Explore a comprehensive 5-hour course on Splunk Machine Learning, covering various aspects of the Splunk Machine Learning Toolkit (MLTK). Dive into topics such as Smart ITSI Insights, Graph Analytics, Deep Learning Toolkit, and Smart Forecasting. Learn about the latest features in MLTK versions 4.2, 4.1, and 4.0, as well as the MLTK Connector for Apache Spark. Discover how to use MLTK's assistants for detecting outliers, forecasting time series, predicting numeric and categorical fields, and clustering events. Apply these techniques to real-world scenarios, including bitcoin transactions, server performance, customer churn prediction, and housing market analysis. Gain hands-on experience with machine learning and anomaly detection using Splunk's powerful tools and algorithms.
Overview
Syllabus
Smart ITSI Insights App for Splunk.
Graph Analytics Using Splunk and the Machine Learning Toolkit.
Introduction to the Deep Learning Toolkit for Splunk.
Smart Forecasting Guided Workflow.
What's New in Splunk Machine Learning Toolkit Version 4.2.
What's New in the Splunk Machine Learning Toolkit Version 4.1.
Splunk MLTK Connector for Apache Spark™ (LAR).
How Does the Splunk Machine Learning Toolkit Learn?.
What's New in Splunk Machine Learning Toolkit Version 4.0.
Splunk Community for MLTK Algorithms on GitHub.
What's New in Splunk Machine Learning Toolkit Version 3.3 and 3.4.
DGA App for Splunk: Japanese.
DGA App for Splunk.
Splunk Machine Learning Toolkit Update 2.1 and 2.2.
Splunk Machine Learning Toolkit.
Splunk: The Enterprise Machine Data Fabric.
Splunk MLTK's Detect Categorical Outliers assistant for detecting unusual bitcoin transactions.
Splunk MLTK's Detect Numeric Outliers assistant for detecting the factors influencing big spenders.
Splunk MLTK's Detect Numeric Outliers assistant for detecting the factors influencing big spenders.
Splunk MLTK's Detect Categorical Outliers assistant for detecting unusual bitcoin transactions.
Machine Learning Toolkit Tour.
Machine Learning Toolkit Update 2.0.
Splunk MLTK's Detect Categorical Outliers assistant for detecting hard drive failure..
Splunk MLTK's Detect Categorical Outliers assistant for detecting the unusual transactions.
Splunk MLTK's Detect Categorical Outliers assistant to detect unusual mobile phone activity.
Splunk MLTK's Detect Categorical Outliers assistant for detecting hard drive failure..
Splunk MLTK's Detect Categorical Outliers assistant to detect unusual mobile phone activity.
Splunk MLTK's Detect Categorical Outliers assistant for detecting the unusual transactions.
Machine Learning Toolkit Tour.
Machine Learning Toolkit Update 2.0.
Splunk MLTK's Detect Numeric Outliers assistant for detecting the server response time outliers.
Splunk MLTK's Detect Numeric Outliers assistant for detecting the deviation in humidity of a plant.
Splunk MLTK's Detect Numeric Outliers assistant for detecting deviation in no. of employee logins.
Splunk MLTK's Forecast Time Series assistant to forecast no. of people participating in an event.
Splunk MLTK's Forecast Time Series assistant to forecast the sales revenue of a souvenir shop.
Splunk MLTK's Predict Numeric Fields assistant for predicting the server power consumption.
Splunk MLTK's Forecast Time Series assistant to forecast the no. of expected employee logins.
Splunk MLTK's Forecast Time Series assistant to forecast the internet traffic in future.
Splunk MLTK's Predict Categorical Fields assistant to infer the make and model of any car.
Splunk MLTK's Predict Numeric Fields assistant for predicting the plant's energy output.
Splunk MLTK's Predict Categorical Fields assistant for predicting the presence of malware.
Splunk MLTK's Predict Numeric Fields assistant for predicting the frequency of VPN usage.
Splunk MLTK's Predict Categorical Fields assistant for predicting the disk failure event.
Splunk MLTK's Predict Categorical Fields assistant for predicting the customer churn.
Splunk MLTK's Cluster Numeric Events assistant to cluster the hard drives.
Splunk MLTK's Cluster Numeric Events assistant to cluster the behaviour of employees.
Splunk MLTK's Cluster Numeric Events assistant for clustering and understanding the housing market.
Splunk MLTK's Cluster Numeric Events assistant to cluster different performance cars.
Splunk MLTK's Predict Numeric Fields assistant for predicting the selling price of houses in Boston.
Machine Learning and Anomaly Detection.
Taught by
Splunk
