Data Science, Machine Learning, Deep Learning, NLP, Python & Library's cheat Sheet - Interview Questions & Notes

线性回归；病态线性回归；聚类分析； 主成分分析 ； 多目标决策

This is all Data Science Assignments Files. I am currently working on it, so you may not find some files here.

An algorithm intended to predict the yield of any crop. Used Agricultural Data sets for building the Step-wise Regression Model. Technology Stack: R language, SQL, Linear Regression library, Plumber library, Swagger API

这是一个线性规划的算法，由python编写而成

Data visualisation using seaborn

Tutorials of Machine Learning in Jupyter Notebooks

Codes and Project for Machine Learning

I have applied the fundamental idea of Linear Regression with Single Variable input. I implemented the Gradian Descent algorithm simply from scratch with no libraries such as Scikit-Learn. I just used NumPy.

Machine learning Basics. Just Started learning and uploading small chunk of codes and small projects .

📚📝 Types of Ml algos

Pysprak

This repository contains many machine learning topics and projects

📈 💱 Linear Regression Forecasting Exchange Rates

Supervised and Unsupervised Algorithm implimentation on cleaned and preprocessed data

Blockchain for Waste Management in Smart Cities

ML projects, which I worked on utilising different machine learning algorithms.

Here the basic of the the Linear regression problem .

Demonstration of asymmetric cost functions in Linear Regression