “AI Ready”.
- Evaluating the copyright infringement argument for AI model trainers.
- Government entity approach to Generative AI.
- How to set your own AI initiatives.
- Latest trends, advancements, and risks.
- Neural Networks, MoE (Mixture of Experts).
- Vector Databases.
- RAG (Retrieval Augmented Generation).
- Transformers.
- Prompt Engineering Tricks.
Course Content
- Let’s Skip the GenAI Buzzwords: Welcome to the Course –> 3 lectures • 7min.
- Introduction to AI –> 4 lectures • 13min.
- Machine Learning, Deep Learning, and Neural Networks –> 3 lectures • 7min.
- Generative AI Overview –> 3 lectures • 8min.
- How Generative AI Works –> 10 lectures • 20min.
- The Role of Vector Databases and RAG (Retrieval Augmented Generation) –> 7 lectures • 16min.
- Prompt Design Tips and Tricks –> 6 lectures • 16min.
- Risks of Generative AI –> 4 lectures • 16min.
- Data Privacy and Protection in Generative AI –> 4 lectures • 10min.
- Copyright Questions in Generative AI Model Training –> 8 lectures • 19min.
- A Quick Guide for US Government GenAI Applications –> 6 lectures • 13min.
- Becoming AI Ready (as a Business or Government Entity) –> 5 lectures • 10min.
- How to Set Your Own AI Initiatives Forward –> 3 lectures • 7min.
- Final Thoughts –> 1 lecture • 4min.
Requirements
Do you know all those AI buzz words you hear all of the time, but have no idea what they mean? Well, it’s time to change that. This course was designed by a leading AI expert in the trans loc field, with two AI awards just in the last 6 months (including TAUS AI Revolutionary of the Year and Slator’s Language AI 50 Under 50). Coming from a software product consulting and government background, this course is intended for a learner that is trying to understand how AI and Generative AI really work.
This course is for everyone: software background or not. Complex technical problems are broken down into things that everyone can understand. Transformers, neural networks, MoE, vector databases, RAG, you name it. You’ll understand all of it by the end.
You will even walk through some other lesser known topics in the Generative AI sphere, including questions of copyright, data privacy protection, how Government entities should start to approach AI, and how to set your own AI initiatives to become “AI Ready”.
You will learn:
-Artificial Intelligence 101
-AI vs. Machine Learning vs. Deep Learning
-Understanding Generative AI
-Generative AI Infrastructure
-Neural Networks and Mixture of Experts (MoE)
-Understanding Vector Databases and RAG
-Analysis of Copyright Infringement Claims for Data Training
-Data Privacy Protection
-Generative AI for Government
-Prompt Engineering Tips and Tricks
-Becoming AI Ready
-Setting Your Own AI Initiatives
Sign up now, and let’s get learning together!