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Address Business Issues with Data Science

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Address Business Issues with Data Science

5,677 already enrolled

Included with

Gain insight into a topic and learn the fundamentals.
4.5

32 reviews

Intermediate level

Recommended experience

7 hours to complete

Gain insight into a topic and learn the fundamentals.
4.5

32 reviews

Intermediate level

Recommended experience

7 hours to complete

Build your Data Analysis expertise

This course is part of the CertNexus Certified Data Science Practitioner Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from CertNexus

There are 3 modules in this course

This course is designed for business professionals that want to learn how to determine if a business issue is appropriate for a data science project and apply the data science process.

The typical student in this course will have experience in a business setting and a high-level understanding of fundamental data science concepts, including, but not limited to: types of data, data science roles, the overall data science lifecycle, and the benefits and challenges of data science.

Before you dive into the technical details of data science, you need to understand how data science fits within a larger business context. On the job, you'll be applying your skills to achieve one or more business goals, so it's important to keep those goals in mind all throughout the project. In this first module, you'll begin developing a data science project that can achieve these goals.

What's included

11 videos3 readings1 assignment1 peer review1 discussion prompt

11 videosTotal 52 minutes
  • CDSP Specialization Introduction4 minutes
  • Course Intro: Address Business Issues with Data Science3 minutes
  • Data Science3 minutes
  • Design Thinking3 minutes
  • Project Scope5 minutes
  • Project Specification and Objectives5 minutes
  • Project Timeline and Deliverables6 minutes
  • Project Stakeholders4 minutes
  • Stakeholder Requirements, POC, and MVP5 minutes
  • Data Privacy and Security8 minutes
  • Data Access and Governance6 minutes
3 readingsTotal 12 minutes
  • Overview2 minutes
  • Get help and meet other learners. Join your Community!5 minutes
  • Guidelines for Initiating a Data Science Project5 minutes
1 assignmentTotal 30 minutes
  • Initiating a Data Science Project30 minutes
1 peer reviewTotal 45 minutes
  • Initiating a Data Science Project45 minutes
1 discussion promptTotal 5 minutes
  • Reflect on What You've Learned5 minutes

Now that you have a greater understanding of the project's goals and design principles, you can start thinking about how to approach the project using the power of data science. In this module, you'll contextualize your work as a potential solution to a data-driven problem.

What's included

8 videos2 readings1 assignment1 peer review1 discussion prompt

8 videosTotal 41 minutes
  • The Data Science Process4 minutes
  • The Data Science Skillset7 minutes
  • Problem Formulation7 minutes
  • Common Data Science Issues8 minutes
  • Modeling Data2 minutes
  • Data Science Outcomes4 minutes
  • Learning Modes5 minutes
  • Randomness and Uncertainty3 minutes
2 readingsTotal 12 minutes
  • Overview2 minutes
  • Guidelines for Formulating a Data Science Problem10 minutes
1 assignmentTotal 30 minutes
  • Formulating a Data Science Problem30 minutes
1 peer reviewTotal 45 minutes
  • Formulating a Data Science Problem45 minutes
1 discussion promptTotal 5 minutes
  • Reflect on What You've Learned5 minutes

You'll work on a project in which you'll apply your knowledge of the material in this course to practical scenarios.

What's included

1 peer review

1 peer reviewTotal 120 minutes
  • Data Science Project Outline120 minutes

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Instructor ratings
4.3 (13 ratings)
5 Courses11,181 learners

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GC
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Reviewed on Jun 30, 2024

Kursus ini mengantarkan pengetahun baru dan keterampilan yang sangat berharga dalam dunia nyata

Frequently asked questions

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.

When you enroll in the course, you get access to all of the courses in the Certificate, 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.

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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.