
Modules
1 -
Introduction to CompTIA Data+ (DA0-001)
#
Lesson
Duration
Type
1.
Welcome
FREE
11m:38s
FREE
2.
Download your free study guide
PDF
3.
Exam Tips
FREE
5m:56s
FREE
4.
How to Use the Lab Environment
Video
5A.
Lab: Exploring the Lab Environment
Lab
6.
Checkpoint: Introduction
Quiz
2 -
Data Schemas
#
Lesson
Duration
Type
1.
Data Schemas
FREE
2m:39s
FREE
2.
Relational Databases
FREE
4m:31s
FREE
3.
Non-relational Databases
FREE
5m:3s
FREE
4.
Comparing Database Types
4m:40s
Video
5.
Data Normalization
5m:34s
Video
6.
Database Relationships
5m:41s
Video
7.
Referential Integrity
3m:5s
Video
8.
Data Denormalization
2m:19s
Video
9.
Hands-on with Data Schemas
15m:23s
Video
10A.
Lab: Navigating and Understanding Database Design
Lab
11.
Checkpoint: Data Schemas
Quiz
3 -
Data Systems
#
Lesson
Duration
Type
1.
Data Systems
1m:3s
Video
2.
Data Processing Types
4m:11s
Video
3.
Data Warehouse
7m:38s
Video
4.
Data Warehouse Schemas
5m:45s
Video
5.
Data Lakes
4m:53s
Video
6.
Changing Dimensional Data
5m:10s
Video
7.
Hands-on with Data Systems
15m:7s
Video
8.
Checkpoint: Data Systems
Quiz
4 -
Data Types
#
Lesson
Duration
Type
1.
Data Types
1m:14s
Video
2.
Quantitative & Qualitative
6m:6s
Video
3.
Data Field Types
7m:25s
Video
4.
Converting Data
3m:16s
Video
5A.
Lab: Understanding Data Types and Conversion
Lab
6.
Data Structures
6m:47s
Video
7.
Data File Formats
4m:8s
Video
8A.
Lab: Working with Different File Formats
Lab
9.
Data Languages
12m:3s
Video
10.
Hands-on with Data Types
25m:5s
Video
11A.
Lab: Understanding Data Structure and Types and Using Basic Statements
Lab
12.
Checkpoint: Data Types
Quiz
5 -
Data Acquisition
#
Lesson
Duration
Type
1.
Data Acquisition
1m:50s
Video
2.
Extracting Data
4m:31s
Video
3.
Transforming Data
3m:57s
Video
4.
Loading Data
6m:27s
Video
5.
Application Programming Interface (API)
7m:42s
Video
6.
Web Scraping
2m:51s
Video
7.
Machine Data
2m:23s
Video
8.
Public Databases
6m:25s
Video
9.
Survey Data
4m:24s
Video
10.
Sampling and Observation
5m:36s
Video
11.
Hands-on with Data Acquisition
10m:5s
Video
12A.
Lab: Using Public Data
Lab
13.
Checkpoint: Data Acquisition
Quiz
6 -
Cleansing and Profiling Data
#
Lesson
Duration
Type
1.
Cleansing and Profiling Data
1m:35s
Video
2.
Data Profiling Steps
4m:31s
Video
3.
Data Profiling Tools
2m:24s
Video
4A.
Lab: Profiling Data Sets
Lab
5.
Redundant and Duplicated Data
5m:16s
Video
6A.
Lab: Addressing Redundant and Duplicated Data
Lab
7.
Unnecessary Data
3m:17s
Video
8.
Missing Values
5m:18s
Video
9A.
Lab: Addressing Missing Values
Lab
10.
Invalid Data
6m:19s
Video
11.
Meeting Specifications
2m:56s
Video
12.
Data Outliers
5m:2s
Video
13.
Hands-on with Cleaning and Profiling Data
13m:50s
Video
14A.
Lab: Preparing Data for Use
Lab
15.
Checkpoint: Cleansing and Profiling Data
Quiz
7 -
Data Manipulation
#
Lesson
Duration
Type
1.
Data Manipulation
1m:12s
Video
2.
Recording Data
8m:6s
Video
3.
Derived Variables
3m:37s
Video
4.
Value Imputation
4m:21s
Video
5.
Aggregation and Reduction
3m:31s
Video
6.
Data Masking
4m:24s
Video
7.
Transposing Data
3m:15s
Video
8.
Appending Data
2m:10s
Video
9.
Hands-on with Data Manipulation
14m:10s
Video
10A.
Lab: Recoding Data
Lab
11.
Checkpoint: Data Manipulation
Quiz
8 -
Performing Data Manipulation
#
Lesson
Duration
Type
1.
Performing Data Manipulation
1m:58s
Video
2.
Data Blending
7m:23s
Video
3.
Parsing Strings
3m:23s
Video
4.
Date Manipulation
5m:31s
Video
5.
Conditional Logic
4m:30s
Video
6.
Aggregation Functions
4m:2s
Video
7.
System Functions
2m:4s
Video
8.
Hands-on with Performing Data Manipulation
12m:38s
Video
9.
Checkpoint: Performing Data Manipulation
Quiz
9 -
Querying & Filtering Data
#
Lesson
Duration
Type
1.
Querying & Filtering Data
1m:51s
Video
2.
Querying Data
2m:2s
Video
3.
Join Types
5m:46s
Video
4A.
Lab: Working with Queries and Join Types
Lab
5.
Filtering Data
2m:23s
Video
6.
Parameterization
2m:46s
Video
7.
Indexing Data
2m:6s
Video
8.
Temporary Tables
2m:52s
Video
9.
Subsets of Records
2m:26s
Video
10.
Query Execution Plan
2m:11s
Video
11.
Hands-on with Querying & Filtering Data
14m:14s
Video
12A.
Lab: Building Queries and Transforming Data
Lab
13.
Checkpoint: Querying & Filtering Data
Quiz
10 -
Types of Analysis
#
Lesson
Duration
Type
1.
Types of Analysis
1m:33s
Video
2.
Determining the Analysis Type
5m:10s
Video
3.
Exploratory Analysis
2m:2s
Video
4.
Performance Analysis
4m:31s
Video
5.
Gap Analysis
4m:35s
Video
6.
Trend Analysis
4m:18s
Video
7.
Link Analysis
4m:6s
Video
8.
Hands-on with Analysis
11m:52s
Video
9.
Checkpoint: Types of Analysis
Quiz
11 -
Descriptive Statistical Methods
#
Lesson
Duration
Type
1.
Descriptive Statistical Methods
1m:49s
Video
2.
Central Tendency
4m:25s
Video
3A.
Lab: Using the Measures of Central Tendency
Lab
4.
Dispersion
2m:6s
Video
5.
Standard Deviation
7m:24s
Video
6.
Z-score
2m:19s
Video
7.
Distribution
3m:35s
Video
8.
Frequency
2m:50s
Video
9.
Percentages
3m:13s
Video
10.
Confidence Interval
2m:55s
Video
11.
Hands-on with Descriptive Statistical Methods
18m:57s
Video
12A.
Lab: Use Measures of Variability
Lab
13.
Checkpoint: Descriptive Statistical Methods
Quiz
12 -
Inferential Statistical Methods
#
Lesson
Duration
Type
1.
Inferential Statistical Methods
2m:49s
Video
2.
T-Tests and P-Values
5m:46s
Video
3.
Hypothesis Testing
5m:16s
Video
4.
Chi-Square
6m:11s
Video
5.
Regression Analysis
2m:14s
Video
6.
Correlation
5m:30s
Video
7.
Hands-on with Inferential Statistical Methods
8m:53s
Video
8A.
Lab: Analyzing Data
Lab
9.
Checkpoint: Inferential Statistical Methods
Quiz
13 -
Visualization Types
#
Lesson
Duration
Type
1.
Visualization Types
1m:27s
Video
2.
Pie Chart
2m:0s
Video
3.
Tree Map
2m:22s
Video
4.
Column and Bar Charts
3m:39s
Video
5.
Line Chart
2m:29s
Video
6.
Combining Charts
5m:16s
Video
7.
Scatter Plot and Bubble Chart
3m:56s
Video
8A.
Lab: Building Basic Visuals to Make Visual Impact
Lab
9.
Histogram
3m:5s
Video
10.
Waterfall
2m:59s
Video
11.
Geographic Maps
4m:12s
Video
12A.
Lab: Building Maps with Geographical Data
Lab
13.
Heat Maps
2m:40s
Video
14.
Word Clouds and Infographics
3m:17s
Video
15.
Hands-on with Visualization
15m:10s
Video
16.
Checkpoint: Visualization Types
Quiz
14 -
Creating Reports
#
Lesson
Duration
Type
1.
Creating Reports
2m:1s
Video
2.
The Audience
4m:52s
Video
3.
Data Sources
4m:46s
Video
4.
Data Models
2m:13s
Video
5.
Data Fields
3m:24s
Video
6.
Data Delivery
3m:31s
Video
7.
Reporting Frequency
2m:33s
Video
8.
Report Types
7m:59s
Video
9A.
Lab: Using Visuals to Tell a Story
Lab
10.
Hands-on with Creating Reports
14m:48s
Video
11A.
Lab: Building an Ad Hod Report
Lab
12.
Checkpoint: Creating Dashboards
Quiz
15 -
Creating Dashboards
#
Lesson
Duration
Type
1.
Dashboard Development
2m:9s
Video
2.
Data Filtering
6m:42s
Video
3A.
Lab: Filtering Data
Lab
4.
Data Tables
2m:15s
Video
5.
Dashboard Design
6m:35s
Video
6.
Documenting Dashboards
3m:48s
Video
7.
Documentation Elements
5m:26s
Video
8.
Report Elements
5m:8s
Video
9.
Dashboard Optimization
3m:38s
Video
10.
Deploying Dashboards
2m:10s
Video
11.
Hands-on with Creating Dashboards
15m:9s
Video
12A.
Labs: Designing Elements for Dashboards
Lab
12B.
Labs: Visualizing Data
Lab
13.
Checkpoint: Creating Dashboards
Quiz
16 -
Data Governance
#
Lesson
Duration
Type
1.
Data Governance
1m:33s
Video
2.
Data Lifecycle
5m:7s
Video
3.
Data Roles
4m:50s
Video
4.
Regulations and Compliance
5m:7s
Video
5.
Data Classification
5m:29s
Video
6.
Access Requirements
4m:3s
Video
7.
Data Retention and Destruction
6m:25s
Video
8.
Data Processing
5m:17s
Video
9.
Data Security
6m:3s
Video
10.
Data Access
3m:31s
Video
11.
Data Storage
2m:47s
Video
12.
Entity Relationships
7m:16s
Video
13.
Hands-on with Data Governance
10m:47s
Video
14A.
Lab: Understanding Security Requirements for Protecting Information
Lab
15.
Checkpoint: Data Governance
Quiz
17 -
Data Quality
#
Lesson
Duration
Type
1.
Data Quality
1m:35s
Video
2.
Quality Checks
4m:53s
Video
3.
Quality Dimensions
3m:39s
Video
4.
Quality Rules and Metrics
2m:11s
Video
5.
Data Validation
3m:4s
Video
6.
Automated Validation
2m:27s
Video
7.
Data Verification
3m:36s
Video
8.
Master Data Management (MDM)
5m:1s
Video
9.
Streamlining Data Access
3m:52s
Video
10.
Hands-on with Data Quality
8m:9s
Video
11.
Checkpoint: Data Quality
Quiz
18 -
Data Analytic Tools
#
Lesson
Duration
Type
1.
Data Analytic Tools
2m:22s
Video
2.
Data Languages
1m:40s
Video
3.
Data Transformation Tools
2m:55s
Video
4.
Data Visualization Tools
3m:44s
Video
5.
Statistical Tools
2m:51s
Video
6.
Reporting Tools
2m:53s
Video
7.
Platform Tools
5m:40s
Video
8.
Checkpoint: Data Analytic Tools
Quiz
19 -
Conclusion
#
Lesson
Duration
Type
1.
BONUS: Conclusion
11m:9s
Video
2.
CompTIA Data+ (DA0-001) Practice Exam
Quiz



