Santoash619

Risk-Analytics-Deployment

PCA-Principle-Component-Analysis-in-Python

Here I implemented the dimensionality reduction technique PCA in python.

Logistic-Regression-in-python

Here I applied logistic regression algorithm to solve a classification problem.

Decision-Trees-and-Random-Forest

Here I implement classification algorithms Decision Tree and Random Forest in python to solve a problem

Linear-Regression-in-Python-Simple-and-Multiple-Linear-Regression-

Here I applied Linear Regression techniques on real world data to predict future outcomes.

Essential-Statistical-Analysis-for-Data-Science-Machine-Learning-and-Artificial-Intelligence

In this I honed my statistical skills by coding in python and by solving real problems using statistical techniques.

Python-in-a-week-from-basics-to-advanced-

This is how I practiced my python coding skills in a week. This repository contains python jupyter notebook files on python basic topics up to advanced topics like List Comprehension & Higher order functions, pandas, numpy and Data Visualisation, etc.

Python-SQL-Connectivity

Python, celebrated for its versatility and simplicity, has firmly established itself as a beloved tool in the arsenal of data analysts and scientists. But what makes Python truly shine in the world of data is its symbiotic relationship with Structured Query Language (SQL), the key that unlocks the doors to vast data repositories.

Complete-Python-3-Bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy