Python for AI From Zero
Coming soon 1 free on YouTube BeginnerIntermediateAdvanced
Watch free on YouTube Udemy certificate: coming soon
- Udemy
- Coming soon
- Lessons
- 25
- Planned length
- About 5 h 36 min
- Projects
- 1
- Practicals
- Planned: a hands-on practical and a Udemy assignment in every section, plus a capstone
What you will be able to do
- Know the setup path for your machine
- Pick a laptop that runs local AI for your budget
- Run your first Python file
- Install packages without breaking other projects
- Version and share a project on GitHub
- Run an AI tool in a container
Syllabus
Python for AI, From Zero: Setup
- Why Python for AI, and What You Need Know the setup path for your machine
- Best Laptop for AI: Budget, Mid, Pro (India) Pick a laptop that runs local AI for your budget
- Install Python and VS Code (Windows, Mac, Linux) Run your first Python file
- Virtual Environments and Packages With uv Install packages without breaking other projects
- Git and GitHub for AI Projects Version and share a project on GitHub
- WSL and Docker Basics for AI Developers Run an AI tool in a container
Python for AI, From Zero: Python Fundamentals
- Variables, Strings, Lists and Dictionaries Store and look up records in a script
- If, Loops and Conditions Process a list of items with rules
- Functions, Modules and Debugging Turn repeated code into functions and fix a traceback
- Files and Folders With pathlib Read and write text, CSV and JSON files
- Type Hints and Pydantic Models Validate data the way AI apps do
- Async Python for AI Apps Call five APIs in parallel
Python for AI, From Zero: Data, JSON and APIs
- JSON for AI Developers Read and write the format every AI API uses
- Call an API From Python Fetch data from a public API
- Environment Variables and API Keys, Safely Keep keys out of code and out of GitHub
- pandas Basics for AI Work Clean and summarise a CSV
- Quick Interfaces: Streamlit and Gradio Put a web UI on a Python function
- Build an API With FastAPI Serve your code as a web API
- Testing With pytest Write tests that catch regressions
Python for AI, From Zero: Data and SQL With AI
- Clean and Explore Messy Spreadsheets With AI Clean a messy sheet and get five checked insights from it with an AI assistant
- pandas With an AI Assistant: Ask, Check, Run Have AI write pandas code, then verify every number it reports
- Text-to-SQL: Ask Your Database in Plain English Turn plain-English questions into safe, read-only SQL and check the results
- Build a Chat-With-Your-Database Agent Build an agent that inspects tables, writes SQL, retries on errors and explains answers
- AI-Built Dashboards in Streamlit and Looker Studio Generate a working dashboard from a dataset and a one-paragraph brief
- Project: Sales Insights Assistant Ship an assistant that answers sales questions from a database with charts
Take before
Lesson list from the ADITEJUS curriculum. Planned lengths are estimates per lesson; Udemy shows the final length.