CHOOSE WITH CONTEXT
按目标，认识不同学习方向
REFLIB / RESOURCE PATHWAY
两种入门路径，先比较再选择
CS50 与 MIT Python 都面向计算机或编程入门，内容范围与练习组织不同，不默认要求两门依次学完。
reflib 编辑导览，供选择资源时参考。
REFLIB / RESOURCE PATHWAY
先看基础条件，再看模型方法
MIT 机器学习资料列出 Python、微积分与线性代数基础；统计学习图书可作为方法对照资料。
reflib 编辑导览，供选择资源时参考。
REFLIB / RESOURCE PATHWAY
从商业问题，到有依据的表达
创业课程资料展示机会与计划如何组织；研究写作指南帮助审视问题、证据与表达。
reflib 编辑导览，供选择资源时参考。
COURSE DISCOVERY
第三方课程导览
按主题查找，也可选择两门课程对比资料信息。课程在提供方网站访问。
显示 8 项
未找到匹配内容
试试更简短的关键词，或切换分类。
SIDE BY SIDE
课程资料对照
| 对照项目 | CS50’s Introduction to Computer Science | Introduction to Computer Science and Programming in Python | Introduction to Machine Learning | New Enterprises | CS50’s Introduction to Databases with SQL | Introduction to Algorithms | Introduction to Computational Thinking and Data Science | Marketing Management |
|---|---|---|---|---|---|---|---|---|
| 课程年份 | CS50x 2026 | Fall 2016 · Archived | Fall 2020 · Archived | Spring 2013 · Archived | CS50 SQL · OpenCourseWare | Spring 2020 · Archived | Fall 2016 · Archived | Fall 2004 · Archived |
| 基础与对象 | Designed for learners with or without prior programming experience. | Intended for learners with little or no programming experience. | Recommended preparation: Python programming, calculus and linear algebra, as listed by MIT Open Learning Library. | The course is aimed at learners exploring a new enterprise, an existing business or the entrepreneurial process. Review the graduate-level syllabus for fit. | The provider allows this course before, during or after CS50x. Its focus is databases rather than a complete introduction to computer science. | The archived syllabus lists Python 3 programming and discrete mathematics, including proofs, recursion, graphs and probability, as prerequisites. | The syllabus lists 6.0001 introductory Python or instructor permission. The archived course uses Python 3.5. | The historical syllabus describes an introductory marketing survey with no prerequisites. Its graduate-level format includes readings and case discussions. |
| 资料形式 | Lectures, programming problem sets and a final project | Lecture videos, notes, code and programming assignments | Lectures, notes, exercises, labs and homework via the linked library | Lecture notes, tutorial videos and written/activity assignments | Seven topic units, lecture materials, problem sets and a final project | Lecture videos, notes, problem sets, practice problems and exams | Lecture videos, slides, code files and programming problem sets | Selected lecture notes, readings and case-assignment context |
| 详情 | 查看介绍 | 查看介绍 | 查看介绍 | 查看介绍 | 查看介绍 | 查看介绍 | 查看介绍 | 查看介绍 |
↔ 窄屏可左右滑动查看完整对照。
仅比较已核对的资料信息。费用、访问与考核条件以课程官方页面为准。
REFLIB FIELD NOTES
阅读完整导览选课之前，先整理目标与基础
以现有资源为例，理解目标、资料角色与选择顺序。