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Final Year Project For
Computer Science
AGENDA
03
01 Top Five
Domains
Projects from Each
Domain
Bonus Projects
02
Field Of Thought
Activity Or Interest
One over which you have control
and know in and out
The Top 5 Booming
Domains
Artificial
Intelligence
Web
Technology
Data
Science
Machine
Learning
IOT
Artificial Intelligence
It simulates human intelligence by
machines, especially computer
systems.
The model of AI exhibits all the
characteristics of humans, such as
learning and problem solving, etc.
01 Handwritten Digit
Classification Using CNN
02 News Classification Using NLP
03 Celebrity Image Classification
The projects you can conduct in this domain are
Artificial Intelligence
01 Handwritten Digit
Classification Using CNN
Handwritten digit classification is a model built
using the CNN algorithm
CNN comes under deep learning which will
classify the digit written in hand
We use stochastic gradient descent and
backpropagation algorithms to train and test
MNIST dataset.
01 Handwritten Digit
Classification Using CNN
02 News Classification Using NLP
03 Celebrity Image Classification
Artificial Intelligence
The projects you can conduct in this domain are
02 News Classification Using
NLP
New Classification is a model built using the
Natural Language Processor
The main objective of this project is to build a
model which can classify whether the news is
true or fake
And this is done using Python, NLP algorithms,
and Toolkit - Jupyter notebook
01 Handwritten Digit
Classification Using CNN
02 News Classification Using NLP
03 Celebrity Image Classification
Artificial Intelligence
The projects you can conduct in this domain are
03 Celebrity Image Classification
Celebrity Image classifier is a Machine learning
web application
The user must upload an image of a celebrity
The model will predict whose image is that using
the python libraries
01 Handwritten Digit
Classification Using CNN
02 News Classification Using NLP
03 Celebrity Image Classification
Artificial Intelligence
The projects you can conduct in this domain are
The Top 5 Booming
Domains
Artificial
Intelligence
Web
Technology
Data
Science
Machine
Learning
IOT
Web Technology
It is a tool and technique used to
establish communication between
different devices over the internet
We use a web browser to access the web
page
Tools like HTML, CSS, JAVASCRIPT, PHP
and many more, are used to design web
pages
01 Placement Cell
02 Cyber Cafe Management System
03 Milk Dairy Management
The projects you can conduct in this domain are
Web Technology
01 Placement Cell
The placement cell is an application built for
colleges
We use HTML, CSS, PHP, and JAVASCRIPT for the
front end and MY SQL for the backend
It contains two modules user and admin
01 Placement Cell
02 Cyber Cafe Management System
03 Milk Dairy Management
Web Technology
The projects you can conduct in this domain are
02 Cyber Cafe Management System
In this project, we design a computer system for
the cyber cafe
This makes the management of recording user
details, internet usage, and billing easier
Application is Built using the tools like HTML,
CSS, JAVASCRIPT, PHP, and MYSQL.
01 Placement Cell
02 Cyber Cafe Management System
03 Milk Dairy Management
Web Technology
The projects you can conduct in this domain are
03 Milk Dairy Management
It is a web application to help all the milk dairy
We use HTML, CSS, JAVASCRIPT, PHP, and MYSQL
to design the application.
It consists of two modules admin and
customer, which includes a computerized
Billing System
01 Placement Cell
02 Cyber Cafe Management System
03 Milk Dairy Management
Web Technology
The projects you can conduct in this domain are
The Top 5 Booming
Domains
Artificial
Intelligence
Web
Technology
Data
Science
Machine
Learning
IOT
Data Science
This analytics technology will extract
information from data for decision-
making, strategy planning, and many
more
Most of the data science programming is
done using Python programming
language, as Python is easy to code ,
open source, user friendly, and many
more.
01 Weather data Analysis
02 Car data set analysis
03 Diabetes Prediction
The projects you can conduct in this domain are
Data Science
01 Weather data Analysis
Here we will analyze the weather parameters like
temperature, pressure, humidity, etc.
This application is used to inform and support
decision-making
The application is built using data science and
analytics concepts.
01 Weather data Analysis
02 Car data set analysis
03 Diabetes Prediction
Data Science
The projects you can conduct in this domain are
02 Car data set analysis
This project will give an idea about the car and
its parameters and help the buyer to buy an
efficient car
We will apply the different data science
techniques to the dataset to remove all the
outliers
And apply the Random Forest algorithm and
linear regression to find the accuracy
01 Weather data Analysis
02 Car data set analysis
03 Diabetes Prediction
Data Science
The projects you can conduct in this domain are
03 Diabetes Prediction
Diabetes Prediction is a Medical field application
used to predict diabetic patients by their health
conditions
We will apply the XG-boost and Random Forest
algorithm to the dataset
Divide and classify the dataset into train and test
data and find the accuracy.
01 Weather data Analysis
02 Car data set analysis
03 Diabetes Prediction
Data Science
The projects you can conduct in this domain are
The Top 5 Booming
Domains
Artificial
Intelligence
Web
Technology
Data
Science
Machine
Learning
IOT
Machine Learning
It is the field of computer science and
artificial intelligence in which data
and algorithms stimulate human
learning
This will gradually improve accuracy
and automatically enable computers to
learn from historical data. .
Machine learning is a critical part of
Data science, a rapidly increasing field.
01 Wireless sound control
02 Restaurant review using NLP
03 Self-driving car
The projects you can conduct in this domain are
Machine Learning
01 Wireless sound control
This model is built using the python libraries
such as OpenCV, Pycaw, TensorFlow, etc.
The main objective of this project is to provide a
contact-less experience to the users while
controlling the system volume
Using MediaPipe, we have built a model to
control our system volume by hand gestures
01 Wireless sound control
02 Restaurant review using NLP
03 Self-driving car
Machine Learning
The projects you can conduct in this domain are
02 Restaurant review using NLP
This is the project built using the libraries of
Python like NumPy, pandas, etc.
It will convert the review statements into a
rating.
The same rating mechanism is applied to the
dataset and finds the model's accuracy.
01 Wireless sound control
02 Restaurant review using NLP
03 Self-driving car
Machine Learning
The projects you can conduct in this domain are
03 Self-driving car
Self-driving cars are the upcoming modern
technology for the car
The machine learning model is built in this
project to help the car navigate
This is done using OpenCV and python libraries,
specifying the model's accuracy.
01 Wireless sound control
02 Restaurant review using NLP
03 Self-driving car
Machine Learning
The projects you can conduct in this domain are
The Top 5 Booming
Domains
Artificial
Intelligence
Web
Technology
Data
Science
Machine
Learning
IOT
IOT
Is the collective network of connected
devices and technologies.
It will facilitate communication between
devices and the cloud and between the
devices themselves.
01 Smart farming using IOT
technologies
02 Smart Doorbell
03 Social distancing
The projects you can conduct in this domain are
IOT
01
Smart farming using IOT
technologies
Smart farming is a device built to detect the soil's
temperature, moister, and humidity
This device will help the farmer to know the
conditions of the soil.
We need an Arduino Nano IDE, temperature and
moisture sensors, and some jumper wires to
build this device.
01 Smart farming using IOT
technologies
02 Smart Doorbell
03 Social distancing
IOT
The projects you can conduct in this domain are
02 Smart Doorbell
Smart Doorbell is a device built using Raspberry
pi, breadboard, resistor, and some wire
This device will tell who is at your doorstep and
send their picture to your specified mail id.
01 Smart farming using IOT
technologies
02 Smart Doorbell
03 Social distancing
IOT
The projects you can conduct in this domain are
03 Social distancing
Social distancing is one of the puzzles for
workers in COVID-19
The range of an ultrasonic sensor can monitor
the distance between workers with a centimeter
of accuracy and alert those who are too close.
This device is built using the Arduino Uno IDE
and Ultrasonic sensor.
01 Smart farming using IOT
technologies
02 Smart Doorbell
03 Social distancing
IOT
The projects you can conduct in this domain are
The Top 5 Booming
Domains
Artificial
Intelligence
Web
Technology
Data
Science
Machine
Learning
IOT
you can also take up some of the
other projects like,
College connect chat app
Food waste management system
Student Result Management
Traffic Sign Recognition
Hot News
Final Year Project For  Computer Science

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Final Year Project For Computer Science

  • 1. Final Year Project For Computer Science
  • 2. AGENDA 03 01 Top Five Domains Projects from Each Domain Bonus Projects 02
  • 3. Field Of Thought Activity Or Interest One over which you have control and know in and out
  • 4. The Top 5 Booming Domains Artificial Intelligence Web Technology Data Science Machine Learning IOT
  • 5. Artificial Intelligence It simulates human intelligence by machines, especially computer systems. The model of AI exhibits all the characteristics of humans, such as learning and problem solving, etc.
  • 6. 01 Handwritten Digit Classification Using CNN 02 News Classification Using NLP 03 Celebrity Image Classification The projects you can conduct in this domain are Artificial Intelligence
  • 7. 01 Handwritten Digit Classification Using CNN Handwritten digit classification is a model built using the CNN algorithm CNN comes under deep learning which will classify the digit written in hand We use stochastic gradient descent and backpropagation algorithms to train and test MNIST dataset.
  • 8. 01 Handwritten Digit Classification Using CNN 02 News Classification Using NLP 03 Celebrity Image Classification Artificial Intelligence The projects you can conduct in this domain are
  • 9. 02 News Classification Using NLP New Classification is a model built using the Natural Language Processor The main objective of this project is to build a model which can classify whether the news is true or fake And this is done using Python, NLP algorithms, and Toolkit - Jupyter notebook
  • 10. 01 Handwritten Digit Classification Using CNN 02 News Classification Using NLP 03 Celebrity Image Classification Artificial Intelligence The projects you can conduct in this domain are
  • 11. 03 Celebrity Image Classification Celebrity Image classifier is a Machine learning web application The user must upload an image of a celebrity The model will predict whose image is that using the python libraries
  • 12. 01 Handwritten Digit Classification Using CNN 02 News Classification Using NLP 03 Celebrity Image Classification Artificial Intelligence The projects you can conduct in this domain are
  • 13. The Top 5 Booming Domains Artificial Intelligence Web Technology Data Science Machine Learning IOT
  • 14. Web Technology It is a tool and technique used to establish communication between different devices over the internet We use a web browser to access the web page Tools like HTML, CSS, JAVASCRIPT, PHP and many more, are used to design web pages
  • 15. 01 Placement Cell 02 Cyber Cafe Management System 03 Milk Dairy Management The projects you can conduct in this domain are Web Technology
  • 16. 01 Placement Cell The placement cell is an application built for colleges We use HTML, CSS, PHP, and JAVASCRIPT for the front end and MY SQL for the backend It contains two modules user and admin
  • 17. 01 Placement Cell 02 Cyber Cafe Management System 03 Milk Dairy Management Web Technology The projects you can conduct in this domain are
  • 18. 02 Cyber Cafe Management System In this project, we design a computer system for the cyber cafe This makes the management of recording user details, internet usage, and billing easier Application is Built using the tools like HTML, CSS, JAVASCRIPT, PHP, and MYSQL.
  • 19. 01 Placement Cell 02 Cyber Cafe Management System 03 Milk Dairy Management Web Technology The projects you can conduct in this domain are
  • 20. 03 Milk Dairy Management It is a web application to help all the milk dairy We use HTML, CSS, JAVASCRIPT, PHP, and MYSQL to design the application. It consists of two modules admin and customer, which includes a computerized Billing System
  • 21. 01 Placement Cell 02 Cyber Cafe Management System 03 Milk Dairy Management Web Technology The projects you can conduct in this domain are
  • 22. The Top 5 Booming Domains Artificial Intelligence Web Technology Data Science Machine Learning IOT
  • 23. Data Science This analytics technology will extract information from data for decision- making, strategy planning, and many more Most of the data science programming is done using Python programming language, as Python is easy to code , open source, user friendly, and many more.
  • 24. 01 Weather data Analysis 02 Car data set analysis 03 Diabetes Prediction The projects you can conduct in this domain are Data Science
  • 25. 01 Weather data Analysis Here we will analyze the weather parameters like temperature, pressure, humidity, etc. This application is used to inform and support decision-making The application is built using data science and analytics concepts.
  • 26. 01 Weather data Analysis 02 Car data set analysis 03 Diabetes Prediction Data Science The projects you can conduct in this domain are
  • 27. 02 Car data set analysis This project will give an idea about the car and its parameters and help the buyer to buy an efficient car We will apply the different data science techniques to the dataset to remove all the outliers And apply the Random Forest algorithm and linear regression to find the accuracy
  • 28. 01 Weather data Analysis 02 Car data set analysis 03 Diabetes Prediction Data Science The projects you can conduct in this domain are
  • 29. 03 Diabetes Prediction Diabetes Prediction is a Medical field application used to predict diabetic patients by their health conditions We will apply the XG-boost and Random Forest algorithm to the dataset Divide and classify the dataset into train and test data and find the accuracy.
  • 30. 01 Weather data Analysis 02 Car data set analysis 03 Diabetes Prediction Data Science The projects you can conduct in this domain are
  • 31. The Top 5 Booming Domains Artificial Intelligence Web Technology Data Science Machine Learning IOT
  • 32. Machine Learning It is the field of computer science and artificial intelligence in which data and algorithms stimulate human learning This will gradually improve accuracy and automatically enable computers to learn from historical data. . Machine learning is a critical part of Data science, a rapidly increasing field.
  • 33. 01 Wireless sound control 02 Restaurant review using NLP 03 Self-driving car The projects you can conduct in this domain are Machine Learning
  • 34. 01 Wireless sound control This model is built using the python libraries such as OpenCV, Pycaw, TensorFlow, etc. The main objective of this project is to provide a contact-less experience to the users while controlling the system volume Using MediaPipe, we have built a model to control our system volume by hand gestures
  • 35. 01 Wireless sound control 02 Restaurant review using NLP 03 Self-driving car Machine Learning The projects you can conduct in this domain are
  • 36. 02 Restaurant review using NLP This is the project built using the libraries of Python like NumPy, pandas, etc. It will convert the review statements into a rating. The same rating mechanism is applied to the dataset and finds the model's accuracy.
  • 37. 01 Wireless sound control 02 Restaurant review using NLP 03 Self-driving car Machine Learning The projects you can conduct in this domain are
  • 38. 03 Self-driving car Self-driving cars are the upcoming modern technology for the car The machine learning model is built in this project to help the car navigate This is done using OpenCV and python libraries, specifying the model's accuracy.
  • 39. 01 Wireless sound control 02 Restaurant review using NLP 03 Self-driving car Machine Learning The projects you can conduct in this domain are
  • 40. The Top 5 Booming Domains Artificial Intelligence Web Technology Data Science Machine Learning IOT
  • 41. IOT Is the collective network of connected devices and technologies. It will facilitate communication between devices and the cloud and between the devices themselves.
  • 42. 01 Smart farming using IOT technologies 02 Smart Doorbell 03 Social distancing The projects you can conduct in this domain are IOT
  • 43. 01 Smart farming using IOT technologies Smart farming is a device built to detect the soil's temperature, moister, and humidity This device will help the farmer to know the conditions of the soil. We need an Arduino Nano IDE, temperature and moisture sensors, and some jumper wires to build this device.
  • 44. 01 Smart farming using IOT technologies 02 Smart Doorbell 03 Social distancing IOT The projects you can conduct in this domain are
  • 45. 02 Smart Doorbell Smart Doorbell is a device built using Raspberry pi, breadboard, resistor, and some wire This device will tell who is at your doorstep and send their picture to your specified mail id.
  • 46. 01 Smart farming using IOT technologies 02 Smart Doorbell 03 Social distancing IOT The projects you can conduct in this domain are
  • 47. 03 Social distancing Social distancing is one of the puzzles for workers in COVID-19 The range of an ultrasonic sensor can monitor the distance between workers with a centimeter of accuracy and alert those who are too close. This device is built using the Arduino Uno IDE and Ultrasonic sensor.
  • 48. 01 Smart farming using IOT technologies 02 Smart Doorbell 03 Social distancing IOT The projects you can conduct in this domain are
  • 49. The Top 5 Booming Domains Artificial Intelligence Web Technology Data Science Machine Learning IOT
  • 50. you can also take up some of the other projects like, College connect chat app Food waste management system Student Result Management Traffic Sign Recognition Hot News