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Data Science

Data Science and Machine Learning with Python – Hands On!

Learn Python, pandas and scikit-learn by building five real machine-learning projects.

  • 4.7(3 reviews)
  • 6,420 students
  • Intermediate
  • English · বাংলা subtitles
  • Updated October 2026
Created byJason Williams

Live classes

  • 26 Oct8:00 pm
    Live Q&A with the instructorStarts in 12 minutes
    For students
  • 2 Nov8:00 pm
    Project review sessionStarts in 1 week
    For students

What you will learn

  • Load, clean and explore real datasets
  • Ask the right questions and answer them with data
  • Build charts and dashboards people understand
  • Use Python, SQL or Excel with confidence
  • Present your results clearly

About this course

Learn Python, pandas and scikit-learn by building five real machine-learning projects.

This course is built around practice: every section ends with a small task, and the final project brings it all together so you finish with something real to show.

Who this course is for

  • Beginners who want a clear, step-by-step path
  • Professionals who want to sharpen their skills
  • Anyone who learns best by doing

Requirements

  • A computer, tablet or phone with internet
  • No earlier experience needed — we start from the basics
  • About 30 minutes a day to practise

Course curriculum

4 sections · 16 lectures · 08 hr 15 mins total

Getting started3 lectures
Working with data4 lectures
  • Loading and cleaning a dataset 07:30
  • Asking good questions of data 11:15
  • Summaries that tell a story 13:45
  • Charts that people understand 09:50
Analysis in practice4 lectures
  • Grouping and comparing 15:20
  • Finding trends over time 12:10
  • Spotting outliers 08:35
  • Simple predictions 14:05
Final project5 lectures
  • Your project brief 05:30
  • Step-by-step walkthrough 24:40
  • Hand in your project 10:00
  • Final quiz 05:00
  • What to learn next 04:10

Your instructor

Jason Williams

Senior Data Scientist

  • ★ 4.5 rating
  • 11,540 students
  • 2 courses

Jason has spent ten years building data products for banks and online shops. He teaches Python, SQL and machine learning with real datasets and a lot of patience.

View profile and courses

4.7Based on 3 verified reviewsCustomer reviews

  1. Mehedi Rahman (verified owner) –

    Great content and good examples. I wish there were a few more exercises.

  2. Imran Hossain (verified owner) –

    The instructor explains everything step by step. Best course I have taken online.

  3. Farhana Akter (verified owner) –

    Very clear and practical. I finished the project in a week and already used it at work.

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