Opleiding: Exploring and Analyzing Data with Splunk (EADS)

This 9-hour course is for users who want to attain operational intelligence level 4, (business insights) and covers exploratory data analysis by using statistical tools and custom visualizations.

This 9-hour course is for users who want to attain operational intelligence level 4, (business insights) and covers exploratory data analysis by using statistical tools and custom visualizations.

- Analytics Framework
- Exploring and visualizing data
- Cleaning and Preprocessing Data
- Numerical and String based clustering
- Data Correlation
- Meta Transactions
- Detecting Anomalies
- Forecasting

Topic 1 – What is Data Science


- Define terms related to analytics and data science
- Describe the analytics workflow
- Describe Artificial Intelligence and Machine Learning
- Examine common Machine Learning myths
- Describe Splunk’s Machine Learning tools
Topic 2 – Exploratory Data Analysis


- Use bin and makecontinuous to restructure and visualize data
- Examine field statistics with fieldsummary
- Transform fields with eval and fillnull
- Clean text with the rex and cleantext commands
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