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UOP-DSC495.AE1
Data Science Capstone
Beginner Self-paced · 1 year access
25 Hands-On LiveLabs
Practice real IT tasks in guided environments.
- Real environments
- Auto-graded
- No installation
01 / Lessons & labs
See exactly what you will learn and practice
Lessons
5 Interactive Lessons · 32 topics01 Data Concepts and Environments 9 topics · 4 LiveLab +
- Welcome to the World of Analytics
- Careers in Analytics
- The Analytics Process
- Analytics Techniques
- Data Governance
- Analytics Tools
- Exploring Data Types
- Common Data Structures
- Common File Formats
4 LiveLab in this lesson — see the labs panel →
02 Data Mining 4 topics · 8 LiveLab +
- Exploring Databases
- Database Use Cases
- Data Acquisition Concepts
- Working with Data
8 LiveLab in this lesson — see the labs panel →
03 Data Analysis 9 topics · 6 LiveLab +
- Fundamentals of Statistics
- Descriptive Statistics
- Inferential Statistics
- Analysis Techniques
- Spreadsheets
- Programming Languages
- Statistics Packages
- Machine Learning
- Analytics Suites
6 LiveLab in this lesson — see the labs panel →
04 Data Visualization 5 topics · 3 LiveLab +
- Understanding Business Requirements
- Understanding Report Design Elements
- Understanding Dashboard Development Methods
- Exploring Visualization Types
- Comparing Report Types
3 LiveLab in this lesson — see the labs panel →
05 Data Governance, Quality, & Controls 5 topics · 4 LiveLab +
- Data Quality Challenges
- Data Manipulation Techniques
- Managing Data Quality
- Data Governance Concepts
- Understanding Master Data Management
4 LiveLab in this lesson — see the labs panel →
Hands-On Labs Our edge
25 LiveLabs- Understanding Data Analytics Techniques
- Understanding Data Types
- Identifying Categories of Data
- Understanding Common Data Structures
- Creating a Data Model through ERD
- Normalizing Data from 2NF to 3NF
- Normalizing Data from 1NF to 2NF
- Normalizing Unnormalized Data to 1NF
- Sorting Data
- Removing Unnecessary Data
- Updating Existing Data
- Retrieving Specific Data
- Performing Data Analysis
- Understanding Descriptive Statistics
- Saving Data in Excel
- Representing Data
- Analyzing Data Using Python
- Identifying SQL Commands in Data Analytics
- Visualizing Data Using a Line Chart
- Visualizing Data Using a Histogram
- Visualizing Data Using a Bar Chart
- Eliminating Redundant Data
- Concatenating Data
- Understanding Data Quality
- Understanding Laws in Data Governance
Labs run in your browser — nothing to install.
02 / FAQs
Questions before you start
Prepare for Data Science Capstone
One-time payment. Full access for 1 year. Start with a free trial if you want to look around first.
- 1 year of full access
- 25 LiveLab included
- Certificate of completion
No credit card required