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Module 1 free

Python for AI

Visual-first path from prompt engineering and the OpenAI API to RAG, agents, MCP, and real AI projects — beginner friendly.

Your Outcome

Students who complete this course receive

  • Certificate
  • Projects
  • Skills

6 projects. 5 skills.

16 modules·182 lessons·6 projects·Earn your certificate

What you'll learn

  • Design reliable prompts and evaluate model outputs
  • Call chat and embedding APIs from Python
  • Build a simple RAG pipeline with citations
  • Connect agents and tools for multi-step tasks

Where this course fits

Python path — AI applications after Python Programming.

Prerequisites

Comfortable with beginner Python (variables, functions, loops)

Advisory only — Module 1 is open to everyone.

Earn while learning

Invite a friend. Both of you receive ₹50 Avora Credits after their first successful purchase.

Frequently asked questions

Beginner Python is enough to start. Modules later deepen NumPy, pandas, and ML habits as you build AI projects.

Skills You'll Gain

Practical skills you can list on your resume.

  • Prompting
  • OpenAI API
  • RAG
  • Agents
  • Python for AI

Module 1 preview lessons are free to start.

Full curriculum

Every module and lesson is listed — nothing hidden behind a paywall.

🏆 What You'll Get

Finish the course and walk away with proof employers can verify.

  • Digital Certificate of Completion

    A shareable credential that proves you finished the course.

  • Verifiable Certificate ID

    Every certificate includes a unique ID employers can check.

  • Downloadable PDF

    Save and print a polished PDF anytime after you earn it.

  • LinkedIn Ready

    Add it to your profile and share your achievement with one click.

  • Lifetime Verification

    Public verification stays available so your credential remains trusted.

Certificate preview

A sample of the credential you'll earn — with your name after completion.

YOUR NAME HERE

Python for AI

AVL-PFA-2026-000000

July 11, 2026

Scan to Verify

avora.ai/verify

Prompting

OpenAI API

RAG

Agents

Python for AI

92%

Mastery

Sample certificate for Python for AI. Display ID AVL-PFA-2026-000000. Issue date July 11, 2026.

How to Earn Your Certificate

Clear requirements — no surprises when you finish.

  1. Step 1

    Complete all lessons

    Finish every lesson in the curriculum.

  2. Step 2

    Complete coding challenges

    Solve the playgrounds and practice tasks.

  3. Step 3

    Pass final assessment

    Show you can apply what you learned.

  4. Step 4

    Achieve required mastery

    Meet the course mastery threshold to unlock your certificate.

Reviews & ratings

From verified learners who made meaningful progress in this course.

Sign in to leave a course review.

🚀 Where You'll Use These Skills

Concrete ways this course pays off beyond the classroom.

  • Build Personal Projects

    Ship small sites and pages you can show friends and employers.

  • Create Portfolio Websites

    Turn course builds into portfolio pieces with real structure.

  • Prepare for Technical Interviews

    Practice explaining markup, layout, and browser basics with confidence.

  • Foundation for Advanced Courses

    Unlock CSS, JavaScript, and project courses on a solid base.

By the end of this course you will be able to

  • Ship beginner AI projects with clear evaluation habits
  • Explain RAG and when retrieval helps grounding
  • Use APIs and tools safely with keys and rate limits

Skill level & time

Know what you're signing up for.

Difficulty

BeginnerIntermediateAdvanced
Estimated completion
~20h to complete
Estimated study hours
About 20 study hours
Difficulty
Beginner

💼 Portfolio Ready

Projects completed in this course can be added to your portfolio — proof of skills employers can see, not just a course title.

6 projects you can showcase

AI Email Assistant

Portfolio-ready build from this course.

Module 1 — Prompt Engineering

PDF Chatbot (Build)

Portfolio-ready build from this course.

Module 2 — OpenAI API & RAG Foundations

PDF Chatbot (Polish)

Portfolio-ready build from this course.

Module 2 — OpenAI API & RAG Foundations

AI Chatbot

Portfolio-ready build from this course.

Module 15 — Applied AI Projects

Resume Screener

Portfolio-ready build from this course.

Module 15 — Applied AI Projects

PDF Chat v2

Portfolio-ready build from this course.

Module 15 — Applied AI Projects

Continue Your Journey

Recommended next Avora courses after this one.

  1. This course
  2. Python Programming

How the course progresses

A high-level view of how your knowledge grows.

  1. Prompt engineering

    Patterns, evaluation, and safe prompting

  2. APIs & RAG

    Chat, embeddings, retrieval, and citations

  3. AI stack

    Python, data, ML, and vector search habits

  4. Agents & projects

    Workflows, MCP, and portfolio builds