Machine Learning Practice

Beginner

Iris Flower Classification

Prerequisites: Basic Python, scikit-learn

Build a classifier to predict iris flower species using the famous Iris dataset.

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Beginner

House Price Prediction

Prerequisites: Basic Python, pandas, scikit-learn

Create a regression model to predict house prices based on various features.

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Intermediate

Sentiment Analysis

Prerequisites: NLP, Text Processing, Classification

Build a sentiment analyzer for movie reviews using NLP techniques.

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Intermediate

Image Classification with CNN

Prerequisites: Deep Learning, Computer Vision, TensorFlow/PyTorch

Implement a Convolutional Neural Network for image classification.

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Advanced

Object Detection System

Prerequisites: Deep Learning, Computer Vision, YOLO/SSD

Develop a real-time object detection system using deep learning.

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Advanced

Recommendation System

Prerequisites: Collaborative Filtering, Matrix Factorization

Build a movie recommendation system using collaborative filtering.

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