Advanced Analytics with Transact-SQL, 1st ed. Exploring Hidden Patterns and Rules in Your Data
Auteur : Sarka Dejan
Every web/retail shop wants to know the products customers tend to buy together. Trying to predict the target discrete or continuous variable with few input variables is important for practically every type of business. This book helps you understand data science and the advanced algorithms use to analyze data, and terms such as data mining, machine learning, and text mining.
- Describe distribution of variables with statistical measures
- Find associations between pairs of variables
- Evaluate the quality of the data you are analyzing
- Perform time-series analysis on your data
- Forecast values of a continuous variable
- Perform market-basket analysis to predict customer purchasing patterns
- Predict target variable outcomes from one or more input variables
- Categorize passages of text by extracting and analyzing keywords
Helps you apply your T-SQL skills to business intelligence (BI) and data science
Provides mathematical and programming techniques useful for advanced analyses
Shows optimization techniques that help you improve analytical query performance
Date de parution : 07-2021
Ouvrage de 302 p.
17.8x25.4 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 36,91 €
Ajouter au panierThèmes d’Advanced Analytics with Transact-SQL :
Mots-clés :
Statistics; T-SQL; TSQL; Transact-SQL; Data Science; Data Quality; Frequencies; Correlation; Analysis of Variance; Entropy; Definite Integration; Temporal Data; Time Series Analysis; Market-Basket Analysis; Hazard Analysis; Business Intelligence (BI); Window Functions; Predictive Analytics