Data Science Discovery

Exploratory Data Analysis Overview M2-01

Descriptive Statistics M2-02

Mean, Median, and Mode M2-02a

Discovering Properties of Center M2-02b

Range and Standard Deviation M2-02c

Discovering Properties of Spread M2-02d

Discovering More Datasets D2-01

Rate My Professor Dataset D2-01a

Grouping Data in Python M2-03

GPA Dataset M2-03a

Aggregation Functions for groupby Groups M2-03b

Examples Aggregating groupby Groups M2-03c

Software Version Control with git M1-08

Cumulative Distribution Function (CDF) in Python - Data Science DISCOVERY at Illinois (m5-03b)

Function Focus: norm.ppf() and norm.cdf()

DISCOVERY Homework 2.05: Candy Party

Midterm 1 Review (2/13/2023)

DISCOERY Homework 6.04: Linear Regression on FIFA19 Dataset

DISCOVERY Homework 1.02: Exam Question Phrasing

DISCOVERY Homework 2.03: Average GPA of all Majors

DISCOVERY Homework 4.06: Multiple Linear Regression on Movies

DISCOVERY Homework 4.06: Illini Colors

DISCOVERY Homework 6.02: Simple Linear Regression Construction

DISCOVERY Homework 6.02: Difficult Correlation Coefficient

Probability Mass and Density Functions (PMF/PDF) in Python - Data Science DISCOVERY at UIUC (m5-03d)

k-means Clustering Examples - Data Science DISCOVERY - University of Illinois (m6-05a)

Function Focus: norm.ppf()

DISCOVERY Homework 5.03: Change in Standard Error (Percentage)

DISCOVERY Homework 2.03: Admitted Students into UC-Berkeley

Normal, Bernoulli, and Binomial Distributions in Python - Data Science DISCOVERY - Univ. of Illinois

DISCOVERY Homework 6.03: Regression on Mother-Daughter Heights

DISCOVERY Homework 4.05: Simulation of Three Colored Marbles With Replacement

Function Focus: random.randint() and random.choice()

Mastery Platform Walkthrough: DataFrame Data Types

Random Numbers in Python M3-02

Mastery Platform Walkthrough: Correlation Matrix in Python

DISCOVERY Homework 4.05: Conditional Simulation

DISCOVERY Homework 2.03: Percent of a Grade