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Personal-to-do List

Design and develop a Web/Mobile application that is used to manage andprioritize the tasks/goals to be completed.


specification and constraints

  • Have an input field to get the task.

  • Have a submit button to save the task

  • The task can be stored in a local variable. Database notcompulsory.

  • Have a feature to rearrange the task based on the user priority.

  • The design should be responsive and it should be compatible withall devices.

  • The application should have good UI/UX.

  • If it is a web App use HTML5 semantic elements.

Simple calculator

Design a Web/Mobile application that performs simple arithmetic operationslike addition, subtraction, multiplication, division.


specifications and constraints

  • Have an input field to get input values

  • Display a drop-down list/button to choose an operation

  • Have a button to display the result

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Simple Unit Converter

Design a Web/Mobile application that performs Simple unit conversion likekilos to pounds, meters to yards, Celsius to Fahrenheit and vice versa.


specifications and constraints

  • Have an input field to get input value

  • Display a drop-down list to choose a conversion

  • Have a button to display the result

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Love Percentage Calculator

Design a Web/Mobile application that calculates Love percentage.


specifications and constraints

  • Have two input fields to get two names

  • Have a button to display the result

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Flame Calculator

Design a Web/Mobile application that calculates Flame percentage. This codewill provide approximate values. We advise you not to take this seriously.


specifications and constraints

  • Have two input fields to get two names

  • Have a click button to display the result

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Hangman game

Build a hangman game as a web/mobile application, which is a word puzzlegame in which the player guesses the word within given chances and loses ifhe fails to find the word within those chances.


specifications and constraints

  • Have buttons for the alphabets

  • Alert user for every wrong guess and right guess

  • Update points for each correct guess

  • Alert player if he failed to find the word within the given chance

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Currency Converter

Design a Web/Mobile application that helps to check exchange rates andconvert from one to another.


specifications and constraints

  • Have an input field to get input currency

  • Have a drop-down list of currencies to choose one for converting

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Distance Calculator

Design a Web/Mobile application that helps to find the distance betweencities and calculates the flying and driving distance in both kilometresand miles.


specifications and constraints

  • Have two drop-down lists from and to for choosing cities

  • Have a find distance button to display the result

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Time Zone Converter

Design a Web/Mobile application that converts time instantly as you type between major world countries, cities and time zones in both directions.


specifications and constraints

  • Have an input field to get input time

  • Have a drop-down list for choosing a country/city/time zone to beconverted

  • Have a feature to convert time in both directions

  • The design should be responsive and compatible with all devices

  • The application should have good UI/UX

  • If it is a Web App use HTML5 semantic elements

Password Generator, This allows you to generate random passwords. Inspired by XKCD and Password Hay Stacks.
eg: https://xkpasswd.net/s/

CGPA calculator & stores it. Can view when you need it.

Write a gold rate calculator webservice and consume it

DIGITAL CLOCK USING APPLET  (JAVA) : This is a very simple project that can be attempted by java beginners. Digital clock can be created by using the Calendar and SimpleDateFormat class. 

BMI CALCULATOR:(sql)


In this project you have to calculate the BMI using height and weight of the person.use sql to retrieve data from database and store the result as new column BMI in the existing database.

SHOPPING MART:(web)


Design a page for shopping mart with their items and price.Calculate bill for the user after purchasing his/her needs.Maintain a database (sql,oracle)for customers with their personal details.This can be one by using reactjs/angularjs/bootstrap for front end and PHP,ruby,python for back end.

QUIZ WEBSITE:(web)


Design a web page for quiz competition and display the results for the candidates after completing the quiz.store the results in database(sql,oracle) and display the top 5 candidates in the home page. This can be one by using reactjs/angularjs/bootstrap for front end and PHP,ruby,python for back end.

Count no. of Visitors Using your app

Create a simple static page that FB users can like

Simple Quiz platform with adapative questions

Simple Youtube Player which would allow you to create custom playlists depending on your mood.

Simple reminder system.

A single page app allowing to search for a movie and displaying the trailer and the poster.

Create a site with following pages
   1. Login 
   2. Register 
   3. Resume display - This will be available only when you login.
   4. Logout button in Resume dispay page (using session).

Tech Stack
   1.LAMP / Django / FLASK / MEAN / ROR
   2.Frontend: HTML5,CSS3 , JS & Bootstrap or any UI framworks

Build a simple notepad with the basic features like create new document, save , undo ,redo.

Build an IP Subnet Mask Calculator enables in any programming language of your choice. Sub net calculator takes the subnet network. It does calculations using network class, IP address, subnet mask, subnet bits, mask bits, maximum required IP subnets and maximum required hosts per subnet.Results of the subnet calculation provide the hexadecimal IP address, the wildcard mask, for use with ACL (Access Control Lists), subnet ID, broadcast address, the subnet address range for the resulting subnet network and a subnet bitmap. For classless supernetting, please use the CIDR Calculator. For classful supernetting, please use the IP Supernet Calculator. For simple ACL (Access Control List) wildcard mask calculations, please use the ACL Wildcard Mask Calculator.


OpenAQ(Global Air Pollution Measurements-https://www.kaggle.com/open-aq/openaq

Predict the Air quality based on the given dataset.


Sign Language Digits Dataset-https://www.kaggle.com/ardamavi/sign-language-digits-dataset

Predict the sign language based on the given dataset.


Identify the type of IRIS Flower species-https://archive.ics.uci.edu/ml/datasets/Iris

Identify the iris flower species based on the given dataset.


Car Evalution -https://archive.ics.uci.edu/ml/datasets/Car+Evaluation

Evaluate the Car based on the given dataset.


Heart Disease -https://archive.ics.uci.edu/ml/datasets/Heart+Disease

Diagnose the Heart Disease based on the given dataset.


Human Activity Recognition Using Smartphones -https://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones

Recognise Human activity based on the given dataset.


Bank Marketing - https://archive.ics.uci.edu/ml/datasets/Bank+Marketing

Use the dataset to make a customer profile inorder to market the right bank products to them.

Design a logo that is simple but looks nice... The business name is 'PSFM Tax Services'. Please. Do not just use a random logo image from shutterstock.

Design a creative 404 error page and landing page for online kids toys shop page

Create a poster for Oil painting class and a separate poster for the artist.

Create a poster for Thanksgiving day with and without offers in the poster.

Create set of posters for Halloween celebrations in a automobile workshop/company

Guitar themed posters for a music shop Insta/FB.

TIME TABLE ANDROID APPLICATION:(android)


Class time table project main objective is to develop an android app which can help institutions, schools or colleges faculty members to plan and schedule classes and batches using their smartphones.

PUBLIC NEWS DROID:(android)


Public News Droid is an Advanced and Informative System helping the users to know the news, articles or any interesting things happening around their Locality. This System helps the local public to keep themselves up to date about the happenings around their vicinity or locality or in their City.

ROCK PAPER SCISSOR GAME:(java,python..etc)


It is a simple project where you have to create the game of rock-paper-scissors. The player will have to pick rock, paper or scissors and the computer will choose the move. Then the winner will be decided and the results printed.

HANGMAN:(C++,java,python..etc)


This project is a simple guessing game. One player thinks of a word an other player need to guess the words letter by letter with certain no of guesses.for each wrong guess a hanging doll part will be drawn one by one if it reaches the final position then the game is terminated.

ONLINE ATTENDANCE MANAGEMENT TOOL (WEB-BASED)


An online Attendance Management System is an innovative way to monitor and track the attendance of students/employee. Also this provides a transparency in the system so that each student can view their attendance from anywhere , anytime. This can be done using reactJS/ angularJS/ bootstrap/ nodeJS/HTML for front end and PHP/ Ruby/ Python/ Java/ .Net for backend and database tools such as MySQL/ Oracle/ SQL Server can be used.

Create your own search engine

URL shortener

Twitter client, Login via Facebook, front-end validation on tweet length, follow/unfollow users, only show tweets from your friends, user profile, tweet page

CRUD app to manage a hospital with doctors, secretaries, patients, appointements

Make a list which would automatically play your favorite Youtube songs. Add a search functionality for new songs from Youtube and Personal photo gallery.

Put a list of things you want to remember and make the system send you an email on a certain time.

Display weather details of a selected city using Yahoo or Google Weather API.

Create an Android app with following features.
1.Should have a Login.
2.After login, in the home page it should display a list of videos fetched from a youtube channel.
3.A Live feed of user activities similar to GUVI Live Feed.


Credit Card Fraud Detection - https://www.kaggle.com/mlg-ulb/creditcardfraud

Predict a Credit Card transaction is Fraud or genuine based on given dataset


Trending Youtube Video Statistics -https://www.kaggle.com/datasnaek/youtube-new

Predict a Sentiment analysis based on given dataset


Blood Cell Images-https://www.kaggle.com/paultimothymooney/blood-cells

Diagnosis the blood-based diseases based on given dataset


Text Normalisation:https://www.kaggle.com/c/text-normalization-challenge-english-language

Convert the text from written expression into spoken form based on given dataset


Dog vs Cat Imagine Recognition:https://www.kaggle.com/c/dogs-vs-cats

Recognise the image contains Dog or Cat based on given dataset


Flowers Recognition:https://www.kaggle.com/alxmamaev/flowers-recognition

Recognise the plant from the images based on given dataset

Exercise Tracker:
Exercise Tracker is a revolutionary app for the fitness buff. Exercise Tracker uses the built-in sensors of Android Wear and Apple Watch to automatically detect exercises and count repetitions. This product offers apps for iOS, Apple Watch, Android, and Android Wear.The companion phone app allows you to track your exercise pattern and display the summary of the workouts done and calories burnt. I should have a food recommendation page for the user.  Design pages and flows for the above.

Evernote Web App Redesign
* Focus on finding things fast and taking a note quickly.
* Speed. The app should load quickly and help people perform a variety of key actions quickly.
* Write, Find & Chat are the basic features needed.

Meeting scheduling web app
Here are our goals for this design:

* Allow the users to Schedule a meeting and share it with the participants.

* Allow users to answer the question “When it’s 10 PM in Tokyo, what time is it in NYC?”, etc.
* Allow users to schedule meetings between people in different time zones

Canva Redesign
Mobile App Homepage for Canva app and construct two personas for the same .Pricing Page for a Canva.

HOME AUTOMATION SYSTEM (IOT)


It is an IOT based project which involves automating all the electronic appliances available in home through an application that is available in a mobile phone. Connectivity can be done using Bluetooth or wifi.


HARDWARE REQUIREMENTS : Arduino UNO, personal computer (for Programming Arduino),serial USB CABLE, LED's, smartphone( with the application installed), bluetooth module or wifi module, jumper wires, breadboard.

REMOTE CONTROLLED ROBOT (IOT)


This is an IOT based application in which an infrared remote controller is used to control a robot. These kind of robots or controlled devices can be used as personal assistances in laboratories and other working environments.


HARDWARE REQUIREMENTS : Arduino UNO, personal computer (for Programming Arduino), Motor controller, Distance sensor, Vehicle kit, serial USB CABLE, LED's, smartphone( with the application installed), bluetooth module, jumper wires, breadboard.

DISTRIBUTED BANKING SYSTEM (DISTRIBUTED COMPUTING)


This project depicts a fault tolerant banking system. It is composed of three main entities: an ATM, a Consortium and a Bank. The execution flows starting from the ATM, which creates a request message to be forwarded to the Bank through the Consortium. It done using a open source computing technology namely remote method invocation(RMI).

LECTURE INTERACTION SYSTEM (DISTRIBUTED COMPUTING)


System that analyzes students' responses to lecturers' questions to look for common misconceptions, and allows students to ask questions to the lecturers. It can be done using remote method invocation(RMI).

SIGN TO SPEECH USING THE INTERNET OF THINGS (IOT):


Differently abled and mute people use gesture-based communication method to convey their thoughts and the most common medium are hand gestures.An innovation to help deaf and Mute people to communicate with others is a relevant solution, thanks to Internet Of things there is a way to get everybody and everything talking. In this video find out how you can build your own sign to speech IoT project for enhancing this mode of communication.


HARDWARE REQUIREMENTS : arduino UNO, regulated power supply, FLEX sensors, LED’s, breadboard, jumper wires, personal computer (for programming the arduino), serial USB cable, jumper wires.

GARBAGE MONITORING SYSTEM:(IOT)


This is a IOT project that monitors the garbage level in the dustbin and updates the information to the user through mobile application so according. to that the user can dumb the waste. Functions include if it exceeds the limit then set an buzzer to intimate the user.


HARWARE REQUIREMENTS:Arduino uno,wifi module,ultrasonic sensor,buzzer

SMART PARKING SYSTEM: (IOT)


This is a IOT project used in car parking areas .when a user arrives the parking area then they get an intimation like parking space is available or not,if not then when space is available appropriate message should be sent to user that parking space is available.


HARWARE REQUIREMENTS:(Arduino Uno,wifi module)/raspberrypi,IR sensors

HEART RATE MONITORING SYSTEM:(IOT)


This is a IOT project which monitors the heart beat and update the information to the user with some interval.if it experience any abnormal activities then send an message to user’s friends/relatives through mobile application.


HARWARE REQUIREMENTS:Arduino Uno,pulse sensor,LCD,Wifi Module

SMART IRRIGATION SYSTEM:(IOT)


This is a IOT project,In this system, based on the soil type, the water will be provided to the agricultural field. In agriculture, there are two things, namely, the moisture content of the soil as well as the fertility of the soil. This type of technique is driven by on/off schedule using electrical power.


HARWARE REQUIREMENTS:Arduino uno,soil moisture sensor

MOBILE(LOCATION BASED) ADVERTISING SYSTEM WITH VOICE:


This project uses GPS ,voice circuit that can identify the current location of the mobile based on that it announces the advertisements stored in database to the user.


HARWARE REQUIREMENTS:micro controller,voice circuit,gps receiver

VOICE CONTROLLED ROBOT:(IOT)


This project Voice Controlled Robotic Vehicle helps to control robot through voice commands received via android application. The integration of control unit with Bluetooth device is done to capture and read the voice commands. The robotic vehicle then operates as per the command received via android application.


HARWARE REQUIREMENTS:8051 Micro controller,PCB,Bluetooth module

Create a web page (Asp.NET) with text area, into which text can be typed or pasted.  -
Another text box can accept a ‘search string’. When a button is clicked, the text in the text area is searched for the ‘search string’ and the number of occurrences is displayed.

Word comparison is case insensitive, which means, ‘cat’ and ‘Cat’ and ‘CAT’ are the same word.

Create a web page (Asp.NET) with drop downs and a ‘swap’ button.  -
Clicking on the button should swap the contents of the two dropdown boxes.

Create a web page (Asp.NET) to check if a given string is a valid email address or not
(without using regular expressions).  -

A valid email address should should satisfy the following conditions :
• The email address must have @ character
• Only one @ character should be entered
• The email address must have .(dot) character
• There must be atleast 2 characters between @ and .(dot)


If you write the program using regular expression, kindly satisfy the following conditions also :
a. Email id should have 4 digit number before the @ symbol
b. At least 2 character after the @ symbol

Your Task is to create a 3D portal using Augmented Reality that connects a virtual environment with the Real World, the user can Travel from one part of the world to another and vice versa. When the user enters the portal he/she can experience whether a real 360 video or else a 3D model environment. The choice is up to the developers  

Tools:

    The Developer is encouraged to use the following tools,

  1. Unity (Game Engine)
  2. AR Core/AR Kit

   Poratl 3D model

 solve and get chance to work with juspay  -

MEETUTU - ​The joy meeting an expert teacher, for the craving learner.

Create an android application that connects people in 1 km vicinity matching those who can Teach with

those who want to Learn. The app should allow anyone to signup for teaching / learning.



Screens

Signup Screen

  •  Email, Name (sign in with google) ­ required
  •  Mobile number ­ required
  •  I can teach (keywords) ­ optional
  1.  Provide an option to pick keywords from the your linkedin account
  2.  Provide an autocomplete text box that helps adding keyboards
  •  I want to learn (keywords) ­ optional
  1.  Provide an autocomplete text box that helps adding keywards

Local Scan Screen

  •  Show map with the following information displayed in realtime
  •  All the experts who can teach you (use icon like ‘T’)
  •  All the seekers whom you can teach (use icon like ‘L’)

Request Meet Screen

  •  A seeker / wannabe teacher can request a 1:1 meeting.
  •  Ability to chat & share location (connect with whatsapp?)

General Instructions

  •  UI/UX Design: Take all the freedom to design the UI that you think is right. Unleash your creativity.
  •  Server:
  1.  Preferably use a hosted server like Google Appengine / Parse / Linode etc. In that is not possible, you can run the server in your own laptop.
  2.  Perferably use websockers for instant realtime updates.
  •  You can form teams up to 3 members per team.

 solve and get chance to work with juspay  -
Build Gamified Interactive Resume
Create Gamified and Interactive Personal Resumes with JavaScript and Advanced HTML Elements

 solve and get chance to work with juspay  -
Develop an Online Music Player using JavaScript and Advanced HTML Elements
Develop an Online Music Player with Advanced Features

Machine learning projects :
Compare the performance of Linear, Polynomial, RBF kernels on A9A dataset (https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#a9a) . It is required to find the optimal kernel parameters (C, gamma, degree) using cross validation. For the best parameter setting, the expected output is a table with P,R,F1 scores for both positive and negative classes.

Machine learning projects :
Using 20 Newsgroups dataset ( http://qwone.com/~jason/20Newsgroups/), demonstrate a method for finding similar news articles, given a sample news article as a query.

Machine learning projects :
Demonstrate an image compression strategy just by using Singular Value Decomposition technique applied on the sample image Grey scale pixel matrix. Identify the best K value (parameter of the SVD), for which best compression without sacrificing image quality is achieved.

Machine learning projects :
Using Logistic Regression (L1 regularization), identify the key feature columns (feature selection) for the Epsilon dataset (https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#epsilon). Compare it against the features selected by Decision Tree method (features used for splitting data are the selected features).

Interactive Image Vamp Up ., http://tympanus.net/Tutorials/ImageVampUp/

Your own music player

Social network

Contribute To Open Source chat application

Basic forum:Login/Register, make a topic, leave replies, edit content, delete content. Create different permissions for different users – simple users should only be allowed to edit (not delete) the topics and replies that were created by them. Admins should be able to delete and edit anything.

Tetris.

Session reader is a tool for LAMP and WAMP services that displays all current session information on the screen. It is useful for debugging Web applications.

build a blog engine for yourself that you will use to write your own blog.

Create A Browser Extension.

Web based instant messenger

Web based instant messenger is the chat application which is developed using PHP and MySQL. This is the web application which works in all the browser. This project works like Yahoo messenger or google hangout.  This has options of quick and easy way to chat with all members.

Features of the project:

It is the web application which works like standalone project.

This is useful for community websites where user can chat quickly and easily.

Web based messenger can be integrated with any site with small changes.

This is very similar like Yahoo messenger or google hangout.

This will display how many staff logged in, Number of online users and number of offline users.

If the person is offline then the user can send offline message to the user.

Modules of the project:

Registration module: In the registration module user must enter login id, password, email id, name, etc. after the registration user can login to the system.

Login module: The registered user can login to the system by entering login id and password. After the login the system redirects to chat window.

Lost login module: This is the forgot password module where user can recover password by entering login id and password.

Profile module: User can update their profile details.

Chat module: The chat window displays all the user details and It categorizes online users and offline users in the chat window.

Message module: In the message module the user can send offline messages. If the person is offline then the user can send offline messages to the person. Offline messages stores in the messaging module.

The Movies Dataset-https://www.kaggle.com/rounakbanik/the-movies-dataset

Create a Film Recommendation Engine based on given dataset.

QuizBuilder
Build a quiz-crafting tool. It’ll be the go to place to make viral quizzes like those from Buzzfeed or the infamous “Harry Potter House Sorting Quiz.

MusicPlayer
Use the Spotify api to create an application that lets you discover music. It will help you find top songs, trending artists, and explore new genres. If you want to get really advanced, how about a music suggestion feature?

MemeGenerator
Make an advanced interface for creating memes! Allow the user to upload an image, write a caption, and build a meme with the Imgflip api. To take it to the next level, allow the user to share their meme on Twitter, Facebook, and other social platforms.

Tweetdeck
Plenty of us have multiple twitter accounts. There’s one for your personal life, work, side startup, and more. Managing them all can be tricky. So build an interface that allows you to see the feeds from them all on one page. Better yet, add liking, tweeting, and retweeting capabilities.

EventFinder
Create a dashboard where users can publish upcoming events. Also, enable an invitation feature through emails. To get a good list of upcoming events, use the Eventbrite api.

CustomForum
Build a forum application where users can submit topics and comment on them. To step it up a notch, add a liking feature. Mix in direct messaging if you’re extra ambitious.

MyMedium
Build your own version of medium from scratch. Users can create stories, “heart” them, and follow other users.

YouTubeDirect
Build your own version of YouTube using their api. Use it to only show videos from channels you specify. For extra utility, make a parental feature that allows you to block certain channels.

CREDIT CARD FRAUDULENT DETECTION:(data mining)


The system stores previous transaction patterns for each user.Based upon the user spending ability and even country, it calculates user’s characteristics.More than 20 -30 %deviation of users transaction(spending history and operating country) is considered as an invalid attempt and system takes action.

MAZE GAME USING ARTIFICIAL INTELLIGENCE(AI)
  Pathfinding algorithm addresses the problem of finding the shortest path from source to destination and avoiding obstacles. One of the greatest challenges in the design of realistic Artificial Intelligence (AI) in computer games is agent movement. Pathfinding strategies are usually employed as the core of any AI movement system. In this work, A* search algorithm is used to find the shortest path between the source and destination on image that represents a map or a maze.

DETECTION OF PHISHING WEBSITES (MACHINE LEARNING)


Dataset: https://archive.ics.uci.edu/ml/datasets/Phishing+Websites
               To save a platform with malicious requests from malicious websites, it is important to have a robust phishing detection system in place detection of phishing websites is important. For this machine learning algorithms such as support vector machines, random forest can be used

COMPUTER MALWARE DETECTION (MACHINE LEARNING)


Dataset: https://www.kaggle.com/c/malware-classification/data


         This project aims at successfully distinguishing between malware files and clean files that are available in the computer. It can be done using machine learning algorithms such as logisitic regression, support vector machine, random forest etc.,

HANDWRITTEN DIGIT CLASSIFICATION USING MNIST DATASET (MACHINE LEARNING)


Dataset

http://yann.lecun.com/exdb/mnist/

            Mnist dataset is small in size so it easy for it to fit into computer. Mnist dataset is like the “hello world” for image classification problems. Given handwritten characters as input to the machine learning model,it identifies the character and gives it in textformat

CUSTOMER TARGETTED ECOMMERCE (MACHINE LEARNING)


                  For making strong relationship with the users it is very important to focus on the customer as a whole and making sense of a flood of real-time information that goes well beyond demographics or shopping behavior. User need to register with basic registration details to generate a valid username and password. After the user logins, it can view all the products that are recommended on the homepage compiled by the system based on user’s information. From the recommended products, the user can even further view its details and then if interested to buy, the system gives add to cart option for purchasing the product.

SECURE E-LEARNING (MACHINE LEARNING AND NETWORK SECURITY)
                             e-learning platform has been divided into two important part; first part is learning data has to be secured, for securing data we has used file encryption and decryption technique, and second part comes use of data mining techniques and concepts for huge data storage.

CRIME DETECTION USING MACHINE LEARNING (MACHINE LEARNING)
                       The system proposes to extract data from crime record repositories, on which they intend to perform data mining. Data classification and regression algorithms then help in forecasting and predicting this is proposed to be done by first training a set and then applying the learned rules on the test set in order to determine the predicted output. Using this, law enforcement agencies can better understand how the crime pattern across a certain region, or interval of time is, and using this data, such agencies can take proactive action to stem the rise of particular crimes in particular regions, or during particular times.

AUTOMATED IMAGE CAPTIONING (DEEP LEARNING)


Dataset : http://nlp.cs.illinois.edu/HockenmaierGroup/8k-pictures.html
                 This is a deep learning project which automatically captions the image that is given as input.  Once the input is given the model understands the objects that are present in the image and finally captions the image. For this process two types of neural network namely convolutional neural network and recurrent neural network are used.

LIVE OBJECT DETECTION (DEEP LEARNING)


               This is a deep learning based project which is able to find a realtime object and name it. It requires a webcamera through which the model views the object and detects it. It can be enhanced such that even if multiple objects are available in a single frame the model should be able to find all those objects.

OBJECT RECOGNITION FOR BLIND PEOPLE(DEEP LEARNING)


            Given an image as input the model identifies the object and converts it to a text using the traditional convolutional neural network and recurrent neural network and then the text output of RNN is given as input to a text to speech convertor and thus this can be used by blind people as it reads out the identified object.

FACE RECOGNITION (DEEP LEARNING)


            Face Recognition is a recognition technique used to detect faces of individuals whose images saved in the data set. Face recognition has always remained a significant focus of research because of its non-meddling nature and because it is people’s facile method of personal identification. Algorihms like CNN and RCNN can be used for this.

PREDICTING AND SIMULATING TRAFFIC (BIG DATA ANALYTICS)


               The problem of simulating and predicting traffic for a route has been a long-standing problem. Models for correctly simulating traffic with real-time data have been made. However, taking it further, there is a need to develop models which can properly predict traffic. Some frameworks to start with are OpenTraffic and SuMO.

NETWORK-BASED INTRUSION DETECTION (NETWORK SECURITY)


                        Network-based intrusion detection, also known as a network intrusion detection system or network IDS, examines the traffic on your network. As such, a typical NIDS has to include a packet sniffer in order to gather network traffic for analysis. This comes under network security domain.

SMS SPAM CLASSIFICATION:(Machine learning)


DATASET: https://www.kaggle.com/uciml/sms-spam-collection-dataset

        This is a machine learning project is to classify the spam and ham sms from the dataset.Load the dataset,preprocessing(extracting repeating words) and split data for train and test.This is supervised learning so with the help of label we have to train the model and during testing  the model classifies the spam and ham sms.

EMOTION RECOGNITION:(Deep Learning)


DATASET:

https://www.kaggle.com/deadskull7/fer2013

                       This is a deep learning project uses CNN to classify the image or video or audio(dataset is given for images) according to emotions(sad,happy,anger etc).It is a supervised learning in which the emotions are labelled as 0,1,2 etc as sad,happy respectively.

CHATBOT:(ARTIFICIAL INTELLIGENCE)


                  A Student bot project is built using artificial algorithms that analyzes user’s queries and understand user’s message. This System is a web application which provides answer to the query of the student. Students just have to query through the bot which is used for chatting. Students can chat using any format there is no specific format the user has to follow. The System uses built in artificial intelligence to answer the query.

QUESTION PAPER GENERATOR SYSTEM:(Artificial intelligence)


                   It allow administrator to input a set of questions and respective answers for option ticking. We also allow admin to provide weight age and complexity for each of these questions. After this the questions are stored in database along with their weight age. Now on question paper generating time the admin just has to select the percentage of difficulty. On this selection the system selects questions randomly in a way that their weight age makes up for 100 marks and according to difficulty that admin chooses the questions are chosen based on their complexity level.

PRODUCT REVIEW ANALYSIS:(data mining)


                   Product review analysis is a web application which consist multiple products added by admin to review an users need to rate and review them. The System takes reviews of various users, based on their personal opinion, system will specify whether the posted product is good, bad, or worst. 

Front End Developer -

https://xd.adobe.com/view/8d8f133f-3748-4f20-7920-07a90b826294-fbbe/?fullscreen

Create a Web page by following the design in the above link. Read the User Data from a JSON file. Must use Vue.js and D3.js. Use dummy data for Radar Chart, Bar Chart and Heatmap.

Back End Developer -

Write an Django app with simple search box and extract and upload button. The webapp should connect to YouTube video via it's search API and extract the results for display. Also it should save the results in PostgreSQL or MySQL in a structured format. Feel free to use any frontend frameworks and go for your own db design.

Create a simple e-commerce platform in angular 8 with basic pages(Home Page,List Product,Create Product,Edit Product and View Product with ID), All the HTML designs are in zip
folder attached with this mail, All the required API are listed in this document below
Login
POST Method
DATA : {
"email":"admin@gridsandguides.com",
"password" : "admin@123"
}
Url : https://angulartaskapp.herokuapp.com/api/app-users/login
Product List
GET Method
Url : https://angulartaskapp.herokuapp.com/api/products
Create Product (Authenticated users only)
POST Method
Data : {
"productName": "string",
"ratting": 0,
"inStock": true,
"category": "string",
"description":"string",
"price": 0
}
Url : https://angulartaskapp.herokuapp.com/api/products
Edit Product (Authenticated users only)
PATCH Method
Data : { "productName": "string"}
Url : https://angulartaskapp.herokuapp.com/api/products/
Get Product by ID
GET Method
Url : https://angulartaskapp.herokuapp.com/api/products/.

Create a simple e-commerce platform in React with basic pages(Home Page,List Product,Create Product,Edit Product and View Product with ID)

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