What you'll learn
Starts from absolute zero — no prior programming knowledge needed
Ten focused ~10-minute episodes, each on a single Python topic
Six focused 15-minute episodes — production patterns, not theory
Real Python code in every episode, drop into any project
Ten tight ≤3-minute episodes, no padding
Anatomy of an OpenAI call and the four pillars
Week by week
Week 1 · Basic
Python from Zero, A Complete Beginner's Course
A 10-episode course that starts from 'what is a computer' and ends at object-oriented Python. No prior knowledge assumed.
- Starts from absolute zero — no prior programming knowledge needed
- Ten focused ~10-minute episodes, each on a single Python topic
- Every concept shown on screen with code, diagrams, and side-by-side comparisons
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Week 2 · Basic
LLM & AI Application Engineering
Six intermediate Python episodes that turn LLM API calls into production-ready AI applications with RAG, tools, and agents.
- Six focused 15-minute episodes — production patterns, not theory
- Real Python code in every episode, drop into any project
- Covers prompts, RAG, tool calling, async patterns, and agents end-to-end
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Week 3 · Basic
Python AI Prompt Engineering From Beginner to Expert
Ten ≤3-min episodes (plus a 90-second trailer) that take an intermediate Python dev from prompt basics to production prompt engineering.
- Ten tight ≤3-minute episodes, no padding
- Anatomy of an OpenAI call and the four pillars
- Few-shot, chain of thought, structured JSON outputs
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Final step · Required
Interview Preparation
The weeks teach the skills; this step rehearses selling them. Mock interview questions, project walk-through practice, and answer patterns for the roles this path targets.
AI Prompt EngineerAI Application DeveloperMachine Learning Operations (MLOps) EngineerAI Product Manager
Tech stack you'll master
Python 3.12+OpenAI, Anthropic ClaudePrompt chains, RAG, AI agentsVS Code, Git
Prerequisites
- A computer with 8GB+ RAM (Windows, macOS, or Linux)
- No prior programming experience — week 1 starts from absolute zero
- An OpenAI or Anthropic API key for the hands-on work
By the end you'll be able to
- Write clean Python from scratch — variables through object-oriented code
- Craft precise prompts that get reliable output from GPT and Claude
- Call OpenAI and Anthropic APIs programmatically from Python
- Chain prompts into multi-step workflows, RAG pipelines and agents
- Evaluate and harden prompt-driven features for production use