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Feb 28, 2020

Exploratory data analysis

By Datasciencelovers inBlog Tag data analysis, EDA, Exploratory data analysis
Exploratory data analysis

Eda is a first and important work in Data Analysis. Here I have created a short notes for exploratory Data analysis in python. Please click on the title or image and go through the attached jupyter notebook.

Machine Learning Topics

  • Data Science – An Introduction
  • Machine Learning – Introduction
  • Types of Machine Learning
  • Python Library for Machine learning
  • Principal component Analysis(PCA)-Theory
  • PCA with python
  • Classification VS Regression
  • Linear Regression-Theory
  • Linear regression with python
  • Linear Regression Interview Questions and Answers
  • Logistic Regression-Theory
  • Logistic Regression Project – Python
  • Decision Tree – Theory
  • Random Forest-Theory
  • Decision Trees and Random Forest with Python
  • Bagging & Boosting – Theory
  • Clustering-Theory
  • K-Nearest Neighbors (KNN) – Theory
  • Naïve Bayes Classifier-Theory
  • Support Vector machine-Theory
  • NLP – Natural Language Processing
  • Machine Leaning interview questions and answers
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