Week 7: Hypothesis Testing
We will slowly be transitioning into the statistical inference part of the class. How do we make decision based on data and uncertainty? We will start formal...
Data 8
Spring 2021
Course Website: http://data8.org/sp21/
Feedback Form: https://forms.gle/bL9nT1SyYeANaS3U7
Lab:
- Friday from 8 - 9 AM
- Held together with Ryan Chien
Discussion:
- Wednesday from 8 - 9 AM
Office Hours:
- Thursday from 1 - 2 PM via OH Queue
All times are shown in PT.
Resources
Week 6: Control Flow and Iteration
In lecture, professor Ayazifar taught you about control flow and iteration, well known as conditionals/if-statements and for loops. Conditionals allow us to ...
Week 5: Functions, Tables and Project 1
Starting from now on, I will be putting both labs and discussions in one post to make it easier to find resources related to that specific week!
Week 4 Lab: Functions & Visualizations
Corresponding Readings
Week 4 Discussion: Visualizations and Histograms
Understanding your dataset is extremely important if you want to move to numerical inference or to prediction. We have to look for patterns that make sense a...
Week 3 Lab: Data Types & Table Manipulations
Corresponding Readings
Week 3 Discussion: Data Types & Table Manipulations
This week we will be diving a little deeper into python and using tables with the datascience library. As we know, a lot of data lives in tables. In this dis...
Week 2 Lab: Table Operations
Tables are the most important data structure within Data Science. Databases, our conceptions of data revolve about this notion that data consist of individua...
Week 2 Discussion: Introduction to Tables
Nice to meet you! This week we will be touching on topics that you have discussed in lecture, namely python programming and tables. We won’t go too much into...
Week 1 Lab: Introduction & Expressions
First of all, welcome to Data 8!