All KW instructor led courses

Data You Can Trust to Make Smart Decisions

Monarch is a market leading desktop-based self-service data preparation solution. Monarch connects to multiple data sources including structured and unstructured data, cloud-based data, and big data. Connecting to data, cleansing and manipulating data requires no coding.

Monarch can quickly convert disparate data formats into rows and columns for use in data analytics. Over 80 pre-built data preparation functions mean data preparation tasks can be completed quickly and error free. More time is spent on generating value from data as opposed to making data usable to begin with.

Learn more: https://www.altair.com/monarch


Data You Can Trust to Make Smart Decisions

Monarch is a market leading desktop-based self-service data preparation solution. Monarch connects to multiple data sources including structured and unstructured data, cloud-based data, and big data. Connecting to data, cleansing and manipulating data requires no coding.

Monarch can quickly convert disparate data formats into rows and columns for use in data analytics. Over 80 pre-built data preparation functions mean data preparation tasks can be completed quickly and error free. More time is spent on generating value from data as opposed to making data usable to begin with.

Learn more: https://www.altair.com/monarch


Data You Can Trust to Make Smart Decisions

Monarch is a market leading desktop-based self-service data preparation solution. Monarch connects to multiple data sources including structured and unstructured data, cloud-based data, and big data. Connecting to data, cleansing and manipulating data requires no coding.

Monarch can quickly convert disparate data formats into rows and columns for use in data analytics. Over 80 pre-built data preparation functions mean data preparation tasks can be completed quickly and error free. More time is spent on generating value from data as opposed to making data usable to begin with.

Learn more: https://www.altair.com/monarch


Course Summary

Altair has vision to make data analytics simple enough for all users, but scalable, governed, and safe enough for all enterprises. RapidMiner is the enterprise-ready data science platform that amplifies the collective impact of your people, expertise and data for breakthrough competitive advantage.
Here, we cover both theory and hands-on practice with the basic techniques for building correctly validated Machine Learning Models. We cover some of the most common model types and how to build RapidMiner processes to train and evaluate those models. The course can help you prepare for the Machine Learning Professional Exam. We do not cover the answers to all questions on the exam, instead we ask you to take ownership for learning, understanding, and practicing the topics that we outline.

Prerequisites:
Required – Install RapidMiner Studio and make sure you can open it. Recommended – Look at the Getting Started series on academy.rapidminer.com.

The training consists of four sessions. There is one session per day which lasts for 2 hours.


Session 1 Session 2 Session 3 Session 4
Introduction
  • RapidMiner Introduction
  • Add a note
  • Save the process with the note
  • Drag in an operator
  • Look at operator help
  • Cover Repositories at this time
  • The RapidMiner “GoTo” Places
Introduction to Machine Learning
  • Introduction
  • k-NN
Introduction to Machine Learning
  • Model Validation
  • Normalize and Group Models
Supervised Learning
  • Regression: Linear, Logistic, GLM
  • Naïve Bayes
Supervised Learning
  • Decision Trees
Unsupervised Learning
  • Attribute Correlation
  • Clustering
  • Association Mining
Feature Engineering
  • Introduction to Feature Engineering
  • Feature Weight
Auto Model
  • Demo Clustering
  • Demo Supervised Learning
  • Demo Deployment tools
Conclusions


Data You Can Trust to Make Smart Decisions

Monarch is a market leading desktop-based self-service data preparation solution. Monarch connects to multiple data sources including structured and unstructured data, cloud-based data, and big data. Connecting to data, cleansing and manipulating data requires no coding.

Monarch can quickly convert disparate data formats into rows and columns for use in data analytics. Over 80 pre-built data preparation functions mean data preparation tasks can be completed quickly and error free. More time is spent on generating value from data as opposed to making data usable to begin with.

Learn more: https://www.altair.com/monarch