Completely free • Community Driven
Machine Learning Projects
Free machine learning projects with guided instructions.
Chatbot Song Recommender System
Do you want to see the power of AI without doing any actual ML/DL? If yes, then you are surely going to love this project. In this project we will be building a Chatbot that recommends songs based on the emotional analysis of the conversation. For everything which we would be doing, we would be using an already available API or Open-Source tools available.
- Author
Apoorv Goyal - Collaborator(s)
Kiran
- Prerequisite(s)
Python
50 hours Difficulty: Intermediate
Skills to be Learned
Python
API
Chatbot
Visualising and forecasting stocks using Dash
If you are interested in the stock market, then this project will help you visualise stock data easily. Python is the only programming language used for this powerful project. This intermediate project also encompasses web development.
- Author
Sujay Goswami - Collaborator(s)
Kiran
- Prerequisite(s)
Python,HTML, CSS
25 hours Difficulty: Intermediate
Skills to be Learned
Dash Python
Machine
Networking
Exploratory Analysis of Geolocational Data
Experience a day in the life of a Data Scientist/Engineer by doing a full-fledged analysis of real-life data. Fetch, Clean, Analyse and run K Means Clustering on Geolocational data to recommend accommodations to immigrants to a city!
- Author
Anurag Sharma - Collaborator(s)
Kevin Paulose
- Prerequisite(s)
Python, HTML, CSS
15 hours Difficulty: Beginner
Skills to be Learned
Selenium
Automation
Python
Companion App: A mental health tracker built using Flutter and Firebase.
This project involves building a simple app in Flutter that tracks mental health of its users and tries to help them get through their condition by suggesting tasks and keeping record of their progress. Beginners in Flutter will find this project challenging to complete, intermediate folks might learn new things about accessibility, design practices and fine-tuning the app for the audience in question and will have fun building the app. Folks who are at an advanced stage of development might find this project a decent addition to their portfolio.
- Author
Bhargava N Reddy - Collaborator(s)
Ayush Kumar Shaw
- Prerequisite(s)
Python
35 hours Difficulty: Intermediate
Skills to be Learned
Python
Automation
Multithreading
Machine Learning Preprocessing CLI
Are you a Machine Learning developer? Do you love to play with different Machine Learning Algorithms? But do you find preprocessing tedious? If all your answers are YES then you are at the right place. This project is perfect for you.
- Author
Mridula Reddy - Collaborator(s)
Sridher Jeyachandran
- Prerequisite(s)
Python
15 hours Difficulty: Beginner
Skills to be Learned
REST
JACKSON
HTTP
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FAQs
Before starting a project, be sure to select a project that will add value to your career goals. matches your programming interests. Explore the mini projects that are available and click on a project that appeals to you. Go through the project overview to understand the scope and prerequisites before you start a project. Once you have found a mini project that meets the above 2 criteria, go ahead and click Start Now to begin working as per the laid out plan.
Search for these projects if you are looking for python project ideas to test your python skills: Cricket alerts in Python WhatsApp APK for stickers Discord bot for stocks Web scraping Facebook bot Python interpreter
Search for these projects if you are looking for html, css, javascript projects or web development projects to hone your frontend development skills: Online Code Editor (JQuery) Online Code Editor (React) Slack clone using React
If you are new to programming and are not particularly interested in frontend, Python is a great option for you to start with. Learning python will come in handy for you at some point or the other. If you are particularly interested in building websites, you should focus on HTML, CSS, Javascript projects to deepen your skills.
Start with something that is beginner friendly :) It is okay to choose any project as long as you can learn/apply something. Read through the project overview of all projects and pick one that is interesting to you and covers the skills you want to explore.
Mini projects push you to dig deeper and find solutions on your own. Retention of skills is higher when you practically apply yourself to do something and figure things out by yourself. This is why interviewers always ask many questions related to your project to see how deeply you have explored the concepts and skills in the project.
3 to 4 months of effort 100+ hours of coding (at least)
Final year projects for computer engineering should have at least 1000 lines of code (ignoring comments, whitelines when you finish your final year project). Do a project that is meaningful and helps you learn better by applying your knowledge. Refrain from choosing a random mix of IEEE project topics for computer science. Opportunity to apply your knowledge and take your skills to the next level is very low in such projects.
Group projects with max 2-3 members are reasonable so that every member has a significant role to play in the project. Pick partners who share your thirst to learn and build something from the ground up.
No. The mini projects are equally valuable and a good learning experience for working professionals as well. In fact, if you already have the experience in software development, you will be able to take the projects to the next level by building features that make it even better.