Sachin IchakeMicrosoft Ignite 2022: Data & AI: Part -1Intelligent Data PlatformNov 2, 2022Nov 2, 2022
Sachin IchakeApproaching any machine learning problemI have read the book “Approaching any machine learning problem” written by Abhishek Thakur and I thought if I extracted the summary out of…Feb 15, 20221Feb 15, 20221
Sachin IchakeString Similarity MetricsCosine Similarity: Cosine similarity measures the similarity between two vectors by taking the cosine of the angle the two vectors make…Dec 23, 2021Dec 23, 2021
Sachin IchakeMissing Value Imputation TechniquesFor categorical features, let’s keep it super simple. If you ever encounter missing values in categorical features, treat is as a new…Dec 23, 2021Dec 23, 2021
Sachin IchakeHow Adaboost WorksAdaboost is one of the first boosting algorithms to be adapted in solving practices. Adaboost helps you combine multiple “weak classifier”…Dec 23, 2021Dec 23, 2021
Sachin IchakeHow Principal Component Analysis [PCA] WorksWhat is PCA: Principal Component Analysis (PCA) is a dimensionality reduction technique that enables you to identify correlations and…Dec 23, 2021Dec 23, 2021