Applied Generative AI Course For
Software Engineers
Python Crash Course I
Week 1
Python Crash Course II
Week 2
Hands-on with Large Language Models
Week 3
Gen AI Background
Week 4
Neural Networks Background
Week 5
Deep Dive into LLMs
Week 6
Building Applications with LLMs
Week 7
Training LLMs
Week 8
GenAI for Images
Week 9
GenAI for Audio
Week 10
AI Engineering for Software Engineers
Week 11 & 12
Capstone Projects - Software Focus
Week 13 & 14
Product Managers
Self-paced learning videos on Python basics, Jupyter Notebooks and Google Colab, and ML Essentials available for those who want to learn from scratch
Fundamentals of Python I
Week 1
Evolution of Generative AI
Week 2
Fundamentals of Python II/Python for GenAI
Week 3
Hands-on with Generative AI
Week 4
Deep Dive into LLMs
Week 5
Building Applications with LLMs
Week 6
Training LLMs
Week 7
Guided Live Project 1- LLM App with Streamlit
Week 8
Guided Live Project 2 - Financial Bot with LLMs
Week 9
GenAI for Images
Week 10
Guided Live Project -3 - Linkedin Headshot App
Week 11
GenAI for Audio / Guided Live Project 4 - OpenSAD Talker
Week 12
Capstone Projects - Product Management Focus
Week 13 onward
Personalized Sessions for Product Managers
Prompt Engineering and No Code Tools
Product Design and User Experience with AI & ML Products
Defining AI-Powered Product Requirements
AI Product Execution and Implementation
Tech Professionals
Python Crash Course I
Week 1
Python Crash Course II
Week 2
Hands-on with Large Language Models
Week 3
Gen AI Background
Week 4
Neural Networks Background
Week 5
Deep Dive into LLMs
Week 6
Building Applications with LLMs
Week 7
Training LLMs
Week 8
GenAI for Images
Week 9
GenAI for Audio
Week 10
Capstone Projects
Week 11 & 12
Engineering Managers
Self-paced learning videos on Python basics, Jupyter Notebooks and Google Colab, and ML Essentials available for those who want to learn from scratch
Fundamentals of Python I
Week 1
Evolution of Generative AI
Week 2
Fundamentals of Python II/Python for GenAI
Week 3
Hands-on with Generative AI
Week 4
Deep Dive into LLMs
Week 5
Building Applications with LLMs
Week 6
Training LLMs
Week 7
Guided Live Project 1- LLM App with Streamlit
Week 8
Guided Live Project 2 - Financial Bot with LLMs
Week 9
GenAI for Images
Week 10
Guided Live Project -3 - Linkedin Headshot App
Week 11
GenAI for Audio/Guided Live Project 4 - OpenSAD Talker
Week 12
Capstone Projects - EM Focus
Week 13 onward
Personalized Sessions for Engineering Managers
Technical Feasibility and ROI of GenAI Projects
Getting ready for AI Solutions
Data Quality and Integration Challenges
Leading AI Teams and Providing Technical Guidance
Technical Program Managers
Self-paced learning videos on Python basics, Jupyter Notebooks and Google Colab, and ML Essentials available for those who want to learn from scratch
Fundamentals of Python I
Week 1
Evolution of Generative AI
Week 2
Fundamentals of Python II/Python for GenAI
Week 3
Hands-on with Generative AI
Week 4
Deep Dive into LLMs
Week 5
Building Applications with LLMs
Week 6
Training LLMs
Week 7
Guided Live Project 1- LLM App with Streamlit
Week 8
Guided Live Project 2 - Financial Bot with LLMs
Week 9
GenAI for Images
Week 10
Guided Live Project -3 - Linkedin Headshot App
Week 11
GenAI for Audio/Guided Live Project 4 - OpenSAD Talker
Week 12
Capstone Projects - TPM Focus
Week 13 onward
Personalized Sessions for Technical Program Managers
Prompt Engineering and No Code Tools
Product Design with AI & ML blocks + User Experiences with AI
Defining AI-Powered Product Requirements
AI Product Execution and Implementation