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Curriculum for DA0-001 Certification Video Course
Name of Video | Time |
---|---|
1. Welcome |
8:40 |
2. Exam Tips |
5:53 |
Name of Video | Time |
---|---|
1. Data Schemas (OBJ 1.1) |
2:37 |
2. Relational Databases (OBJ 1.1) |
4:29 |
3. Non-Relational Databases (OBJ 1.1) |
5:01 |
4. Comparing Database Types (OBJ 1.1) |
4:38 |
5. Data Normalization (OBJ 1.1) |
5:28 |
6. Database Relationships (OBJ 1.1) |
5:37 |
7. Referential Integrity (OBJ 1.1) |
3:52 |
8. Data Denormalization (OBJ 1.1) |
2:14 |
9. Hands-on with Data Schemas (OBJ 1.1) |
15:21 |
Name of Video | Time |
---|---|
1. Data Systems (OBJ 1.1) |
1:00 |
2. Data Processing Types (OBJ 1.1) |
3:36 |
3. Data Warehouse (OBJ 1.1) |
7:38 |
4. Data Warehouse Schemas (OBJ 1.1) |
5:40 |
5. Data Lakes (OBJ 1.1) |
4:55 |
6. Changing Dimensional Data (OBJ 1.1) |
5:09 |
7. Hands-on with Data Systems (OBJ 1.1) |
15:06 |
Name of Video | Time |
---|---|
1. Data Types (OBJ 1.2 and1.3) |
1:12 |
2. Quantitative & Qualitative (OBJ 1.2) |
5:29 |
3. Data Field Types (OBJ 1.2) |
7:18 |
4. Converting Data (OBJ 1.2) |
3:20 |
5. Data Structures (OBJ 1.3) |
5:51 |
6. Data File Formats (OBJ 1.3) |
4:06 |
7. Data Languages (OBJ 1.3) |
12:02 |
8. Hands-on with Data Types (OBJ 1.3) |
25:03 |
Name of Video | Time |
---|---|
1. Data Acquisition (OBJ 2.1) |
1:51 |
2. Extracting Data (OBJ 2.1) |
4:31 |
3. Transforming Data (OBJ 2.1) |
3:56 |
4. Loading Data (OBJ 2.1) |
6:28 |
5. Application Programming Interface (API) (OBJ 2.1) |
7:44 |
6. Web Scraping (OBJ 2.1) |
2:51 |
7. Machine Data (OBJ 2.1) |
2:24 |
8. Public Databases (OBJ 2.1) |
6:23 |
9. Survey Data (OBJ 2.1) |
4:24 |
10. Sampling and Observation (OBJ 2.1) |
5:36 |
11. Hands-on with Data Acquisition (OBJ 2.1) |
10:03 |
Name of Video | Time |
---|---|
1. Cleansing and Profiling Data (OBJ 2.2) |
1:30 |
2. Data Profiling Steps (OBJ 2.2) |
4:30 |
3. Data Profiling Tools (OBJ 2.2) |
2:23 |
4. Redundant and Duplicated Data (OBJ 2.2) |
5:16 |
5. Unnecessary Data (OBJ 2.2) |
3:16 |
6. Missing Values (OBJ 2.2) |
5:11 |
7. Invalid Data (OBJ 2.2) |
6:17 |
8. Meeting Specifications (OBJ 2.2) |
2:55 |
9. Data Outliers (OBJ 2.2) |
5:00 |
10. Hands-on with Cleaning and Profiling Data (OBJ 2.2) |
13:49 |
Name of Video | Time |
---|---|
1. Data Manipulation (OBJ 2.3) |
1:11 |
2. Recoding Data (OBJ 2.3) |
8:06 |
3. Derived Variables (OBJ 2.3) |
3:39 |
4. Value Imputation (OBJ 2.3) |
4:23 |
5. Aggregation and Reduction (OBJ 2.3) |
3:32 |
6. Data Masking (OBJ 2.3) |
4:25 |
7. Transposing Data (OBJ 2.3) |
3:15 |
8. Appending Data (OBJ 2.3) |
2:11 |
9. Hands-on with Data Manipulation (OBJ 2.3) |
14:08 |
Name of Video | Time |
---|---|
1. Performing Data Manipulation (OBJ 2.3 and 2.4) |
1:54 |
2. Data Blending (OBJ 2.3 and 2.4) |
7:21 |
3. Parsing Strings (OBJ 2.3 and 2.4) |
3:20 |
4. Date Manipulation (OBJ 2.3 and 2.4) |
5:30 |
5. Conditional Logic (OBJ 2.3 and 2.4) |
4:29 |
6. Aggregation Functions (OBJ 2.3 and 2.4) |
4:02 |
7. System Functions (OBJ 2.3 and 2.4) |
2:38 |
8. Hands-on with Performing Data Manipulation (OBJ 2.3 and 2.4) |
12:36 |
Name of Video | Time |
---|---|
1. Querying & Filtering Data (OBJ 2.4) |
1:48 |
2. Querying Data (OBJ 2.4) |
2:04 |
3. Join Types (OBJ 2.4) |
5:48 |
4. Filtering Data (OBJ 2.4) |
2:25 |
5. Parameterization (OBJ 2.4) |
2:48 |
6. Indexing Data (OBJ 2.4) |
2:07 |
7. Temporary Tables (OBJ 2.4) |
2:51 |
8. Subsets of Records (OBJ 2.4) |
2:26 |
9. Query Execution Plan (OBJ 2.4) |
2:12 |
10. Hands-on with Querying & Filtering Data (OBJ 2.4) |
14:13 |
Name of Video | Time |
---|---|
1. Types of Analysis (OBJ 3.3) |
1:48 |
2. Determining the Analysis Type (OBJ 3.3) |
5:09 |
3. Exploratory Analysis (OBJ 3.3) |
2:01 |
4. Performance Analysis (OBJ 3.3) |
4:30 |
5. Gap Analysis (OBJ 3.3) |
4:30 |
6. Trend Analysis (OBJ 3.3) |
4:17 |
7. Link Analysis (OBJ 3.3) |
4:02 |
8. Hands-on with Analysis (OBJ 3.3) |
11:32 |
Name of Video | Time |
---|---|
1. Descriptive Statistical Methods (OBJ 3.1 and 2) |
1:47 |
2. Central Tendency (OBJ 3.1) |
4:26 |
3. Dispersion (OBJ 3.1) |
2:07 |
4. Standard Deviation (OBJ 3.1) |
7:25 |
5. Z-score (OBJ 3.2) |
2:19 |
6. Distribution (OBJ 3.1) |
3:36 |
7. Frequency (OBJ 3.1) |
2:51 |
8. Percentages (OBJ 3.1) |
3:13 |
9. Confidence Interval (OBJ 3.1) |
2:57 |
10. Hands-on with Descriptive Statistical Methods (OBJ 3.1) |
18:40 |
Name of Video | Time |
---|---|
1. Inferential Statistical Methods (OBJ 3.2) |
2:47 |
2. T-Tests and P-Values (OBJ 3.2) |
5:44 |
3. Hypothesis Testing (OBJ 3.2) |
5:16 |
4. Chi-Square (OBJ 3.2) |
6:06 |
5. Regression Analysis (OBJ 3.2) |
2:11 |
6. Correlation (OBJ 3.2) |
5:21 |
7. Hands-on with Inferential Statistical Methods (OBJ 3.2) |
8:41 |
Name of Video | Time |
---|---|
1. Visualization Types (OBJ 4.4) |
1:24 |
2. Pie Chart (OBJ 4.4) |
2:00 |
3. Tree Map (OBJ 4.4) |
2:22 |
4. Column and Bar Charts (OBJ 4.4) |
3:40 |
5. Line Chart (OBJ 4.4) |
2:30 |
6. Combining Charts (OBJ 4.4) |
5:18 |
7. Scatter Plot and Bubble Chart (OBJ 4.4) |
3:57 |
8. Histogram (OBJ 4.4) |
3:06 |
9. Waterfall (OBJ 4.4) |
0:44 |
10. Geographic Maps (OBJ 4.4) |
4:08 |
11. Heat Maps (OBJ 4.4) |
2:41 |
12. Word Clouds and Infographics (OBJ 4.4) |
3:19 |
13. Hands-on with Visualization (OBJ 4.4) |
14:59 |
Name of Video | Time |
---|---|
1. Creating Reports (OBJ 4.1, 4.3, and 4.5) |
1:51 |
2. The Audience (OBJ 4.1 and 4.3) |
4:52 |
3. Data Sources (OBJ 4.3) |
4:44 |
4. Data Models (OBJ 4.3) |
2:12 |
5. Data Fields (OBJ 4.3) |
3:19 |
6. Data Delivery (OBJ 4.3) |
3:30 |
7. Reporting Frequency (OBJ 4.1) |
2:32 |
8. Report Types (OBJ 4.5) |
7:59 |
Name of Video | Time |
---|---|
1. Dashboard Development (OBJ 4.1, 4.2, and 4.3) |
2:07 |
2. Data Filtering (OBJ 4.1 and 4.3) |
6:43 |
3. Data Tables (OBJ 4.3) |
2:16 |
4. Dashboard Design (OBJ 4.2) |
6:36 |
5. Documenting Dashboards (OBJ 4.2) |
3:49 |
6. Documentation Elements (OBJ 4.2) |
5:27 |
7. Report Elements (OBJ 4.2) |
5:09 |
8. Dashboard Optimization (OBJ 4.3) |
3:38 |
9. Deploying Dashboards (OBJ 4.3) |
2:11 |
10. Hands-on with Creating Dashboards (OBJ 4.1, 4.2, and 4.3) |
15:07 |
Name of Video | Time |
---|---|
1. Data Governance (OBJ 5.1) |
1:31 |
2. Data Lifecycle (OBJ 5.1) |
5:05 |
3. Data Roles (OBJ 5.1) |
4:49 |
4. Regulations and Compliance (OBJ 5.1) |
5:07 |
5. Data Classification (OBJ 5.1) |
5:27 |
6. Access Requirements (OBJ 5.1) |
4:01 |
7. Data Retention and Destruction (OBJ 5.1) |
6:05 |
8. Data Processing (OBJ 5.1) |
5:15 |
9. Data Security (OBJ 5.1) |
5:34 |
10. Data Access (OBJ 5.1) |
3:28 |
11. Data Storage (OBJ 5.1) |
2:46 |
12. Entity Relationships (OBJ 5.1) |
6:29 |
13. Hands-on with Data Governance (OBJ 5.1) |
10:45 |
Name of Video | Time |
---|---|
1. Data Quality (OBJ 5.2 and 5.3) |
1:34 |
2. Quality Checks (OBJ 5.2) |
4:56 |
3. Quality Dimensions (OBJ 5.2) |
3:41 |
4. Quality Rules and Metrics (OBJ 5.2) |
2:12 |
5. Data Validation (OBJ 5.2) |
3:06 |
6. Automated Validation (OBJ 5.2) |
2:29 |
7. Data Verification (OBJ 5.2) |
3:39 |
8. Master Data Management (MDM) (OBJ 5.3) |
5:03 |
9. Streamlining Data Access (OBJ 5.3) |
3:54 |
10. Data Languages (OBJ 3.4) |
1:15 |
11. Hands-on with Data Quality (OBJ 5.3) |
8:08 |
Name of Video | Time |
---|---|
1. Data Analytics Tools (OBJ 3.4) |
2:20 |
2. Data Transformation Tools (OBJ 3.4) |
2:36 |
3. Data Visualization Tools (OBJ 3.4) |
3:10 |
4. Statistical Tools (OBJ 3.4) |
2:37 |
5. Reporting Tools (OBJ 3.4) |
2:33 |
6. Platform Tools (OBJ 3.4) |
3:42 |
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File Name | Size | Votes |
---|---|---|
File Name comptia.testking.da0-001.v2024-11-18.by.orla.7q.vce |
Size 11.5 KB |
Votes 1 |
CompTIA DA0-001 Training Course
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