The document outlines a final year project agenda for computer science students, highlighting five booming domains: artificial intelligence, web technology, data science, machine learning, and IoT, along with suggested projects within each domain. Each project includes brief descriptions and the technologies involved, such as CNN for handwriting classification and Python for NLP tasks. Additionally, it lists proposed bonus projects and other areas of interest for further exploration.

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