Bootcamps · Data
Data Science Bootcamp
Python, SQL, statistics, machine learning and LLMs, with dashboards and a portfolio project employers can see.
The Data Science Bootcamp takes you from programming basics to building and deploying machine learning models. You learn Python and SQL, explore and visualise data, apply inferential statistics and regression, build dashboards and use cloud and generative AI tools, then move on to scikit-learn, NLP, time series, neural networks, transformers, LLMs and MLOps. Two career incubator phases build your professional skills, and you finish with an end-to-end project for your portfolio.
What you'll learn
- Analyse data with Python, pandas and SQL
- Communicate insights with dashboards
- Apply statistics and regression
- Train and evaluate machine learning models
- Work with NLP, time series and transformers
- Deploy and monitor models (MLOps)
Curriculum
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1
Prep · Introduction to data science
Lifecycle, Python, pandas, statistics and SQL basics.
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2
Core · Data science programme
Python for data, SQL, dashboards, inferential statistics and regression.
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3
Wellness break
A week off to rest and catch up.
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4
Machine learning & LLMs
scikit-learn, NLP, time series, neural networks, transformers and MLOps.
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5
Career incubator · BI & dashboards
Power BI dashboards for your portfolio and interview preparation.
Before you join
- Aptitude for numbers and problem solving
- Admissions assessment
- Laptop: 8GB RAM minimum, Intel i5 / Ryzen 5 or better
Tools & technologies
PythonJupyterpandasNumPySQLMatplotlib / SeabornTableau / Power BIscikit-learnTensorFlow / KerasHugging FaceGit
Career paths
Data ScientistData AnalystMachine Learning EngineerBusiness Intelligence AnalystAI Engineer
