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SNHU-DAT375.AE1
DAT375 - Data Analysis Techniques
Beginner Self-paced · 1 year access
18 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
7 Interactive Lessons · 22 topics01 What Can We Do With Data? 7 topics · 1 LiveLab +
- Big Data and Data Science
- Big Data Architectures
- Small Data
- What is Data?
- A Short Taxonomy of Data Analytics
- Examples of Data Use
- A Project on Data Analytics
1 LiveLab in this lesson — see the labs panel →
02 Descriptive Statistics 4 topics · 7 LiveLab +
- Scale Types
- Descriptive Univariate Analysis
- Descriptive Bivariate Analysis
- Final Remarks
7 LiveLab in this lesson — see the labs panel →
03 Descriptive Multivariate Analysis 5 topics · 3 LiveLab +
- Multivariate Frequencies
- Multivariate Data Visualization
- Multivariate Statistics
- Infographics and Word Clouds
- Final Remarks
3 LiveLab in this lesson — see the labs panel →
04 Data Quality and Preprocessing 6 topics · 4 LiveLab +
- Data Quality
- Converting to a Different Scale Type
- Converting to a Different Scale
- Data Transformation
- Dimensionality Reduction
- Final Remarks
4 LiveLab in this lesson — see the labs panel →
05 Module 5 1 LiveLab +
1 LiveLab in this lesson — see the labs panel →
06 Module 6 1 LiveLab +
1 LiveLab in this lesson — see the labs panel →
07 Module 7 1 LiveLab +
1 LiveLab in this lesson — see the labs panel →
Hands-On Labs Our edge
18 LiveLabs- Extracting Knowledge from Data Using the KDD Process
- Module Two Discussion Lab
- Creating a Scatter Plot
- Creating an Area Chart
- Creating a Line Chart
- Creating a Bar Chart
- Creating a Pie Chart
- Creating a Basic Histogram
- Module Three Assignment
- Creating a Box Plot
- Creating a Heatmap
- Module Four Project One
- Detecting Outliers
- Normalizing Data
- Transforming Data for Improved Data Summarization
- Module Five Discussion Lab
- Module Six Lab
- Module Seven Project Two
Labs run in your browser — nothing to install.
02 / FAQs
Questions before you start
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Prepare for DAT375 - Data Analysis Techniques
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
- 18 LiveLab included
- Certificate of completion
No credit card required