# Data 8

## Spring 2020

**GSI**: Hubert Luo**Email**: [first name][last name]@berkeley.edu**Lab Website**: https://hluo27.github.io/data8**Lab**: Friday 12-2pm in Evans 458**Office Hours**: Friday 4-5pm in Barrows 581

### Lab Slides (Spring 2020)

Lab 2: Causality and Table Operations

Lab 3: Data Types and Table Manipulation

Project 1 Lab: Groups, Joins, and Pivots

Lab 5: Iteration and Conditionals

Project 2 Lab: Bootstrap and Confidence Intervals

Lab 8: Central Limit Theorem, Sample Means, and Correlation

Lab 9: Linear Regression and Residuals

Project 3 Lab: Residuals and Regression Inference

Lab 10: Classification, k-Nearest Neighbours, and Conditional Probability

## Fall 2019

**GSI**: Hubert Luo**Email**: [first name][last name]@berkeley.edu**Lab Website**: https://hluo27.github.io/data8**Lab**: Friday 9-11am in Evans B6**Office Hours**: Friday 2-3pm in Barrows 581

### Lab Slides (Fall 2019)

Lab 2: Causality, Expressions, and Table Operations

Lab 3: Data Types, Sequences, and Tables

Lab 5: Probability and Sampling

Lab 8: Bootstrapping and Confidence Intervals

Lab 9: Central Limit Theorem and Sample Means

Lab 10: Inference Review (Hypothesis Testing, A/B Testing, and Confidence Intervals)

Lab 11: Classification and k-Nearest Neighbours

### Lab Notebooks (Fall 2019)

Lab 2: Causality, Expressions, and Table Operations