Address Business Issues with Data Science
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.
Monthly Subscription Starting at AED 99 + VAT
- Level Professional
- المدة 7 ساعات hours
- الطبع بواسطة CertNexus
-
Offered by
عن
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.الوحدات
Overview
-
2
Videos
-
2
Readings
2
Videos
- CDSP Specialization Introduction
- Course Intro: Address Business Issues with Data Science
2
Readings
- Overview
- Get help and meet other learners. Join your Community!
Define the Project's Scope and Stakeholders
-
7
Videos
7
Videos
- Data Science
- Design Thinking
- Project Scope
- Project Specification and Objectives
- Project Timeline and Deliverables
- Project Stakeholders
- Stakeholder Requirements, POC, and MVP
Identify the Project's Impact on Security and Governance
-
2
Videos
-
1
Readings
-
1
PeerReview
1
Peer Review
- Initiating a Data Science Project
2
Videos
- Data Privacy and Security
- Data Access and Governance
1
Readings
- Guidelines for Initiating a Data Science Project
Evaluate What You've Learned
-
1
Discussion
-
1
Assignment
1
Assignment
- Initiating a Data Science Project
1
Discussions
- Reflect on What You've Learned
Overview
-
1
Readings
1
Readings
- Overview
Problem Formulation
-
8
Videos
-
1
Readings
-
1
PeerReview
1
Peer Review
- Formulating a Data Science Problem
8
Videos
- The Data Science Process
- The Data Science Skillset
- Problem Formulation
- Common Data Science Issues
- Modeling Data
- Data Science Outcomes
- Learning Modes
- Randomness and Uncertainty
1
Readings
- Guidelines for Formulating a Data Science Problem
Evaluate What You've Learned
-
1
Discussion
-
1
Assignment
1
Assignment
- Formulating a Data Science Problem
1
Discussions
- Reflect on What You've Learned
Project
-
1
PeerReview
1
Peer Review
- Data Science Project Outline
Auto Summary
"Address Business Issues with Data Science" is an expertly crafted course offered by Coursera, tailored specifically for business professionals eager to leverage data science in solving business challenges. This professional-level course delves into evaluating business problems to determine their suitability for data science interventions and guides learners through applying the data science process effectively. Ideal for individuals with prior business experience and a foundational grasp of data science concepts, the course covers essential topics such as data types, roles in data science, the data science lifecycle, and the inherent benefits and challenges. Over 420 minutes, participants gain practical insights to drive data-driven decision-making within their organizations. Flexible subscription options, including Starter and Professional tiers, make this course accessible to a broad audience, ensuring that learners can choose the plan that best fits their professional development needs. Whether you're aiming to enhance your data science acumen or seeking to integrate data science solutions into your business strategy, this course offers the knowledge and tools to achieve your goals.
Sarah Haq
Stacey McBrine