To round out your advanced implementation of Python, in this course, you'll clean and visualize data, and apply basic machine learning principles. You'll also handle exceptions and write and execute unit tests, as well as create and distribute Python packages.
This is the third and final course in a multi-course Specialization.
All of the courses in this Specialization require that you use the provided virtual machine, which includes an installation of Python. The course setup instructions provided in the first course go into more detail about the hardware and software requirements.
Python® is one of the most popular programming languages in the field of data science. This includes everything from data cleaning, to data analysis, to data visualization, and much more—all of which Python excels at. In this lesson, you will program Python for data science applications.
涵盖的内容
1篇阅读材料5个插件
显示有关单元内容的信息
1篇阅读材料•总计5分钟
⚠️READ THIS FIRST⚠️•5分钟
5个插件•总计205分钟
Lesson Introduction•5分钟
Clean Data•65分钟
Visualize Data•65分钟
Implement Basic Machine Learning Using Regression•65分钟
Lesson Summary•5分钟
Implementing Exception Handling and Unit Testing
第 2 单元•小时 后完成
单元详情
Before your applications will be ready for people to use, you must ensure that they run error free and can handle any user, system, or data issues you can anticipate. In this lesson, you will handle exceptions and write and execute unit tests.
涵盖的内容
4个插件
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4个插件•总计155分钟
Lesson Introduction•5分钟
Handle Exceptions•50分钟
Write Unit Tests•50分钟
Execute Unit Tests•50分钟
Packaging Applications for Distribution
第 3 单元•小时 后完成
单元详情
Once you've created an application, you may want to think about sharing it with the world. The default Python® installation includes utilities to help you bundle all of the files required for your application into one place for easy distribution.
涵盖的内容
4个插件
显示有关单元内容的信息
4个插件•总计80分钟
Lesson Introduction•5分钟
Create Python Packages•35分钟
Generate Executable Files•35分钟
Lesson Summary•5分钟
Completing the Course
第 4 单元•小时 后完成
单元详情
You'll wrap things up and then validate what you've learned in this course by taking an assessment.
Logical Operations is the world's largest general publisher of instructor-led technology curriculum, and a leader in the technical training community for over 40 years. We employ a rigorous, expert-driven authoring process that, for decades, has produced successful results for learners the world over. Our courseware aligns with real-world business needs and objectives, ensuring learners are able to apply their newly developed skills while on the job.
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.