About this course: This two-part course builds upon the programming skills that you learned in our Introduction to Interactive Programming in Python course. We will augment those skills with both important programming practices and critical mathematical problem solving skills. These skills underlie larger scale computational problem solving and programming. The main focus of the class will be programming weekly mini-projects in Python that build upon the mathematical and programming principles that are taught in the class. To keep the class fun and engaging, many of the projects will involve working with strategy-based games. In part 1 of this course, the programming aspect of the class will focus on coding standards and testing. The mathematical portion of the class will focus on probability, combinatorics, and counting with an eye towards practical applications of these concepts in Computer Science. Recommended Background - Students should be comfortable writing small (100+ line) programs in Python using constructs such as lists, dictionaries and classes and also have a high-school math background that includes algebra and pre-calculus.
Taught by: Scott Rixner, Professor
Computer Science
Taught by: Joe Warren, Professor
Computer Science
Taught by: Luay Nakhleh, Associate Professor
Computer Science; Biochemistry and Cell Biology
| Basic Info | Course 3 of 7 in the Fundamentals of Computing Specialization |
| Level | Intermediate |
| Commitment | 4 weeks of study, 7-10 hours/week |
| Language | English |
| How To Pass | Pass all graded assignments to complete the course. |
| User Ratings |
- Video: Principles of Computing
- Video: Introduction
- Video: Required Python Knowledge
- Reading: Required Python Knowledge
- Video: Coding Style and Standards
- Reading: Guidelines for Coding Style
- Video: Python Modules
- Reading: Importing Custom Modules in Python
- Video: Machine Grading
- Video: Mini-project Video
- Reading: Mini-project Description
- Reading: 2048
- LTI Item: Assignment Submission History
- Reading: Math Expressions for Homework
- Reading: Math Notes on Functions
- Reading: Practice Mini-project - Solitaire Mancala
- Video: CodeSkulptor
- Video: Saving in CodeSkulptor
- Video: Beyond CodeSkulptor (15:12) (optional video)
- Reading: Python Development Environments
- Video: The Importance of Testing
- Video: Testing
- Reading: Building Tests for Python Programs
- Video: Plotting
- Video: Grids
- Video: Mini-project Video
- Reading: Mini-project Description
- Reading: Math Notes on Grid Representations
- Reading: Practice Activity - Testing Solitaire Mancala
- Video: The Importance of Probability
- Video: Basics of Probability
- Video: Expected Value
- Video: Monte Carlo Methods
- Video: Objects and References
- Video: Mini-project Video
- Reading: Mini-project Description
- Reading: TTTBoard Class
- Reading: Math Notes on Basic Probability
- Reading: Math Notes on Expected Value
- Reading: Practice Mini-project - Nim (Monte Carlo)
- Reading: Practice Activity - The Monty Hall Problem
- Video: The Importance of Combinatorics
- Video: Enumeration
- Video: Permutations and Combinations
- Video: Combinatorics and Password Breaking
- Video: Debugging
- Video: Mini-project Video
- Reading: Mini-project Description
- Reading: Math Notes on Enumeration
- Reading: Math Notes on Permutations and Combinations
- Reading: Practice Activity - Analyzing a Simple Dice Game
- Reading: Practice Activity - Counting Game States
- Video: The Importance of Counting
- Video: Counting and Sums
- Video: Functions: Finding the Max
- Video: Higher-order Functions
- Video: Plotting Statement Counts
- Video: Mini-project Video
- Reading: Mini-project Description
- Reading: BuildInfo Class
- Reading: Math Notes on Arithmetic Sums
- Reading: Math Notes on Logarithms and Exponentials
- Reading: Math Notes on Growth Rates of Functions
- Reading: Practice Activity - Modeling the Growth of Functions
- Reading: Practice Activity - The Case of the Greedy Boss
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.
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| Purchase Course | Audit | |
|---|---|---|
| Access to course materials | Available | Available |
| Access to graded materials | Available | Not available |
| Receive a final grade | Available | Not available |
| Earn a shareable Course Certificate | Available | Not available |
Very well structured course. The concepts are explained in detail, the videos are of great quality. The assignmenets give good mix of challenge together with not being overly difficult and discouraging. One of the best courses I've ever had.
This specialization is helping me improve a lot.
Most of the course was awesome, just wasn't crazy about the testing questions at the end of each quizz
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MM
Another fun course!