Pinned Repositories
ai-legal-project
all-things-qaraa
Angular-5-Basic-Grid-View
Grid view using Angular 5
Annotation-Tool-SPA
Annotation tool using Angular 6, Firebase - Cloud Firestore
Arabiyah-Classes-Android-Application
It is an android application developed using Java. It's features include: 1. Provides information about the institute and courses. 2. Allows users to enrol and purchase courses.
Chapter-18-Sentiment-Analysis-of-Restaurant-Review-using-a-SVM
Predicting the sentiment(Positive or Negative) of restaurant reviews.
Department-Management-System
Department Management System deals with all kind of student and faculty details, academic related reports, course details, curriculum, batch details and other resource related details too. It tracks all the details of a student from the day one to the end of his course like tracking of attendance, progress in the course, curriculum details, exam details, project or any other assignment details, internal assessment results etc.
Relation-Extraction
saarahasad's Repositories
saarahasad/Chapter-18-Sentiment-Analysis-of-Restaurant-Review-using-a-SVM
Predicting the sentiment(Positive or Negative) of restaurant reviews.
saarahasad/ai-legal-project
saarahasad/Arabiyah-Classes-Android-Application
It is an android application developed using Java. It's features include: 1. Provides information about the institute and courses. 2. Allows users to enrol and purchase courses.
saarahasad/Brooklyn-Nine-Nine-Playlist-iOS-App
Hilarious Brooklyn Nine-Nine playlist
saarahasad/Chapter-1-MachineLearning-Basic-data-preprocessing
The basic data preprocessing steps before you start off with your ML algorithm.
saarahasad/Chapter-10-ML-Ad-Market-Analyzer-Support-Vector-Machine
A social network stores user data including their age and estimated salary. It has ads running on its platforms. It collects data such as the user clicks on advertisements and purchases made from them. Given an ad for a car company, it would predict if the user would purchase the car based on his/her age and estimated salary.
saarahasad/Chapter-11-ML-Ad-Market-Analyzer-Kernel-SVM
A social network stores user data including their age and estimated salary. It has ads running on its platforms. It collects data such as the user clicks on advertisements and purchases made from them. Given an ad for a car company, it would predict if the user would purchase the car based on his/her age and estimated salary.
saarahasad/Chapter-12-ML-Ad-Market-Analyzer-Decision-Tree-Classification
A social network stores user data including their age and estimated salary. It has ads running on its platforms. It collects data such as the user clicks on advertisements and purchases made from them. Given an ad for a car company, it would predict if the user would purchase the car based on his/her age and estimated salary.
saarahasad/Chapter-12-ML-Ad-Market-Analyzer-Naive-Bayes
A social network stores user data including their age and estimated salary. It has ads running on its platforms. It collects data such as the user clicks on advertisements and purchases made from them. Given an ad for a car company, it would predict if the user would purchase the car based on his/her age and estimated salary.
saarahasad/Chapter-13-ML-Ad-Market-Analyzer-Random-Forest-Classification
A social network stores user data including their age and estimated salary. It has ads running on its platforms. It collects data such as the user clicks on advertisements and purchases made from them. Given an ad for a car company, it would predict if the user would purchase the car based on his/her age and estimated salary.
saarahasad/Chapter-14-Mall-Target-Customer-Group-Identification-using-KMeans-Clustering
A mall has hired you as a machine learning scientist to segment their clients into different groups based on these two metrics: the annual income and the spending score. How do you do it?
saarahasad/Chapter-15-Mall-Target-Customer-Group-Identification-using-Hierarchical-Clustering
A mall has hired you as a machine learning scientist to segment their clients into different groups based on these two metrics: the annual income and the spending score. How do you do it?
saarahasad/Chapter-16-Optimising-Sales-Using-Apriori
Apriori algorithm within Association Rule Learning helps the manager of a store to layout how items are placed in the store. It tells us if constumers bought this product, then they are likely to buy this other product. Thus, we could place these products together and customers are more like to buy both products.
saarahasad/Chapter-17-Sentiment-Analysis-of-Restaurant-Review-using-Naive-Bayes
Predicting the sentiment(Positive or Negative) of restaurant reviews.
saarahasad/Chapter-19-Sentiment-Analysis-of-Restaurant-Review-using-Random-Forest-Classification
Predicting the sentiment(Positive or Negative) of restaurant reviews.
saarahasad/Chapter-2-MachineLearning-Simple-Linear-Regression
A Simple Linear Regression Model implemented using sklearn.linear_model.LinearRegression in Python
saarahasad/Chapter-3-MachineLearning-Multiple-Linear-Regression-with-Backward-Elimination
Multiple linear regression is to assess if a continuous dependent variable can be predicted from a set of independent variables. The model is built using 1 of the 5 possible approaches - Backward Elimination (fastest method)
saarahasad/Chapter-4-ML-Identifying-a-Salary-Bluffer-using-Polynomial-Regression
If you have a company, check if the new employee coming in demanding $X as salary is bluffing or telling the truth on how much he should receive based on previous stats using a polynomial regression model.
saarahasad/Chapter-5-ML-Identifying-a-Salary-Bluffer-using-Support-Vector-Regression
If you have a company, check if the new employee coming in demanding $X as salary is bluffing or telling the truth on how much he should receive based on previous stats using a support vector regression model.
saarahasad/Chapter-6-ML-Identifying-a-Salary-Bluffer-using-Decision-Tree-Regression
If you have a company, check if the new employee coming in demanding $X as salary is bluffing or telling the truth on how much he should receive based on previous stats using a decision tree regression model.
saarahasad/Chapter-7-ML-Identifying-a-Salary-Bluffer-using-Random-Forest-Regression
If you have a company, check if the new employee coming in demanding $X as salary is bluffing or telling the truth on how much he should receive based on previous stats using a random forest regression model.
saarahasad/Chapter-8-ML-Ad-Market-Analyser-Logistic-Regression
A social network stores user data including their age and estimated salary. It has ads running on its platforms. It collects data such as the user clicks on advertisements and purchases made from them. Given an ad for a car company, it would predict if the user would purchase the car based on his/her age and estimated salary.
saarahasad/Chapter-9-ML-Ad-Market-Analyzer-K-Nearest-Neighbors
A social network stores user data including their age and estimated salary. It has ads running on its platforms. It collects data such as the user clicks on advertisements and purchases made from them. Given an ad for a car company, it would predict if the user would purchase the car based on his/her age and estimated salary.
saarahasad/Image-Recognition-using-a-CNN
A simple image recognition tool that classifies whether the image is of a dog or a cat.
saarahasad/Interactive-Vending-Machine-Base-Code
This is a customer engagement activity at any experience zone where advertisers place their kiosks. The machine detects heat, sound and running activity of a person, vending out either a branded merchandise, product or a ticket that can be redeemed on reaching a threshold.
saarahasad/natural-language-processing
Resources for "Natural Language Processing" Coursera course.
saarahasad/Routing-Information-protocol-demo-using-OpenGL
Demonstrates working of Routing Information Protocol
saarahasad/SMS-Spam-Detector
Detects if a message is spam or not.
saarahasad/Weather-and-News-Information-Android-App
Forecast is an android application developed using Java which serves the user with updated weather forecast as well as updated and accurate news from global news networks. It’s features: 1. Provides current weather update for any city in the world. 2. Provides 10 day forecast for any city in the world 3. View map of any inputted location 4. Provides news headlines of 30 news networks from all around the world 5. Detailed news articles of more than 30 news networks from all around the World
saarahasad/Youniverse-Android-App
This application is aimed at processing and analysing the user’s social media data(twitter) as well as other input data and provides a report related to the user’s data. It makes use of various APIs - Twitter, Zomato, The MovieDB, Last.fm