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Courses/AI & Data

Python for AI & Data

Go from Python basics to data analysis and your first machine-learning models.

  • Beginner
  • 12 weeks
  • 9 lessons · 4.6 h
  • 2 assignments & projects
  • Certificate
PythonJupyterpandasNumPyscikit-learnLLM APIs

What you'll learn

  • Write Python programs confidently
  • Clean and analyse data with pandas
  • Visualise insights
  • Train and evaluate ML models
  • Build a small AI-powered app with an LLM API

Go from Python basics to data analysis and your first machine-learning models.

This is a cohort-based programme: you learn with a batch, attend live sessions, submit assignments for review and finish with a capstone project for your portfolio.

How the course works

  • Recorded lessons you can revisit anytime
  • Weekly live sessions with Q&A
  • Reviewed assignments with written feedback
  • A capstone project and a verifiable certificate

Curriculum

3 modules · 9 lessons · 4.6 h
01Python fundamentals3 lessons · 75 min · quiz
  • Setting up Python & Jupyter Free preview 15 min
  • Control flow and functions 35 min
  • Working with files 25 min
  • Python fundamentals — checkpoint quizQuiz
02Data analysis3 lessons · 100 min
  • pandas DataFrames 40 min
  • Cleaning data 30 min
  • Visualisation 30 min
03Machine learning & AI3 lessons · 100 min · quiz
  • Intro to machine learning 35 min
  • Model evaluation 25 min
  • Building with LLM APIs 40 min
  • Machine learning & AI — checkpoint quizQuiz

Completion requirements

  • Complete all 9 lessons
  • Pass all 2 graded quizzes and exams (practice quizzes and mock exams don't count)
  • Get all 2 assignments and projects graded at 50% or more
  • Then claim your verifiable certificate

Assignments & projects

AssignmentAssignment 1: Build and explain

Build a small feature using what you learned in the first modules. Requirements Working code pushed to a Git repositoryA README explaining…

Capstone projectCapstone project

Design, build and deploy a complete project that solves a real problem. Deliverables Live deployed linkSource code repositoryA 2–3 minute d…

Instructor

LogicGigs Academy Team

Engineers and designers from the LogicGigs software house

Courses are taught and reviewed by practitioners who build production software every day.

Requirements

  • No prior experience required
  • High-school level maths is helpful

Batches

Batch Nov 2026Nov 10, 2026 – Feb 2, 2027Sat · Sun, 11 am–1 pmHybridEnrolling

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