Become a Data Scientist in 18 weeks
Online • Evening classes • Tue/ Wed/ Thu · 18 weeks
Build production-ready AI applications with machine learning, deep learning, and LLMs. Master PyTorch, transformers, LangChain, and MLOps to create intelligent systems.
Not sure which programme? Take the 4-minute quiz →
Advanced pace: comfort with Python and SQL is expected. A Maths Foundations supplement (linear algebra, calculus, probability) is provided before the course. All sessions are live, remote, and recorded for replay.
What you'll learn
18-week structured curriculum
Weeks 1–2
Python & Data Wrangling
Python for data science, then data wrangling and SQL for analytical datasets
Weeks 3–4
Statistics, SQL & EDA
Statistics and probability, then SQL and exploratory data analysis
Weeks 5–6
Machine Learning
ML fundamentals (supervised learning, model evaluation), then advanced ML and ensemble methods
Weeks 7–8
Feature Engineering & MLOps
Feature engineering and unsupervised learning, then MLOps and model deployment
Weeks 9–10
Deep Learning & Time Series
Neural networks and CNNs with PyTorch (computer vision), then time series analysis and forecasting
Weeks 11–12
NLP & Transformers
NLP foundations and text preprocessing, then BERT and large language models
Weeks 13–14
LLMs in Production
RAG and LangChain, then LLM fine-tuning and agents
Weeks 15–16
Advanced MLOps & AI Ethics
Advanced MLOps (monitoring, CI/CD, scaling), then AI ethics and responsible AI
Weeks 17–18
Capstone & Career
End-to-end data science project, then final presentations and interview preparation
Detailed curriculum
360 hours of hands-on learning (9h in class + 11h self-study per week)
Projects
Build your portfolio with real-world projects
Predictive Analytics System
Build machine learning models for business forecasting using regression, time series analysis, and ensemble methods.
AI-Powered Chatbot with RAG
Create an intelligent chatbot using LangChain, vector databases, and retrieval augmented generation for context-aware responses.
Computer Vision Application
Develop a production-ready computer vision system for image classification or object detection using PyTorch and transformers.
Career outcomes
UK market insights
£65,000
Average UK salary (all levels)
£50,000 - £95,000
Typical UK salary range
Job titles
- Data Scientist
- Machine Learning Engineer
- AI Engineer
- Research Scientist
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