Netflix Movie Recommendation System Project on Machine Learning

A flask web-app which can be used to get recommendations for a tv-show/movie, the app recommends a list of media according to the input.

Problem Description

Netflix is all about connecting people to the movies they love. To help customers find those movies, they developed world-class movie recommendation system: CinematchSM. Its job is to predict whether someone will enjoy a movie based on how much they liked or disliked other movies. Netflix use those predictions to make personal movie recommendations based on each customer’s unique tastes. And while Cinematch is doing pretty well, it can always be made better.

Now there are a lot of interesting alternative approaches to how Cinematch works that netflix haven’t tried. Some are described in the literature, some aren’t. We’re curious whether any of these can beat Cinematch by making better predictions. Because, frankly, if there is a much better approach it could make a big difference to our customers and our business.

Problem Statement

Netflix provided a lot of anonymous rating data, and a prediction accuracy bar that is 10% better than what Cinematch can do on the same training data set. (Accuracy is a measurement of how closely predicted ratings of movies match subsequent actual ratings.)

Data Overview

Source of Data : https://www.kaggle.com/netflix-inc/netflix-prize-data

Data files : combined_data_1.txt combined_data_2.txt combined_data_3.txt combined_data_4.txt movie_titles.csv

The first line of each file [combined_data_1.txt, combined_data_2.txt, combined_data_3.txt, combined_data_4.txt] contains the movie id followed by a colon. Each subsequent line in the file corresponds to a rating from a customer and its date in the following format:

CustomerID,Rating,Date

MovieIDs range from 1 to 17770 sequentially. CustomerIDs range from 1 to 2649429, with gaps. There are 480189 users. Ratings are on a five star (integral) scale from 1 to 5. Dates have the format YYYY-MM-DD.

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Attendance Management System Java Mysql NetBeans IDE

Attendance management System is Java Swing project for tracking students attendance. Talking about the project, it contains an admin side and a user side where a user can view attendance. The admin plays an important role in the management of this system. In this project, the Admin user has to perform all the main functions from the admin side. This system is in NetBeans IDE and supports MySQL as backend.

Attendance Management System Features List :-

  1. Teacher  Login.
  2. Teacher  Register.
  3. Teacher add Students.
  4. Teacher edits Students.
  5. Teacher updates Students.
  6. Teacher add attendance.
  7. Teacher View attendance.
  8. Students Login
  9. Students Register
  10. User View attendance.

Technology Used :

  1. Front end : Java Swing.
  2. Database :Mysql Database
  3. IDE Used : Netbeans 8.2 RC

How to run the Payroll System using Java source code

The following are the software that you’ll need in order for this program to run:

Step 1: You must have Java Development Kit Software. you can download the JDK in this website

Step 2: You must have Netbeans 8.2 .

Step 3: Install XAMPP

Step 4: Download the Source code below

Step 5: Setup the database

Download Link

 

Payroll Management System Java Swing NetBeans IDE Mysql

Payroll Management System Project in Java Netbeans With Source Code is built fully in Java/MySQL Database. It has full-featured Graphical User Interface (GUI) with all the basic functionalities of a typical Payroll System used the company. With this  payroll management system in Java Netbeans IDE intended to help the company manage their employee payroll efficiently.

The employee payroll management system is a java project developed using NetBeans with backend MYSQL as the database. In this project, the user will find the login module appearing on the home page. The user has to enter the username and password in order to get logged into the system as the system administrator.

When the user gets logged in the system he can then do the following features:

  1. Add Update Delete Search
  2. Employees from the System
  3. Add Update Delete
  4. Salary details
  5. Add Update Delete
  6. Leave details
  7. Generate and Print Pay Slips
  8. Database file is also included
  9. GUI is done using Java Swing Framework

Technology Used :

  1. Front end : Java Swing.
  2. Database :Mysql Database
  3. IDE Used : Netbeans 8.2 RC

How to run the Payroll System using Java source code

The following are the software that you’ll need in order for this program to run:

Step 1: You must have Java Development Kit Software. you can download the JDK in this website

Step 2: You must have Netbeans 8.2 .

Step 3: Install XAMPP

Step 4: Download the Source code below

Step 5: Setup the database

Download Link

Buy Now Project Report ₹501

 

Multi Service App | UrbanClap Clone | Android App with Admin Panel

Multi Service App | Urbanclap Clone | Android App with Interactive Admin Panel | Take your business online with our on-demand ordering app development today! Provide Customers with On-demand Home Services. Whether you are planning to offer commercial home services like plumbing, electrical, carpeting, cleaning, salon, pest control, painter, massages or a home-based beauty services or a fitness service or a decoration service

Multi Service App – Admin Features:

  1. Admin can see the Pending, Process, Cancel, Completed, Total Orders, Total Sales, Total Main Category, Total Banner, Total Main Category Total Banner, Total Payment Gateway, Total Sub Category, Total Child Category, Total Add On, Total Timeslot & Date, Total Partner, Total Partner Service , Total Credit Package, Total Section, Total Section Service, Total City, Total Customer, Total Testimonial
  2. Admin can create unlimited City
  3. Admin can create unlimited Main Category with Subtitle, image and video
  4. Admin can create unlimited Sub Category with image and video
  5. Admin can create unlimited Child Category with image
  6. Admin can create unlimited Add on basis of Main Category with title, price and image
  7. Admin can create unlimited Time Slot & Date with Current Or Next Date, Date + Day(Total days running) & Time slot
  8. Admin can create unlimited App home banners with Clickable
  9. Admin can create unlimited country code
  10. Admin can create unlimited Testimonial
  11. Admin can check Partner records anytime with Active or Deactivate, Approved or reject
  12. Admin can create unlimited Partner Services
  13. Admin can check Partner Payout
  14. Admin can take commission new joined partner
  15. Admin can create Push Notification for customer & partner
  16. Admin can create unlimited Credit Packages(Wallet amount add)
  17. Admin can create unlimited App home screen Dynamic Sections & Offer Service like our demo app
  18. Admin can check Pending Order List where order can accept or reject and Print the order
  19. Admin can check Complete Order List
  20. Admin can check Cancelled Order List
  21. Admin can check Customer Information & Details
  22. Admin can manage edit or change the status or payment method dynamically
  23. Admin can change Setting for Payment Method: Cash on Delivery (COD), PayPal, Razorpay, Stripe
  24. Admin can change Setting for Notification OneSignal API and Firebase OTP verification API
  25. Admin can change Setting for the username and password for admin panel
  26. Admin can change Setting for currency($,₹,€,£,¥ etc)
  27. Admin can change Setting for Time zone
  28. Admin can change Setting for Signup Credit & Refer Credit
  29. Admin can change Setting for Partner Withdraw Limit
  30. Admin can change Setting for SMS Twilio Account
  31. Admin can change Setting for logo, favicon, website title for admin panel
  32. Admin can change Setting for Privacy Policy, About us, Contact us, Terms & Condition page
  33. Fast, Optimized and Powerful admin
  34. Beautiful UI
  35. High Quality
  36. Easy configuration

Multi Service App – Customer App Features

  1. Easy to Sign up & Sign in with Mobile Number Verification
  2. Sign in with Mobile number/Email
  3. App Home screen services and category managed by admin
  4. Services Details & Information.
  5. Product Details with Multiple Images and Product Description
  6. Easy to Add to cart and Orders
  7. Select Date & time slot for booking service
  8. Wallet redeem amount
  9. Quick Payment Gateway(Cash on Delivery (COD), PayPal, Razorpay, Stripe)
  10. User can add / update / delete Multiple Address
  11. User can update profile anytime
  12. User can check service tracking status with all status
  13. User can check all service details info
  14. User can cancel the service
  15. User can check Privacy Policy, About us, Contact us, Terms & Condition page
  16. User can check Notification
  17. User can change the Forget Password with Mobile OTP verification
  18. User can check the order details status Complete, Processing, Pending and history of service
  19. User received notification once the service Accepted, Delivered & Completed
  20. Easy and Understand Design

Multi Service App – Service/Partner App Features

  1. Easy & Quick Sign-In / Registration / Forget Password
  2. OTP Verification
  3. New Lead Approved Instant Notification
  4. New, Ongoing, Complete lead with details Customer Location, Services & Addon details.
  5. New Lead Partner can Accept / Reject / Complete
  6. New Lead brief details – Credit earn for each upcoming lead
  7. See on Map user current location path draw
  8. Call customer
  9. Credit Management – Income, Expense, Total Transaction
  10. Credit Add with payment gateway
  11. Assigned service partner on same category users all get notified by new each lead working like First come first serve(FIFO)
  12. Profile Update

For Live Demo & Enquiry  :

WhatsApps : +916263056779

Email : official@projectworlds.in

Script Come With :

  1.  Free Installation support
  2. Free technical support
  3.  Future product updates
  4.  Quality checked by PROJECTWORLDS
  5.  Lowest price guarantee
  6.  3 months support included

Ecommerce Shopping Price Comparison Website using Web Scraping | PHP Projects

Ecommerce Shopping Price Comparison Website using Web Scraping | PHP Projects . A PHP based website that provides price comparison over various online shopping website such as Flipkart , Amazon  to provide best price for the same product using web scraping (PHP simple DOM) .

Web scraping lets you collect data from web runners across the internet. It's also called web crawling or web data birth.
PHP is a extensively used backend scripting language for creating dynamic websites and web operations. And you can apply a web scraper using plain PHP law.
But since we don't want to resuscitate the wheel, we can work some readily available opensource PHP web scraping libraries to help us collect our data.
In this tutorial, we will be agitating the colorful tools and services you can use with PHP to scrap a web runner. The tools we will bandy are Guzzle, Goutte, Simple HTML DOM, and the headless cybersurfer Symfony Catamount.

Project inspired by github
Note before you scrape a website, you should precisely read their Terms of Service to make sure they're OK with being scrapedScraping data – indeed if it's intimately accessible – can potentially load a website's waiters.

Features

  1. Search bar to search products over various websites.
  2. Websites include Amazon, Flipkart
  3. Latency from the point of clicking from search button to getting results is less than 5 seconds.
  4. Visit to site button ,provides direct redirection towards the clicked website.
  5. Supports multi-word queries in Search bar.
  6. Built on PHP Simple DOM web scraping platform.

Installing

extract in ..xampp/htdocs and run on localhost
or wamp/www/ 

Download Code

 

Student Counselling system Core Java, Swing, Netbeans

This is an Student Counseling System Java Swing. To run this project u need to install Netbeans with (java 1.8 ) recommended . Just  Download And run This Project uses File System as database.

Technology Used :

  1. Front end : Java Swing.
  2. Database : Sqlite Database
  3. IDE Used : Netbeans

Abstract of Student Counselling System

To ensure the quality teaching-learning process in Institutions, right from the entry of the student through competition, streamlining of admissions is one of the important parameters. With this view and to resolve the generic problems faced by the candidates, their parents, and state administration during Entrance test/counseling/admissions in all courses during admissions of student it is decided to be made based on the merit of entrance tests.

To bring in 100% transparency and to make the admissions highly cost-effective and to minimize the travel by the candidates and parents, The Student Counseling System is designed to enhance the counseling experience during the admission process. This system will provide great help not to the students but also to the parents who are there to invest money in children’s education.

The Student Counseling System is developing to improve the counseling, which fully works as online software. Through this system, the student will be able to report then register for the counseling as he is eligible after if the student is qualifying the criteria, then it will get the information regarding the colleges and the universities to which he can apply.

A student can also get information regarding how many seats have been booked and vacant seats available in the institution. This will help a student in selecting the branch in which they are interested and not what the colleges are offering. All this information will give in sort interval time to the student which speeds up the process reduce the institutes time.

This software is not only providing ease to the students but also helps the institution to manage their whole procedure of the counseling by minimizing the paperwork which decreases their carbon footprint on the environment and the time factor will also get minimized as all the process is happening online.

Project Features :-

  1. Student add , delete , edit.
  2. Student Subject Allotment.
  3. Student Branch Allotment.
  4. Student Counselling Result . 

Download Link