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DA0-001: Data+ Certification Video Training Course

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  • 111 Students Enrolled
  • 160 Lectures
  • 13 Hours
  • 5.0 Rating
$38.49
$34.99

Curriculum For This Course

  • Intorduction to CompTIA Data+ (DA0-001)

    Video Name Time
    1. Welcome 8:40
    2. Exam Tips 5:53

  • Data Schemas

    Video Name 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

  • Data Systems

    Video Name 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

  • Data Types

    Video Name 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

  • Data Acquisition

    Video Name 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

  • Cleansing and Profiling Data

    Video Name 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

  • Data Manipulation

    Video Name 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

  • Performing Data Manipulation

    Video Name 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

  • Querying & Filtering Data

    Video Name 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

  • Types of Analysis

    Video Name 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

  • Descriptive Statistical Methods

    Video Name 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

  • Inferential Statistical Methods

    Video Name 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

  • Visualization Types

    Video Name 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

  • Creating Reports

    Video Name 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

  • Creating DashBoards

    Video Name 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

  • Data Governance

    Video Name 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

  • Data Quality

    Video Name 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

  • Data Analytics Tools

    Video Name 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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