Data 8 Public Materials for Spring 2024

Environment Setup

Prerequisites

Ensure you have Anaconda or Miniconda installed on your system.

Installing Requirements

conda create --name <venv-name> 
conda activate <venv-name>
pip install -r requirements.txt # Install the dependencies
jupyter lab # Recommended way of coding

Removing the Environments

conda deactivate <venv-name> # If the env is activated
conda env remove --name <venv-name>

Other

You could modify the requirements.txt to install different versions of the packages.

Course Information

This repository contains the publicly available materials used in the Data 8 Foundations of Data Science course during the Spring 2024 semester at UC Berkeley.

This includes:

• homeworks
• labs
• projects
• lectures

The contents of this repository are licensed for reuse under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)

Lab Links:

• Lab 01
• Lab 02
• Lab 03
• Lab 04
• Lab 05
• Lab 06
• Lab 07
• Lab 08
• Lab 09

Homework Links:

• HW 01
• HW 02
• HW 03
• HW 04
• HW 05
• HW 06
• HW 07
• HW 08
• HW 09
• HW 10
• HW 11
• HW 12

Project Links:

• Project 1
• Project 2
• Project 3

Lecture Links:

• Lec 01
• Lec 02 (No demo)
• Lec 03
• Lec 04
• Lec 05
• Lec 06
• Lec 07
• Lec 08
• Lec 09
• Lec 10
• Lec 11
• Lec 12
• Lec 13
• Lec 14
• Lec 15
• Lec 16
• Lec 17
• Lec 18
• Lec 19
• Lec 20
• Lec 21
• Lec 22 (No demo)
• Lec 23
• Lec 24