A-Z about Exploratory Data Analysis and Feature Engineering

A-Z about Exploratory Data Analysis and Feature Engineering

In this video, you will be able to understand how to Exploratory Data Analysis and Feature Engineering on any Dataset before you model your Data.

Complete EDA Code- https://colab.research.google.com/dri...

Complete Feature Engineering Code- https://colab.research.google.com/dri...

Link of the Blogs:
EDA-   / exploratory-data-analysis-part-1  

Complete Data Cleaning-   / data-cleaning-exploratory-data-analysis  

Remove Outliers using InterQuartile Range-   / how-to-handle-outliers-in-a-dataset-data-c...  

Remove Outliers using Z-Score-   / z-score-to-identify-and-remove-outliers  

Using Log Transformation to mitigate the effect of outliers-   / log-transformation-to-mitigate-the-effect-...  

Feature Engineering-   / feature-selection-vs-feature-transformatio...  

Feature Transformation-   / feature-transformation-part-of-feature-eng...  

Python Playlist: Mastering Programming Basics-    • Python Playlist: Mastering Programmin...  

Python Libraries Playlist-    • Python Libraries- Numpy, Pandas, Matp...  

Statistics and Mathematics Required for Data Science-    • Statistics & Mathematics Required For...  

Machine Learning Playlist-    • Machine Learning- Playlist  

Machine Learning Project Playlist-    • Machine Learning Project  

Python Interview Series -    • Python Interview Series  

Interview Session on Python (MCQ and Programing Questions)-    • Interview Session on Python (MCQ and ...  

Playlist on Git and Github -    • Playlist on Github  

Data Science Roadmap-   / data-science-roadmap-2024  

Get in touch:
Linked In -   / posts  
Email ID- [email protected]

Portfolio Website- https://datascience-1100.github.io/My...
#datascience, #machinelearning, #artificialintelligence,#featuretransformation , #featureengineering, #exploratorydataanalysis