Bootcamp Module

Table of Contents

| Session 1| Session 2| Session 3| Session 4|
| Session 5| Session 6| Session 7| Session 8|
| Session 9| Session 10| Session 11| Session 12|
| Session 13| Session 14| Session 15| Session 16|
| Session 17|

Sessions

Session 1

• Course Introduction by Professor Vuduc
• Bootcamp introduction, objectives, and purpose
  • Slides

Session 2

• Detailed Vocareum Overview

• Introduction to Google Colab

  • PDF

• Introduction to Google Colab

  • PDF
  • Colab Notebook
  • Solutions

• Variable Naming, Comments/Readability, Python Error Handling

  • Colab Notebook

• Functions and Data Types in Python

  • Colab Notebook

• Coding Examples

  • MPE #6 Bootcamp Solution
  • MPE #7 Bootcamp Solution

Session 3

• Sequences, tuples, and range objects

  • Colab Notebook

• Lists

  • Colab Notebook

• Sets

  • Colab Notebook

• Coding Examples

  • MPE 3
  • MPE 9

Session 4

• Data Debugging and Error Handling
  • Introduction Colab Notebook
  • Example Colab Notebook

Session 5

• Dictionaries, Part 1
  • Colab Notebook
  • Example Exercises

Session 6

• Dictionaries, Part 2
  • Colab Notebook
  • Example Exercises

Session 7

• Loops and Comprehensions

  • PDF
  • Colab Notebook

• Helper Functions

  • PDF
  • Colab Notebook

• Introduction to Nested Data

  • Colab Notebook

• Nested Data Example -- NBA data

  • PDF
  • Colab Notebook

• Nested Data Exercise -- NBA data

  • Colab Notebook

Session 8

• Zip, enumerate, lambda functions, sorting

  • Colab Notebook (zip/enumerate)
  • Colab Notebook (lambda)
  • Colab Notebook (sorting)

• Statistical functions, Math as Code

  • Colab Notebook (min/max)
  • Colab Notebook (Math as Code)

Session 9

• Data Debugging

  • Colab Notebook Part 1
  • Colab Notebook Part 1 (solution)
  • Colab Notebook Part 2
  • Colab Notebook Part 2 (solution)

• Debugging Recipe

Session 10

• String manipulation with regex
  • Colab Notebook (intro to regex)
  • Colab Notebook (Example 1)
  • Colab Notebook (Example 2)

Session 11

• Data debugging

  • Colab Notebook
  • Data debugging Solutions

• Data debugging

  • PDF

Session 12

• Data debugging
  • Colab Notebook
  • Data debugging Solutions

Session 13

• TA Walkthrough of Tier 1 Practice Midterm Exam (#29, Fall 2023)

Session 14

• TA Walkthrough of Tier 1 Practice Midterm Exam (#28, Spring 2023)

Session 15

• TA Walkthrough of Tier 1 Practice Midterm Exam (#27, Fall 2022)

Session 16

• TA Walkthrough of Tier 1 Practice Midterm Exam (#26, Spring 2022)
• Exam Prep Q&A

Session 17

• Prof Vuduc exam results review
• Prof Vuduc exam results review