AI & Data Science
Data Science & Machine Learning
A complete, project-led pathway from Python foundations to deployed machine-learning models. You will master data analysis, visualisation and the full supervised and unsupervised toolkit, then ship an end-to-end capstone you can show employers.
Skills you'll gain
PythonData analysisData visualisationStatistical analysisMachine learningPredictive modellingNLPTime-series analysisModel deployment
Curriculum
8 modules · tap any module to expand.
Data Science Foundations
Introduction to data scienceMachine learning concepts & typesStatistics for data science
Python for Data Science
Operators & data typesConditional statementsData structuresFunctions & lambda expressions
Data Analysis & Visualisation
NumPyPandasMatplotlib, Seaborn & PlotlyExploratory data analysis (EDA)Data preprocessing
Supervised Machine Learning
Linear & multiple regressionLogistic regressionDecision treesRandom forestK-Nearest NeighborsNaive Bayes
Advanced Machine Learning
Boosting & stackingModel evaluation & hyperparameter tuning
Unsupervised Learning
K-Means clustering
Specialised AI Domains
Natural Language Processing (NLP)Time-series forecasting
Production & Projects
Model deploymentEnd-to-end capstone project
Career paths
- Data Scientist
- Machine Learning Engineer
- Data Analyst
- AI Engineer
- Business Intelligence Analyst
Projects you'll build
- Predictive model with EDA
- NLP application
- End-to-end deployed ML project
Not sure if this is the right fit?
Book a free counselling call and we'll map Data Science & Machine Learning to your background and goals.