TechnologyTechnologyBeginnerFree
Data Science Bootcamp
Go from zero to job-ready data scientist in 5 weeks.
4.8 rating 9,800 learners 5 weeks Certificate included
Free
5 weeks of content
Access on mobile and desktop
Lifetime access after enrolment
Certificate of completion
Community access and peer learning
What you'll learn
Master Python fundamentals and the core data science libraries needed for all subsequent work.
Build professional-quality visualisations and query databases with SQL — the two most universal data communication skills.
Understand and implement core machine learning algorithms using scikit-learn.
Apply ML to complex real-world scenarios including time series, NLP basics, and production considerations.
Understand deep learning fundamentals and build a job-ready data science portfolio.
Curriculum
1Week 1
Python for Data Science
5 lessons
Week 1
Python for Data Science
Python Essentials for Data Scientists
NumPy: Numerical Computing at Scale
Pandas: DataFrames and Data Wrangling
Week 1 Quiz
Assignment: Exploratory Data Analysis
2Week 2
Data Visualisation and SQL
5 lessons
Week 2
Data Visualisation and SQL
Data Visualisation with Matplotlib and Seaborn
SQL for Data Analysis
Storytelling with Data
Week 2 Quiz
Assignment: Dashboard Analysis
3Week 3
Machine Learning Fundamentals
5 lessons
Week 3
Machine Learning Fundamentals
The Machine Learning Workflow
Classification and Regression Algorithms
Feature Engineering and Model Tuning
Week 3 Quiz
Assignment: Build a Predictive Model
4Week 4
Advanced ML and Real-World Projects
5 lessons
Week 4
Advanced ML and Real-World Projects
Time Series Analysis
NLP Fundamentals
Taking Models to Production
Week 4 Quiz
Assignment: Capstone — End-to-End Data Science Project
5Week 5
Deep Learning and Career
5 lessons
Week 5
Deep Learning and Career
Deep Learning Foundations
Transfer Learning and Pre-trained Models
Portfolio Building and Career Strategy
Week 5 Quiz
Assignment: Bootcamp Capstone — Full Data Science Portfolio Project
About this course
A comprehensive, beginner-friendly bootcamp that takes you from Python basics to building real machine learning models. By the end, you'll have a portfolio of data projects and the skills to land a data analyst or junior data scientist role.
Requirements
- No prior programming experience needed
- A laptop with internet access
- Willingness to practice daily
Who is this for
- Complete beginners wanting to enter data science
- Analysts looking to upskill to ML
- Anyone who wants to work with data professionally
Free
5 weeks of expert content
Hands-on projects & assignments
Lifetime access
Certificate of completion
Mobile & desktop access