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COM6018 - Data Science with Python - Home COM6018 - Data Science with Python - Home
  • The COM6018 module book

Course Notes

  • 000 COM6018 Course Notes
  • 005 Getting Started
  • 010 Getting Started with Python
  • 015 Further Python
  • 020 Reading and Writing Data Files
  • 025 Obtaining Data via an API
  • 030 Numerical Computing with NumPy
  • 035 Some Common Problems
  • 040 Processing Data with Pandas
  • 045 Common Pandas Mistakes
  • 050 Exploratory Data Analysis and Visualisation

Lectures

  • 000 COM6018 Lecture Notes
  • 005 Getting Started
  • 010 Welcome to COM6018
  • 015 Getting set up
  • 020 Reading and Writing Data
  • 030 Introducing NumPy
  • 040 Introducing Pandas
  • 050 Data Visualisation with Matplotlib and Seaborn

Lab Introductions

  • 000 COM6018 Lab Introductions
  • 010 Introduction to Lab 1
  • 020 Introduction to Lab 2
  • 030 Introduction to Lab 3
  • 040 Introduction to Lab 4

Lab Classes

  • 000 COM6018 Lab Classes
  • 010 Getting Started with Python
  • 020 Reading data
  • 030 Introducing NumPy
  • 040 Working with Pandas

Solutions

  • 000 COM6018 Solutions
  • 010 Getting Started with Python
  • 020 Reading data
  • 030 Introducing NumPy
  • 040 Working with Pandas
  • Repository
  • Open issue

Index

By Varvara Papazoglou & Jon Barker, University of Sheffield

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