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Data Science and AI
Data Science Training to Become a Data Scientist
From statistics through to machine learning
Maths and statistics, Python, cleaning data, visualisation and machine learning — the whole path from data to a decision, worked on real datasets.
8Modules
IntermediateLevel
6 monthsDuration
What you will be able to do
Understand what data science work looks like and where it leads
Work with data in Python, NumPy and pandas
Clean and prepare data
Apply statistics and probability
Present results with visualisation
Build and evaluate machine learning models
A complete project for your portfolio
Course outline
01
Introduction to data science
02
Python for data
03
Statistics and probability
04
Data cleaning and preparation
05
Visualisation
06
Foundations of machine learning
07
Model evaluation and tuning
08
Capstone project
Tools you will use
PythonNumPypandasMatplotlibscikit-learnJupyter
What you need
Basic mathematics
Knowing Python helps but is not required
