In “Python Debugging Capstone Project: Fixing and Extending Code,” you will undertake a comprehensive coding project that demonstrates your ability to use NumPy, pandas, and SciPy for advanced data manipulation and scientific computing. You will use the skills and best practices learned throughout the series to debug and analyze real-world data. This project will involve working with complex datasets, requiring you to implement data structures and handle missing data.
You will engage in systematic debugging using the OILER framework – Orient, Investigate, Locate, Experiment, and Reflect – learned in the first course within the series and other advanced troubleshooting techniques. By the end of the course, you will know how to properly document your processes through clean, maintainable code notebooks.
涵盖的内容
3个视频8篇阅读材料1个作业3个编程作业1个讨论话题
显示有关单元内容的信息
3个视频•总计34分钟
Welcome to the Course and Specialization•7分钟
Welcome to 'Course 4'•2分钟
Your Briefing•26分钟
8篇阅读材料•总计70分钟
Course Syllabus•10分钟
Help Us Learn About You•5分钟
Railroad Data Collection Methodology Report•25分钟
Pandas Review•5分钟
NumPy Review•5分钟
Review of Framework •5分钟
Structuring data science projects•10分钟
Why Does Project Structure Matter?•5分钟
1个作业•总计15分钟
Reflect on Your Progress•15分钟
3个编程作业•总计270分钟
Assessment 1.1•90分钟
Assessment 1.2•90分钟
Assessment 1.3•90分钟
1个讨论话题•总计10分钟
Introduce Yourself•10分钟
Updated Requirements and Final Deliverable
第 2 单元•小时 后完成
单元详情
涵盖的内容
2个视频4篇阅读材料5个编程作业
显示有关单元内容的信息
2个视频•总计12分钟
New Briefing•11分钟
Outro for series•2分钟
4篇阅读材料•总计60分钟
Documenting Your Work•30分钟
Post Course Survey•10分钟
You Are One Step Closer to Earning a Master's Degree from University of Michigan•10分钟
The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.