Szkolenia Micro Focus

Cel szkolenia

kod: VT160-1-91 | wersja: 9.x

Machine learning is used to discover trends, uncover patterns, peel back layers and detect relationships over large volumes of data. In order to build accurate predictive models, issues in your data must first be addressed.

During this course, you will learn how to prepare your data for model development:

  • Adjusting the scales of values in different columns using NORMALIZE()
  • Fill in missing values using IMPUTE()
  • Find and eliminate outlying data points using DETECT_OUTLIERS()
  • Even out skewed class distributions using BALANCE()

NOTE: This module is a subset of the VT160 Predictive Analytics Using Machine Learning course. If you have already purchased that course, you do not need to also purchase this module.


Upon successful completion of this course, you should be able to:

  • Prepare your data for model building
  • Create a training and testing data set from your prepared data

Audience/Job Roles

This course is intended for:

  • Novice data analysts who need to understand the how the machine learning algorithms work, and when they are best applied to their data
  • Experienced data scientists who need to know how to use Vertica's built-in machine learning algorithms

Plan szkolenia Rozwiń listę

  1. Data Preparation
    • Describe the data preparation process
    • Prepare data using the following functions:
      • Normalize data scales
      • Impute missing values
      • Identify and remove outlying values
      • Smooth class representation within a column
      • Create training and testing data sets
Pobierz konspekt szkolenia w formacie PDF

Dodatkowe informacje

Wymagania wstępne

To be successful in this course, you should have the following prerequisites or knowledge:

  • Intermediate knowledge of RDBMS concepts (understanding databases and schemas, database normalization, etc.)
  • Basic understanding of SQL (familiarity with basic SQL syntax, ability to troubleshoot syntax errors, etc.)
  • Familiarity with machine learning principles
Poziom trudności
Czas trwania 1 dzień

The participants will obtain certificates signed by Micro Focus (course completion).


Authorized Micro Focus Trainer.

Pozostałe szkolenia Micro Focus | Vertica & IDOL

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