PinnedKelvin KipsangProject 5a Logistic Regression with Python Statsmodel.1.1 IntroductionOct 1, 2023Oct 1, 2023
PinnedKelvin KipsangPython Case Selection & User Defined FunctionsPython case selection is simply like grading a students’ subject performance whether he/she has attained grade A, B,C,D, E etc. It may also…May 1, 2023May 1, 2023
PinnedKelvin KipsangSQL ProjectsIn this sql project I am using the Mysql workbench for data analysis . I source the adventure dataset with 6 tables from kaggle.I then…Feb 25, 20233Feb 25, 20233
PinnedKelvin KipsangBinning/Bucketing/Discretization in PythonData binning is a common preprocessing technique used to group intervals of continuous data into “bins” or “buckets”. Grouping data in bins…Jan 3, 2023Jan 3, 2023
Kelvin KipsangProject 10 K-Nearest Neighbor AlgorithmnK-NN or (KNN) stand for K-Nearest Neighbors is a Non-parametric, supervised Machine Learning Algorithms mostly used for classification. The…Feb 111Feb 111
Kelvin KipsangProject 9a Machine Learning Naive Bayes AlgorithmNaive Bayes is a probabilistic machine learning Algorithm based on the Bayes Theorem. Bayes Theorem is a way of finding probability when we…Jan 19Jan 19
Kelvin KipsangMachine LearningVectorizationVectorization is a step in feature extraction that works by converting input data from raw text format into vectors of real numbers, the…Jan 10Jan 10
Kelvin KipsangEvaluation of Classification models with PythonAs Data Scientist, Data Analyst, Statistician, Business Analyst and any other data related fields such as Data Engineers, after…Nov 12, 2023Nov 12, 2023
Kelvin KipsangProject 6a Machine Learning Decision Tree Model with PythonDecision Tree is the one of the supervised machine learning algorithm. Decision tree can be used for both classification and Regression…Nov 10, 2023Nov 10, 2023