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

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.

📚📝 Types of Ml algos

Codes and Project for Machine Learning

Pysprak

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

This repository contains many machine learning topics and projects

📈 💱 Linear Regression Forecasting Exchange Rates

Tutorials of Machine Learning in Jupyter Notebooks

AI and ML

Detecting Payment Card Fraud -supervised learning using SageMaker built-in LinearLearner estimator

This classifier web app basically developed using Streamlit (Python - framework) and it classifies the categories of "Diabetic" or "Not Diabetic" based on certain input parameters. In this app, we can choose different classifiers like; SVM, RandomForest, GridSearch, Logistics Regression, for the classification.

Demonstration of asymmetric cost functions in Linear Regression

Here the basic of the the Linear regression problem .