关于此课程： 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.
教学方： Scott Rixner, Professor
Computer Science
教学方： Joe Warren, Professor
Computer Science
教学方： Luay Nakhleh, Associate Professor
Computer Science; Biochemistry and Cell Biology
| 基本信息 | 课程 3（共 7 门，Fundamentals of Computing Specialization ） |
| 级别 | 中级 |
| 承诺学习时间 | 4 weeks of study, 7-10 hours/week |
| 语言 | English |
| 如何通过 | 通过所有计分作业以完成课程。 |
| 用户评分 |
- 视频: Introduction
- 视频: Required Python Knowledge
- 閱讀: Required Python Knowledge
- 视频: Coding Style and Standards
- 閱讀: Guidelines for Coding Style
- 视频: Python Modules
- 閱讀: Importing Custom Modules in Python
- 视频: Machine Grading
- 视频: Mini-project Video
- 閱讀: Mini-project Description
- 閱讀: 2048
- LTI 項目: Assignment Submission History
- 閱讀: Math Expressions for Homework
- 閱讀: Math Notes on Functions
- 閱讀: Practice Mini-project - Solitaire Mancala
- 视频: CodeSkulptor
- 视频: Saving in CodeSkulptor
- 视频: Beyond CodeSkulptor (15:12) (optional video)
- 閱讀: Python Development Environments
- 视频: Testing
- 閱讀: Building Tests for Python Programs
- 视频: Plotting
- 视频: Grids
- 视频: Mini-project Video
- 閱讀: Mini-project Description
- 閱讀: Math Notes on Grid Representations
- 閱讀: Practice Activity - Testing Solitaire Mancala
- 视频: Basics of Probability
- 视频: Expected Value
- 视频: Monte Carlo Methods
- 视频: Objects and References
- 视频: Mini-project Video
- 閱讀: Mini-project Description
- 閱讀: TTTBoard Class
- 閱讀: Math Notes on Basic Probability
- 閱讀: Math Notes on Expected Value
- 閱讀: Practice Mini-project - Nim (Monte Carlo)
- 閱讀: Practice Activity - The Monty Hall Problem
- 视频: Enumeration
- 视频: Permutations and Combinations
- 视频: Combinatorics and Password Breaking
- 视频: Debugging
- 视频: Mini-project Video
- 閱讀: Mini-project Description
- 閱讀: Math Notes on Enumeration
- 閱讀: Math Notes on Permutations and Combinations
- 閱讀: Practice Activity - Analyzing a Simple Dice Game
- 閱讀: Practice Activity - Counting Game States
- 视频: Counting and Sums
- 视频: Functions: Finding the Max
- 视频: Higher-order Functions
- 视频: Plotting Statement Counts
- 视频: Mini-project Video
- 閱讀: Mini-project Description
- 閱讀: BuildInfo Class
- 閱讀: Math Notes on Arithmetic Sums
- 閱讀: Math Notes on Logarithms and Exponentials
- 閱讀: Math Notes on Growth Rates of Functions
- 閱讀: Practice Activity - Modeling the Growth of Functions
- 閱讀: Practice Activity - The Case of the Greedy Boss
每門課程都像是一本互動的教科書，具有預先錄製的視頻、測驗和項目。
與其他成千上萬的學生相聯繫，對想法進行辯論，討論課程材料，並尋求幫助來掌握概念。
獲得正式認證的作業，並與朋友、同事和雇主分享您的成功。
| 购买课程 | |
|---|---|
| 访问课程材料 | 可用 |
| 访问评分的材料 | 可用 |
| 收到最终成绩 | 可用 |
| 获得可共享的课程证书 | 可用 |
Very good course, I enjoyed it and love the chemistry/humor among all three professors. . I learned a lot and was exposed to many aspects of programming that as a self-taught programmer didn't know much about. The programming assignments were challenging. I only wish we had solutions to the assignments after the course was over (similar to the EDX platform, so we can see how to implement the solutions much more succinctly.
Excellent courses, but a little difficult to solve the problems completely. Lectures don't cover the problems and homeworks fully. This requires self-driven efforts and research regardless of the lectures. Anyway, it is very useful and meaningful. Thanks!
Great course
熊
Much harder than "Introduction to Interactive Programming in Python", more frustration and sense of accomplishment. I don't like TEST!