Skip to content
Data Automaton
  • Case Studies
  • Blog
  • Contact
  • About
    • Vision
    • Methodology
    • Services
    • Team
    • Jobs
Menu Close
  • Case Studies
  • Blog
  • Contact
  • About
    • Vision
    • Methodology
    • Services
    • Team
    • Jobs

Monthly Archives: January 2019

  1. Home>
  2. 2019>
  3. January
Blog / Predictive Analytics

Predictive Data Analytics With Apache Spark (Part 7 Multi Classification)

Predictive Data Analytics With Apache Spark (Part 7 Multi Classification) January 27, 2019 Written by Boutros El-Gamil Github Xing Linkedin Youtube Select FeaturesBuild Features Vector of Train DatasetLogistic RegressionDecision TreeMultilayer…

0 Comments
January 27, 2019
Blog / Predictive Analytics

Predictive Data Analytics With Apache Spark (Part 6 Binary Classification)

Predictive Data Analytics With Apache Spark (Part 6 Binary Classification) January 20, 2019 Written by Boutros El-Gamil Github Xing Linkedin Youtube Select FeaturesBuild Features Vector of Train DatasetLogistic RegressionDecision TreeRandom…

0 Comments
January 20, 2019
Blog / Predictive Analytics / Regression

Predictive Data Analytics With Apache Spark (Part 5 Regression Analysis)

Predictive Data Analytics With Apache Spark (Part 5 Regression Analysis) January 15, 2019 Written by Boutros El-Gamil Github Xing Linkedin Youtube Import Parquet Data Files into Spark DataframesCalculate Correlations Between…

0 Comments
January 15, 2019
Blog / Predictive Analytics

Predictive Data Analytics With Apache Spark (Part 4 Principal Component Analysis)

Predictive Data Analytics With Apache Spark (Part 4 Principal Component Analysis) January 10, 2019 Written by Boutros El-Gamil Github Xing Linkedin Youtube Principal Component Analysis (PCA)Normalize PC FeaturesStandardize PC FeaturesSave…

1 Comment
January 10, 2019
Blog / Predictive Analytics

Predictive Data Analytics With Apache Spark (Part 3 Feature Engineering)

Predictive Data Analytics With Apache Spark (Part 3 Feature Engineering) January 8, 2019 Written by Boutros El-Gamil Github Xing Linkedin Youtube Remove Low Variance FeaturesRemove NoiseData NormalizationData StandardizationFull Code 1.…

1 Comment
January 8, 2019
Blog / Predictive Analytics

Predictive Data Analytics With Apache Spark (Part 2 Data Preparation)

Predictive Data Analytics With Apache Spark (Part 2 Data Preparation) January 4, 2019 Written by Boutros El-Gamil Github Xing Linkedin Youtube Download Data and Create Project DirectoryClean Home DirectoryLaunch Spark…

7 Comments
January 4, 2019
Blog / Predictive Analytics

Predictive Data Analytics With Apache Spark (Part 1 Introduction)

Predictive Data Analytics With Apache Spark (Part 1 Introduction) January 3, 2019 Written by Boutros El-Gamil Github Xing Linkedin Youtube Apache SparkMotivationsThe Use CaseData At A Glance 1. Apache SparkApache…

4 Comments
January 3, 2019

Recent Posts

  • Bayesian Linear Regression
  • Continuous Probability Distributions 1
  • Maximum Likelihood for Linear Regression
  • Bayesian Data Modeling
  • Bayes Theory and Its Facts

Recent Comments

  • Boutros El-Gamil on Predictive Data Analytics With Apache Spark (Part 2 Data Preparation)
  • Predictive Analytics on Predictive Data Analytics With Apache Spark (Part 2 Data Preparation)
  • Boutros El-Gamil on Logistic Regression
  • SUPERSLOT on Logistic Regression
  • Boutros El-Gamil on Linear Regression

Archives

  • March 2021
  • February 2021
  • January 2021
  • March 2019
  • February 2019
  • January 2019
  • April 2018
  • February 2018
  • January 2018
  • December 2017

Categories

  • Bayesian Inference
  • Blog
  • Case Studies
  • Internet of Things
  • Predictive Analytics
  • Probability Distributions
  • Regression

Contact

  • contact[at]data-automaton.com
  • +43 676 7014 399
  • Straußengasse 2-10/1/46, 1050 Vienna, Austria
Linkedin-in Xing Youtube Github
  • Legal Notice
  • Data Protection
  • Terms & Conditions

Copyright © DAS – Data Automaton Services e.U. All rights reserved

Contact

  • contact[at]data-automaton.com
  • +43 676 7014 399
  • Straußengasse 2-10/1/46, 1050 Vienna, Austria
Linkedin-in Xing Youtube Github
  • Legal Notice
  • Data Protection
  • Terms & Conditions

Copyright © DAS – Data Automaton Services e.U. All rights reserved

Contact

  • contact[at]data-automaton.com
  • +43 676 7014 399
  • Straußengasse 2-10/1/46, 1050 Vienna, Austria
Linkedin-in Xing Youtube Github
tmp_logo_2020_4
  • Legal Notice
  • Data Protection
  • Terms & Conditions

Copyright © DAS – Data Automaton Services e.U. All rights reserved