Bayesian Linear RegressionMarch 3, 2021 Boutros El-Gamil Github Xing Linkedin-in Youtube Bayesian Linear Regression March 3, 2021 Boutros El-Gamil Github Xing Linkedin Youtube IntroductionThe DataThe LikelihoodThe PriorThe PosteriorThe Prediction DistributionDesign…
Common Continuous Probability Distributions Part 1 February 24, 2021 Boutros El-Gamil Github Xing Linkedin-in Youtube Common Continuous Probability Distributions Part 1 February 24, 2021 Boutros El-Gamil Github Xing Linkedin Youtube…
Maximum Likelihood for Linear Regression February 10, 2021 Boutros El-Gamil Github Xing Linkedin-in Youtube Maximum Likelihood for Linear Regression February 10, 2021 Boutros El-Gamil Github Xing Linkedin Youtube Introduction Data…
Bayesian Data Modelling(MLE & MAP)February 3, 2021 Boutros El-Gamil Github Xing Linkedin-in Youtube Bayesian Data Modelling(MLE & MAP)February 3, 2021 Boutros El-Gamil Github Xing Linkedin Youtube Data Modelling Bayesian Data…
Bayes Theory and Its FactsJanuary 6, 2021 Boutros El-Gamil Github Xing Linkedin-in Youtube Bayes Theory and Its FactsJanuary 6, 2021 Boutros El-Gamil Github Xing Linkedin Youtube Example and Bayesian TreatmentInterpretationNew…
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…
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…
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…
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…
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.…