Younes-Charfaoui/AI-Hack-Tunisia-2019

Code Solution for machine learning problems solved in AI Hackathon of Tunisia. # AI Hack Tunisia 2019 🏆💯🏅 Code Solution for machine learning problems solved in AI Hackathon of Tunisia. # Requirments ✅ in order to use, execute the code in the repository youi will be needing python enviroment, I prefer using anaconda with XGBoost and LightGBM models. # Problem Solved👨‍ In this repository you will find the code solution for both Individual and Startup Track. # Model Used 📈 In the TUnis air problem we used the LightGBM model without grid search, and in the Startup we used CNN model which called DenseNet, pretrained on the ImageNet Dataset # Conclusion ‍💻 Doing a Machine learning Hackathon within 20 hours is just a nightmare, I learned that you need to preprocess the data and do basic feature engineering within the first hours, then fine-tuning of the final algorithm and more feature engineering will be the key aspect for your solution to win.