Awab IdrisPrincipal Component Analysis (PCA) in PythonPCA is a statistical procedure that transform a set of correlated variables into a set of linearly uncorrelated variables called principal…Jul 13, 2018Jul 13, 2018
Awab IdrisHow to fit a Linear Regression model in Apache Spark using ScalaApache Spark is an open source cluster computing framework, which can be used for machine learning purposes.Jul 12, 20181Jul 12, 20181
Awab IdrisBasic Data VisualizationData visualization is the presentation of data in a graphical or visual form which sums up the data in simple charts in order to help the…Jul 11, 2018Jul 11, 2018
Awab IdrisConfusion MatrixConfusion matrix is a table used to investigate the performance of a classification model where the actual test values are known. It has…Jul 10, 2018Jul 10, 2018
Awab IdrisMonty Hall ProblemThe Monty Hall Problem is a famous statistical problem or a puzzle based on the American television game show “Let’s Make a Deal” started…Jul 10, 2018Jul 10, 2018
Awab IdrisBasic EDA/Data cleaning in Jupiter NotebookEDA stands for Exploratory Data Analysis, EDA/Data cleaning is the infrastructure and the first block in data science, EDA/Data cleaning…Jun 7, 2018Jun 7, 2018