ALL ABOUT THE DATA SCIENE WORK .
THE FOLDER HAVE WORK ON THE DEEP NEURAL NETWORK ON MNIST , IMDB , REUTERS , BOSTON HOUSING . ALSO HAVE NEURAL STYLE TRANSFER TECHNIQUE ON THE GLASS.
THIS FOLDER CONTAINS CODE RELATED TO IMAGE
1 - CAT AND DOG : IT IS REATED TO THE SIMPLE CLASSIFICATION OF CAT AND DOG BY USING CNN. THIS cat_and_dog.ipynb IS CREATED BY USING GOOGLE-COLAB .HERE IS THE LINK: https://colab.research.google.com/drive/1JIUy2vIsHMXqnXve1BAHXPWuq0AWgY6O#scrollTo=c_Ucst2KTC7s
2 - IMAGENET AND VGG16 MODELS: IMAGENET AND VGG16 IS THE PRETARINED MODELS FOR IMAGE CLASSIFICATION . THIS ImageNet and VGG16 Model.ipynb IS CREATED BY USING KAGGLE NOTEBOOK . HERE IS THE LINK : https://www.kaggle.com/aqsaqadir22/imagenet-and-vgg16-model
THIS FOLDER HAS THE NLP TECHNIQUE CODING (DATASET KAGGLE-COMPITION Real or Not? NLP with Disaster Tweets[ Predict which Tweets are about real disasters and which ones are not])
THIS FOLDER CONTAINS THE REGRESSION TECHNIQUE CODES
1 - DIABETES: SIMPLE DIABETES PREDICTION WITH DATA VISUALIZATION USING RANDOM FOREST ALGORITHM .
2 - HOUSE PRICING : HOUSE AMOUNT PREDICTION USING H20 ALGORITHM.
3 - SONAR : PREDICTION OF WHETHER OR NOT AN OBJECT IS A MINE OR A ROCK GIVEN THE STRENGTH OF SONAR RETURNS AT DIFFERENT ANGES USING RANDOM FOREST ALGORITHM.
4 - TITANIC : PREDICTION OF SURVIVAL USING RANDOM FOREST ALGORITHM.
5 - UFC FIGHTHING : PREDICTON OF WINNER USING GRADIENT BOOSTING ALGORITHM.