Welcome to my recess project repository! Here, you'll find a collection of engaging activities that I've undertaken during recess. These activities focus on machine learning, data science, web development with Django, and more! 🚀
In this project, I built an image classification model using CNNs to classify images into various categories. The model was trained on a dataset of labeled images, achieving impressive accuracy in identifying objects and patterns. 🖼️
Using NLP techniques and sentiment analysis algorithms, I developed a model that could determine the sentiment (positive, negative, or neutral) of text data. This project proved valuable for understanding public opinion on various topics. 📝
I conducted an EDA on a large and diverse dataset, exploring patterns, correlations, and outliers to gain valuable insights. This project allowed me to sharpen my data analysis skills and present meaningful visualizations. 📊
Applying regression techniques, I developed predictive models to forecast numerical values based on historical data. The project involved feature engineering, model selection, and evaluation, enhancing my understanding of predictive analytics. 📈
Using Django, I created a web application that visualizes data interactively. Users could input their datasets and instantly generate charts and graphs for better data comprehension. This project demonstrated my ability to combine web development with data analysis. 🌐📊
For a personal productivity boost, I designed and implemented a task management system with Django. Users could create, track, and complete tasks while prioritizing their daily responsibilities. 📅✅