Skip to content
AI ML Analytics
  • Home
  • About
  • Topics
    • Exploratory Data Analysis
    • Machine Learning
    • Statistics
    • Data Visualization
Subscribe
Machine Learning Project
Posted inMachine Learning

End to End Machine Learning Project – Part 2

This Post is a continuation of the part 1 where we discussed about the various steps that should be kept in mind before starting a project in machine learning.  To…
Posted by tkhan.kiit@gmail.com October 6, 2024
Posted inExploratory Data Analysis

Data Transformation

Data Transformation Data Transformation is the technique of converting data from one format to another. Data Transformation can be divided into following steps. Each of these steps will be applied…
Posted by tkhan.kiit@gmail.com August 2, 2020
Label Encoding
Posted inExploratory Data Analysis

Categorical Encoding using Label Encoding

Handling Categorical Data -- Label Encoding Usually in Machine learning we encounter data which have multiple labels in one or multiple columns. These labels can be characters or numeric form.…
Posted by tkhan.kiit@gmail.com August 2, 2020
Recent Blogs
  • Logistic Regression : Practical Example
  • Cooks Distance – Absence of Outliers or Influential Points
  • Heteroscedasticity in Logistic Regression
  • End to End Machine Learning Project – Part 2
  • End to End Machine Learning Project – Part 1
Get new posts by email
Recent Posts
  • Logistic Regression : Practical Example
  • Cooks Distance – Absence of Outliers or Influential Points
  • Heteroscedasticity in Logistic Regression
  • End to End Machine Learning Project – Part 2
  • End to End Machine Learning Project – Part 1
  • Feature Scaling
Categories
Machine LearningExploratory Data AnalysisStatisticsData VisualizationArtificial Intelligence and Machine Learning
Tags
Z-ScoreVIFVarianceUnsupervised LearningUnivariateUnderfittingTime Series Cross ValidationTarget MatrixT-TestswarmplotSupervised Learningsub plotsStratified Cross ValidationStandard ScalarStandardizationSquared Errorseabornscatter plotSample DistributionRoot Mean Squared Logarithmic ErrorRoot Mean Squared Error (RMSE)RidgeReinforcement LearningRegularizationRegressionRecallRandom VariableRandom ForestR-SquaredProbability Density Function (PDF)
Search
Categories
  • Artificial Intelligence and Machine Learning
  • Data Visualization
  • Exploratory Data Analysis
  • Machine Learning
  • Statistics
Archives