Certified Analytics Professional : CAP Cert Prep: Domains 1–4

Description

In this course, you will :

• provides an accelerated overview of each of the first four domains in the CAP exam, assisting you in becoming acquainted with some of the key data science concepts covered on the exam.
• He delves into domains 1–4: Business Problem Framing, Analytics Problem Framing, Data, and Methodology, after discussing the history of CAP and related certifications.

Syllabus :

1. Certified Analytics Professional (CAP)

• CAP history
• CAP domains
• Related certifications
• Career paths

 

2. Domain One: Business Problem Framing

• Business problems
• Stakeholder identification and analysis
• Collecting requirements
• Determining the feasibility
• Problem refinement

 

3. Domain Two: Analytics Problem Framing

• Business problems to analytics problems
• Reformulating problem statements
• Drivers and relationships to outputs
• Assumptions
• Metrics of success
• Stakeholder agreement

 

4. Domain Three: Data

• Working effectively with data
• Identifying and prioritizing data needs
• Acquiring data
• Cleaning and sharing data
• Identifying relationships
• Documenting and reporting findings
• Redefining the problem statements

 

5. Domain Four: Methodology

• Selecting approaches
• Descriptive analysis
• Predictive analysis
• Prescriptive analysis
• Selecting software tools
• R
• Tableau
• Select model testing approaches

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