CompTIA Data Plus Certification Preparation Crash Course

سرفصل های دوره

Prepare yourself to pass the rewarding CompTIA Data+ (DA0-001) exam on the first try with this course/practice exam!

1. Introduction

1. Introduction

2. Course Welcome

3. Instructor Introduction

4. What is the CompTIA Data Plus Exam

5. Roles that should consider the exam

6. Exam Objectives

7. Discussion - The Importance of Data

8. DoD Data Decrees

2. Module Data Concepts and Environments

1. Module Overview

2. Understanding Data Schemes

3. What is a Database

4. Demonstration - Google Cloud SQL

5. What is a Data Lake and Data Warehouse

6. Comparing OLTP and OLAP Processing

7. Demonstration - AWS Redshift

8. Demonstration - Deploy SQL DemoBench

9. What is Column Database

10. Data Structures, Files and Types

11. Module Summary Review

12. Module Review Questions

3. Module Data Mining

1. Module Overiew

2. Data Acquisition and Integration

3. Demonstration - Data Integration Techniques

4. API Fundamentals

5. Demo - Vision API

6. Data Profiling and Cleansing

7. Data Collection Method Options

8. What is a Data Outlier

9. Understanding ETL and ELT

10. Query Optimization

11. Understanding Data Manipulation Techniques

12. Module Summary Review

13. Module Review Questions

4. Data Analysis

1. Module Overview

2. Descriptive Statistical Methods

3. Measures of Tendency and Dispersion

4. Understanding Percentages

5. Inferential Statistical Methods

6. Hypothesis Testing with Excel

7. Whiteboard - Linear Regression and Correlation

8. Whiteboard - Analysis Testing

9. Module Summary Review

10. Module Review Questions

5. Module Data Visualization

1. Module Overview

2. Translate Business Requirements to Reports

3. Whiteboard - Translate Business Requirements

4. Dashboard Fundamentals

5. Demonstration - Dashboard Components

6. Data Sources and Attributes

7. Understanding Chart and Graphs

8. Reports Type and Elements

9. Module Summary Review

10. Module Review Questions

6. Module Data Governance, Quality and Controls

1. Module Overview

2. Introduction to Data Governance

3. Methods to Validate Quality

4. Setting Data Quality Control

5. Data Transformation Tools

6. Data Security Fundamentals

7. Master Data Management (MDM)

8. Course Summary Review

9. Data Plus Exam Experience

10. Certification CPE Requirements

11. Consider CYSA Exam

12. Data Plus Quiz.html

13. Additional Resources

14. Course Closeout

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تولید کننده: Udemy