44 Slide Decks

Classroom Slide Decks

The following slide decks are used in class. See below for a list of lab slide decks.

• The Data Science Process
• Exploring Data
• Preliminary Data Analysis
• Statistical Distributions
• Hypothesis Testing
• Confidence Intervals & Sampling Distributions
• Simple Linear Regression
• Multiple Linear Regression
• Logistic Regression
• Poisson Regression
• K Nearest Neighbours
• Naive Bayes Classifier
• Support Vector Machines
• Decision Trees
• Neural Networks
• K Means
• Mean-Shift Clustering
• Gaussian Mixture Models
• Agglomerative Hierarchical Clustering

Lab Slide Decks

The following slide decks are used in lab. See above for a list of lecture slide decks.

• Lab 0: Working As A Team [No slide deck]
• Lab 1: Ethics & Do No Harm
• Lab 2: Annotated Bibliography & Literature Reviews
• Lab 3: Types of Data & Simulations
• Lab 4: Data Visualizations
• Lab 5: Storyboards & Dashboards
• Lab 6: Science Communication
• Lab 7: Critiquing Science Communication
• Lab 8: Critical Reviews