Welcome to the Machine Learning Internship Program at Cognifyz Technologies! This program is designed to provide you with hands-on experience and help you develop expertise in the field of machine learning. You will have the opportunity to:
- 💡 Work on real-world machine learning tasks.
- 🎓 Enhance your knowledge in data preprocessing, model development, and evaluation.
- 🌟 Share your achievements and establish your professional presence.
| Task | Objective | Key Steps |
|---|---|---|
| ⭐ Task 1: Predict Restaurant Ratings | Build a machine learning model to predict the aggregate rating of a restaurant. | Preprocess data, train a regression model, evaluate using metrics (e.g., MSE), analyze feature importance. |
| 🍴 Task 2: Restaurant Recommendation System | Create a restaurant recommendation system based on user preferences. | Preprocess data, implement content-based filtering, test recommendations, and evaluate quality. |
| 🥘 Task 3: Cuisine Classification | Develop a model to classify restaurants by their cuisines. | Preprocess data, train a classification model, evaluate performance, and analyze challenges or biases. |
| 🌍 Task 4: Location-based Analysis | Perform a geographical analysis of restaurants. | Visualize restaurant distribution, group by locality, analyze statistics (e.g., ratings, cuisines), and find insights. |
📧 Email: contact@cognifyz.com
🌐 Website: www.cognifyz.com
💼 LinkedIn: @cognifyz-Technologies
📸 Instagram: @cognifyz_tech
I recently completed an enriching internship at Cognifyz Technologies, where I explored the dynamic field of machine learning. 🌟
Thank you for checking out the project! 🌟