CompTIA Data+ (DA0-001) Online Training

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Jonathan Barrios

17:26:27

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1. Understanding Data and Information

1. Understanding Data and Information .mp4

01:49

2. Data and Information .mp4

09:44

3. Structured and Unstructured Data .mp4

07:03

4. Tabular Data .mp4

05:55

5. KeyValue Pairs .mp4

07:55

6. Bonus Materials .mp4

18:11

2. Explain Data Types

1. Data Concepts and Environments .mp4

01:27

2. Numeric Data .mp4

12:50

3. Text Data .mp4

08:12

4. Discrete and Continuous Data .mp4

07:30

5. Dates and Times .mp4

06:28

6. Multimedia .mp4

05:16

3. Identify File Formats

1. Introduction .mp4

03:03

2. Text Data .mp4

09:40

3. JSON Files .mp4

08:14

4. HTML .mp4

08:20

5. XML .mp4

06:28

6. Challenge .mp4

05:49

4. Explain Data Storage

1. Introduction .mp4

01:22

2. Relational Databases .mp4

10:04

3. OLTP and OLAP .mp4

12:14

4. Non-Relational Databases .mp4

07:09

5. Schemas and Dimensions .mp4

08:53

6. Extra Resources .mp4

01:44

5. Collect and Integrate Data

1. Introduction .mp4

01:59

2. ETL and ELT .mp4

09:18

3. Public Datasets .mp4

09:41

4. APIs .mp4

08:44

5. Web Scraping .mp4

09:12

6. Surveys and Observations .mp4

05:55

7. Sampling .mp4

06:14

6. Clean and Profile Datasets

1. Introduction .mp4

03:39

2. Handling Duplicate Data .mp4

12:48

3. Null or Missing Values .mp4

11:45

4. Errors and Outliers .mp4

14:12

5. Working with Outliers .mp4

05:57

7. Manipulate Data

1. Introduction .mp4

02:23

2. Working with Strings .mp4

11:48

3. Working with Dates .mp4

14:18

4. Base and Derived Data .mp4

05:55

5. Joining Datasets .mp4

06:42

6. Bonus Resources .mp4

03:18

8. Recode, Sort, Filter, and Aggregate Data

1. Introduction .mp4

02:07

2. Recoding Data .mp4

07:11

3. Sorting Data .mp4

14:47

4. Filtering Data .mp4

07:02

5. Aggregating Data .mp4

07:00

6. Challenge .mp4

09:43

9. Optimize Data

1. Introduction .mp4

01:32

2. Indexing .mp4

13:06

3. Subsets .mp4

10:39

4. Query Execution Plans .mp4

13:18

5. Parameterization .mp4

09:01

10. Describe Measures of Central Tendencies

1. Introduction .mp4

01:17

2. Measures of Central Tendency .mp4

05:44

3. Mode .mp4

05:01

4. Median .mp4

07:27

5. Mean .mp4

06:03

6. Centrality and Distributions .mp4

05:34

7. Centrality and Outliers .mp4

05:35

8. Challenge .mp4

08:21

11. Describe Measures of Dispersion

1. Introduction .mp4

02:26

2. Range .mp4

09:08

3. Variance Part 1 .mp4

06:26

4. Variance Part 2 .mp4

07:28

5. Standard Deviation .mp4

09:58

6. Z-score .mp4

07:22

7. Percentages .mp4

06:35

12. Explain Inferential Statistics

1. Introduction .mp4

02:46

2. Confidence Intervals Part 1 .mp4

02:18

3. Confidence Intervals Part 2 .mp4

07:41

4. Hypothesis Testing Part 1 .mp4

08:56

5. Hypothesis Testing Part 2 .mp4

08:09

6. T-test Part 1 .mp4

06:18

7. T-test Part 2 .mp4

05:08

13. Apply Inferential Statistics

1. Introduction -3.mp4

03:28

2. AA Testing .mp4

09:18

3. AB Testing Part 1 .mp4

09:31

4. AB Testing Part 2 .mp4

06:07

5. Correlation Testing .mp4

09:29

6. Simple Linear Regression .mp4

05:22

14. Explore Analysis Techniques

1. Introduction -5.mp4

02:29

2. Business Questions .mp4

07:28

3. EDA (Exploratory Data Analysis) .mp4

13:22

4. Excel EDA .mp4

08:24

5. Python EDA .mp4

06:52

6.Analysis Types .mp4

06:46

15. Identify Data Analytics Tools

1. Introduction .mp4

02:26

2. Spreadsheets .mp4

05:08

3. Programming Languages Part 1 .mp4

06:36

4. Programming Languages Part 2 .mp4

02:00

5. SQL (Structures Query Language) .mp4

06:00

6. Machine Learning .mp4

09:09

7. Other Analytics Tools .mp4

06:26

8. Bonus Resources .mp4

04:58

16. Explain Business Requirements and Reports

1. Introduction .mp4

02:21

2. Meeting Requirements Part 1 .mp4

07:41

3. Meeting Requirements Part 2 .mp4

06:00

4. Building Cover Pages .mp4

10:05

5. Applying Design Basics .mp4

13:16

6. Including Documentation .mp4

07:38

17. Explain Dashboarding

1. Introduction .mp4

01:43

2. Dashboard Basics .mp4

09:42

3. Dashboard Design .mp4

05:34

4. Building Dashboards .mp4

09:58

5. Presenting Dashboards .mp4

04:29

6. Bonus Resource .mp4

11:27

18. Compare Visualizations

1. Introduction .mp4

02:36

2. Line Charts .mp4

08:04

3. Scatterplots and Bubble Charts .mp4

07:49

4. Pie Charts and Heat Maps .mp4

10:14

5. Bar Charts and Histograms .mp4

07:15

6. Tree Maps, Word Clouds, and Infographics .mp4

07:03

19. Describe Data Governance Concepts

1. Introduction .mp4

03:18

2. Data Governance .mp4

09:16

3. Data Governance Roles .mp4

06:35

4. Data Owner .mp4

11:08

5. Data Steward .mp4

05:31

6. Data Custodian .mp4

05:37

7. Challenge .mp4

03:46

20. Describe Data Quality Control Concepts

1. Introduction .mp4

02:45

2. Master Data Management .mp4

15:35

3. Data Dictionary .mp4

08:18

4. Maintaining Data Quality .mp4

11:47

5. Data Quality Validation .mp4

10:15

21. Identify Data Security Concepts

1. Introduction .mp4

01:28

2. What is Data Security .mp4

09:19

3. Data Confidentiality .mp4

10:15

4. Access Management .mp4

13:10

5. Access Control Models .mp4

14:48

22. Identify Data Privacy Concepts

1. Introduction -3.mp4

02:23

2. What is Data Privacy .mp4

05:16

3. Data Privacy Principles .mp4

13:31

4. Anonymized Data .mp4

08:37

5. Data Obfuscation .mp4

07:16

23. Explain Regulations and Compliance

1. Introduction -5.mp4

03:00

2. Regulatory Compliance Concepts .mp4

10:47

3. Data Breaches .mp4

10:56

4. The Gramm-Leach-Biley Act (GLBA) .mp4

06:28

5. Health Insurance Portability and Accountability Act (HIPAA) .mp4

07:45

6. Family Educational Rights and Privacy Act (FERPA) .mp4

06:55

7. International Data Transfers .mp4

06:13

Description

This entry-level CompTIA Data+ (DA0-001) training prepares learners to collect, analyze, and visualize data that helps their company achieve goals and clarify complex business decisions.

Companies turn to data analysts to help clarify complex situations or muddy circumstances. That's a big responsibility for someone to carry, and if you're not well trained, you could be the reason your organization makes a poor decision.

More details

And while the world of data analytics is vast and convoluted when it comes to training resources, you can take the guesswork out of the equation by following a structured path laid out by one of the most well-known training companies in the world. The Data+ certification from CompTIA will validate your ability to implement and facilitate data-driven decision making.

By using CBT Nuggets training, you can prepare for the CompTIA Data+ certification exam.

After completing this CompTIA training, you'll know how to collect, analyze, and visualize data that helps your company achieve goals and clarify complex business decisions.

For data analytics managers, this CompTIA Data+ training can be used to onboard new data analysts, curated into individual or team training plans, or as a data analysis reference resource.

CompTIA Data+ (DA0-001): What You Need to Know

This CompTIA Data+ (DA0-001) training has videos that cover topics including:

Mining data from multiple sources
Manipulating data from its storage to your processing environment
Presenting the data you've processed in clear ways
Analyzing and processing information with basic statistical models

Who Should Take CompTIA Data+ (DA0-001) Training?

This CompTIA Data+ (DA0-001) training is considered foundational-level data analysis training, which means it was designed for data analysts. This data analysis skills course is valuable for new IT professionals with at least a year of experience with data analysis and experienced data analysts looking to validate their data analysis skills.

New or aspiring data analysts. If youâ€™re a new or aspiring data analyst, the Data+ certification can teach you the concepts and processes data analysts should be aware of in order to succeed. Taking Data+ training and earning CompTIA's data analysis certification will help you become familiar and comfortable with data mining, data analysis, and data visualization.

Experienced data analysts. If you've been working in data analysis for several years, you may already have the knowledge and experience needed to pass the Data+ certification. If thatâ€™s the boat youâ€™re in, this Data+ certification training can be used to not only reinforce the knowledge you have, but also to look at the concepts you already know through the lens of a well-structured process built around data-driven decision making.

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Data Analysis

Data Visualization

Jonathan Barrios

Instructor's Courses

"Helping aspiring data professionals learn about data and seeing them succeed is one of my greatest passions as a trainer. I love to learn, share my knowledge, and help others succeed—this is why I am passionate about being a trainer at CBT Nuggets."

Jonathan started his career as a full-stack developer and quickly became interested in combining his online education experience with his data science and machine learning knowledge. Jonathan has been a programmer, data analytics instructor, and curriculum writer for several leading online education platforms is excited to share his skills and education experience with aspiring data practitioners at CBT Nuggets.

Certifications: None

Areas of expertise: Full-stack software development, data analytics, data science, machine learning, and cloud technologies such as AWS and Google Cloud. HTML, CSS, JavaScript, PHP, Python, SQL, NoSQL, and frameworks/libraries such as Laravel, Vue, Tailwind, React, Gatsby, Django, NumPy, pandas, Matplotlilb, Scrappy, BeautifulSoup, SciPy, Seaborn, Plotly, Scikit-learn, Tensorflow, and PySpark.

CBT Nuggets

View courses CBT Nuggets

CBT Nuggets is renowned for providing innovative training that's informative, meaningful, and engaging. We provide a variety of training, primarily in IT, project management, and office productivity topics. Our comprehensive library contains thousands of training videos ranging from Cisco networking to Microsoft Word. Whether you want to pass a certification exam, increase your skills, or simply learn new things, we've got you covered! All of our training is delivered through high-quality online streaming video. Subscribers can train 24 hours a day, seven days a week, from the convenience of a computer or mobile device. CBT Nuggets trainers are the rock stars of training, renowned for their expertise, industry-wide credibility, and engaging personalities. They enable CBT Nuggets to deliver accurate, up-to-date training, using a laid-back whiteboard presentation style. There are no scripts, EVER. Our trainers love to teach, and it shows! CEO and founder Dan Charbonneau was a Microsoft trainer when he began recording CBT Nuggets' very first training videos back in the 1990s. He wanted to help provide large organizations, small teams and individuals with comprehensive and budget-conscious training, and he realized it couldn't be done in a classroom. From the CBT Nuggets World Headquarters in Eugene, Oregon, Dan and his team promise each video will be informative, comprehensive, accurate, and fun to watch.