All coursesGo Pro · Kinatech Institution
Data Science & Machine Learning
Move from analysing data to predicting with it. Learn Python for data science, statistics and machine learning, and build models that solve real problems end to end.
- Fee
- ₦200,000
- Duration
- 12 weeks
- Level
- Intermediate
- Certificate
- On completion
What you'll be able to do
- Wrangle and explore data with Python & Pandas
- Apply core statistics and visualisation
- Build and evaluate machine-learning models
- Deliver an end-to-end data science project
Curriculum
4 modules · hands-on and project-based.
- 01
Python for data
- NumPy & Pandas
- Cleaning & wrangling
- Exploratory analysis
- 02
Statistics & visualisation
- Descriptive stats
- Probability basics
- Matplotlib & Seaborn
- 03
Machine learning
- Regression & classification
- Model evaluation
- scikit-learn
- 04
Capstone
- Feature engineering
- An intro to deep learning
- End-to-end project
Who it's for
- Aspiring data scientists and ML engineers
- Data analysts going deeper
- Developers moving into machine learning