This repository cotains below topics:

All the below modules have been written into python only, it does not contains any other technology like Spark PySpark etc....

Folders Name :----->>>>>>

• 1. pandas : This folder contains all the operation of pandas like creating dataframes and various operations on pandas dataFrame.
• 2. NumPy for Data Analysis: This folder contains all the operations related to NumPy Array and various operations on NumPy array.
• 3. Basics_Python : This folder contains basics operation on python.
• 4. Data Capstone Project : This folder contains basics operation on python -- a samall project.
• 5. Pandas BuiltIn DataVisualization : This folder contains data visualization with pandas dataFrame.
• 6. Data Visualization with Seaborn : This folder contains data visualization using Seaborn.
• 7. Linear Regression : This folder contains machine learning model linear regression
• 8. Logistic Regression : This folder contains code for simple logistic regression project.
• 9. K-Means Clustering : This folder contains simple K-means clustering project (with exploratory data analysis)
• 10. K Nearest Neighbors : This folder contains a simple KNN (k nearest neighbors) project.
• 11. PCA with python : This folder contains PCA (principal component analysis) project usig sklearn with cancer data set.
• 12. Recommender System : This folder contains recommender system project with NumPy, pandas dataframe and seaborn for exploratory data analysis.