a4m4/Polynomial-Regression

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Created over 5 years ago
Updated over 5 years ago

a4m4/Polynomial-Regression

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A simple Python Code wchich can predict the salaries of new employees of any company by Polynomial Regressor. Polynomial regression is a form of regression analysis in which the relationship between the independent variable x and the dependent variable y is modelled as an nth degree polynomial in x

Student-Management-System--PHP-

A simple Student Management System using PHP for Backend and html css for Front. In This system, you can search students profile by entering roll number and class, admin can see everything, can update ,delete and create new student .

My-Assistant

A simple Python Assistant that can work for me, can send email from my account, open Google,Youtube, Stackoverflow etc for me , tell me the time by Speech Recognition

Darzi.pk-PHP-Javascript-Html-Css-Bootstrap-

Darzi.pk registers a darzi after authenticating the request of the form that was submitted. The darzi when on board gets his/her separate profile so he she can edit details and also update his design portfolio which will be viewed by public so the customer can pick the best darzi according to their needs . The customer can be anyone who wants to take advantage of the online service , he/she will register , view all the darzis that are in the database , view their individual profiles and select a darzi of his/her choice . As soon as the customer places order to a specific darzi, a notification will be generated for the specific darzi profile to view the order placed. Admin has his own separate account who acts as a moderator between the darzi and customer.

Calculator-Using-JS-HTML-CSS

A smiple calculator.

A-Simple-Template-of-HTML-CSS-BOOTSTRAP

Kaar Planet is A simple template using HTML CSS BOOTSTRAP....

Male-Female-Predictor

A Simple Data Science Model which predict Male or Female on the given Characteristics by using Scikit Learn Decision Tree Classifier

My-1st-HTML-CSS-Template

My first html css template..

CSRD-Website-For-NEDUET

A simple and a static Website for Center for Research and Development NED University.

Data-PreProcessing-in-Python-

Data Preprocessing code which has to be included at the start of any Program

Simple-Linear-Regression

Simple linear regression is a statistical method that allows us to summarize and study relationships between two continuous (quantitative) variables

Support-Vector-Machine-Algorithm

In machine learning, support-vector machines are supervised learning models with associated learning algorithms that analyze data used for classification and regression analysis.

Save-The-Bird-Game

Features : Levels of Game Graphs of Players Animations Instructions Highscores Data of Players And Gameplay : There will be an object (like Bird) which flies against the gravity when a certain key is pressed. Gravity will always act on an object. We have to save bird from hitting the obstacles and hurdles moving towards it. There will be different levels. There will be a scoreboard which will be updated after every obstacle passed.

Multiple-Linear-Regression

Multiple linear regression is the most common form of linear regression analysis. As a predictive analysis, the multiple linear regression is used to explain the relationship between one continuous dependent variable and two or more independent variables.

Support-Vector-Regression

SVR is a bit different from SVM. As the name suggest the SVR is an regression algorithm , so we can use SVR for working with continuous Values instead of Classification which is SVM.

Select-Song-App

A simple React-Redux App , on clicking the song name it can show details of that song.

Rest-API-Basics

Basics of Rest APIs

Navbar-Grid---Only-Html-Css--

Navbar and Grid code in HTML & CSS

Check

K-Nearest-Neighbour-Algorithm

KNN Algorithm on Social Network Ads Data. K nearest neighbors is a simple algorithm that stores all available cases and classifies new cases based on a similarity measure (e.g., distance functions). KNN has been used in statistical estimation and pattern recognition already in the beginning of 1970’s as a non-parametric technique

Decision-Tree-Regression

Decision Tree - Regression to predict salaries . Decision tree builds regression or classification models in the form of a tree structure

React-Basics

Just Basic stuff related to React!

Logistic-Regression

Logistic Regression on Social Network Ads Data.

Kernel-SVM

SVM helps us choose the optimal decision boundary out of the multiple boundaries that we can draw , but in non-linearly separable we cannot even draw decision boundary or linear decision boundary so therefore SVM Algorithm will not work for this. To deal with non-linearly separable we use KERNEL SVM by mapping to higher dimensions or Kernel Trick.

Hierarchical-Clustering

In data mining and statistics, hierarchical clustering is a method of cluster analysis which seeks to build a hierarchy of clusters.

Random-Forest-Regression

Random Forest Regression to predict Salaries. Random forests or random decision forests are an ensemble learning method for classification

Least-Squared-Error-

A line that describes the Least Squared Error between HR and RespRate in Python.

Histogram-and-TimeSeries-of-Patients-Data

Plotting Histogram and Time Series of 4000 Patients.

K-Means-Clusterring

K-means clustering is one of the simplest and popular unsupervised machine learning algorithms. ... In other words, the K-means algorithm identifies k number of centroids, and then allocates every data point to the nearest cluster, while keeping the centroids as small as possible.

Decision-Tree-Classifier-Algorithm

It breaks down a dataset into smaller and smaller subsets while at the same time an associated decision tree is incrementally developed. ... Leaf node (e.g., Play) represents a classification or decision.

Blog-Posts

A simple React-Redux app contains list of Blog Posts fetched from JSON Placeholder API . This App clears the concept of Reducers, understand making API request with Redux and absolutely understand the purpose of 'Redux-Thunk".

Apriori-Algorithm

Apriori is an algorithm for frequent item set mining and association rule learning over transactional databases. It proceeds by identifying the frequent individual items in the database and extending them to larger and larger item sets as long as those item sets appear sufficiently often in the database.

Bike-Car-HeavyVehichle-Predictor

A simple DataScience Model that can predic whether the vehichle is bike, car or heavy vehichle by recieving an input of CC and Price of that Vehichle by using Scikit Learn Decision Tree Classifier