Tuesday

Objectives

Readings

Review

Concepts

• K-Means Experiment
  • Objectives
  • Data Analysis
  • Selection of Features
  • Experiment Heueristics (Design)
  • Experiment
  • Conclusions
  • Recommendation
• Statistics 2: Probability, Distributions, & Tests
  • Handling Null Data
  • Basic Rules of Probability
  • Examples:
  • Probability Distributions
  • Cumulative Probability Distribution
  • The Gaussian/Normal Distribution
  • The Binomial Distribution
  • Example: the probability of \(\ge k\) Code Fellows students getting a job after 6 months
  • Hypothesis Testing and Measurement Significance
  • Students’ t-Test
  • t-Test example: Seattle Weather in 2010
• Django: Model Basics
  • Starting a Django Project
  • Managing Django
  • Exploring Django’s Models
  • For Homework
  • Wrap Up

Demo

Assignments

• Problem Set - Statistics 2
• Recitation Assignment
• Implement a Binary Search Tree in Python
• Today I learned...
• Django Imager: Create a Data Model (Due Friday)