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

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

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.

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

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

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.

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.

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.

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.

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.

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

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