Linear Regression Assumptions in Python IN SHORTIf the assumptions are not satisfied, the interpretation of the results will not always be valid.Jan 16, 2023Jan 16, 2023
Bias Variance Tradeoff and Under Fit Over Fit in Machine Learning IN SHORTMachine Learning Error = Bias error + Variance error + Irreducible errorJan 16, 2023Jan 16, 2023
Missing Value and Outlier Detection in Python IN SHORT“To ensure that the trained model generalises and stabilises well to the valid range of test inputs, it’s important to detect then handle…Jan 8, 20231Jan 8, 20231
Exploratory Data Analysis (EDA) Revision IN SHORTAll the topics in EDA for reference (links are attached for in-depth reference)Dec 30, 2022Dec 30, 2022
Feature Engineering in python IN SHORTFeature engineering is the process of selecting, manipulating and transforming raw data into features.Nov 9, 2022Nov 9, 2022
Univariate Analysis in python IN SHORTThe term univariate analysis refers to the analysis of one variable. We can remember this because the prefix “uni” means “one.”Nov 5, 2022Nov 5, 2022
Exploratory Data Analysis in 4 Overall Steps IN SHORTIt is a good practice to understand the data first and try to gather as many insights from it. EDA is all about making sense of the data in…Nov 3, 2022Nov 3, 2022
Sampling Error, Standard Error, Sampling Technique and Sample Size IN SHORTSampling ErrorNov 2, 2022Nov 2, 2022
Hypothesis Testing, Confidence Interval, Significance Level and P Value IN SHORTHypothesis TestNov 1, 2022Nov 1, 2022
