kagglesolvedproblem's Introduction

This is repository to store solutions to data science problem solved by me given on Kaggle.

Problems

Index	Kaggle Link	Status	Tags
1	Titanic: Machine Learning from Disaster	ACC: 0.80382	Data Cleaning, Feature Engineering
2	Bike Sharing Demand	MAE: 0.50357	Seaborn, Feature Eng, Keras ANN
3	Twitter sentiment analysis	*ACC: 0.72608	NLTK, textual classification
4	Digit Recognizer	ACC: 0.99042	Keras CNN, Image Classification
5	What's Cooking	*ACC: 0.697497
6	House Prices: Advanced Regression Techniques	*MAE: 0.18217	Catboost, Data Cleaning
7	Forest Cover Type Prediction	ACC: 0.74479
8	Sentiment Analysis on Movie Reviews	ACC: 0.59882	NLTK, CountVect, TFIDF
9	Data Science London + Scikit-learn	ACC: 0.91281
10	Ghouls, Goblins, and Ghosts... Boo!	ACC: 0.73534
11	Amazon.com - Employee Access Challenge	ACC: 0.67644
12	New York City Taxi Trip Duration	Not Done
13	Bag of Words Meets Bags of Popcorn	*ACC: 81.964	Word2Vec, Gensim, NLP
14	New York City Taxi Fare Prediction	Not Done
15	Random Acts of Pizza	Not Done
16	Quora Question Pairs	Not Done	Topic Similarity, NLP
17	Predict Future Sales	Not Done
18	Facial Keypoints Detection	Not Done
19	Facial Expression Recognition Challenge	Not Done
20	West Nile Virus Prediction	Not Done
21	Dogs vs. Cats	ACC: 78.257	Keras CNN, Image Classification
22	Human Activity Recognition with Smartphones	*ACC: 0.9619	MultiClass Classification
23	-	Not Done

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