Tools
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Tensorflow
H2O
Catboost
NLTK
AutoML
sklearn
Prophet
Python
R
OpenCV
NN Arch
CNN
RNN
LSTM
Transformer
MobileNet
Xception
Autoencoder
GAN
RCNN
UNet
ResNet
VGG
EfficientNet
Densenet
Inception
YOLO
ResNeXT
ML Model
Random Forest
Logistic Regression
Gradient Boosting
PCA
SVM
kNN
TfIdf
ARIMA
Word2Vec
TSNE
GloVe
Technique
Ensembling
Augmentation
Preprocessing
Visualization
EDA
Feature Engineering
Fine Tuning
Transfer Learning
Optimization
Clustering
Metric Learning
Cleaning
Embeddings
Bayesian
Grid Search
Denoising
Validation
Genetic Algorithm
Task Domain
Classification
Regression
Text
Detection
Segmentation
CV
Time Series
Forecasting
Sentiment Analysis
Search
Recognition
Audio
3D
2D
Face
Adversarial
Similarity
Misc
GPU
TPU
Leak
Metrics
MSE
AUC
NLL
mAP
Accuracy
F1
IoU
Cohen Kappa
Traveling Santa
Gini
NDCG@k
Edit Distance
Custom
Visualization
Santander Product Recommendation
Can you pair products with people?
iMet Collection 2020 - FGVC7
Recognize artwork attributes from The Metropolitan Museum of Art
Bosch Production Line Performance
Reduce manufacturing failures
ECML/PKDD 15: Taxi Trip Time Prediction (II)
Predict the total travel time of taxi trips based on their initial partial trajectories
ECML/PKDD 15: Taxi Trajectory Prediction (I)
Predict the destination of taxi trips based on initial partial trajectories
Recursion Cellular Image Classification
CellSignal: Disentangling biological signal from experimental noise in cellular images
Kuzushiji Recognition
Opening the door to a thousand years of Japanese culture
Carvana Image Masking Challenge
Automatically identify the boundaries of the car in an image
RSNA Intracranial Hemorrhage Detection
Identify acute intracranial hemorrhage and its subtypes
SIIM-ACR Pneumothorax Segmentation
Identify Pneumothorax disease in chest x-rays
Severstal: Steel Defect Detection
Can you detect and classify defects in steel?
Walmart Recruiting: Trip Type Classification
Use market basket analysis to classify shopping trips
New York City Taxi Trip Duration
Share code and data to improve ride time predictions
Rossmann Store Sales
Forecast sales using store, promotion, and competitor data
Predicting Molecular Properties
Can you measure the magnetic interactions between a pair of atoms?
Leaf Classification
Can you see the random forest for the leaves?
Cdiscount’s Image Classification Challenge
Categorize e-commerce photos
Crowdflower Search Results Relevance
Predict the relevance of search results from eCommerce sites
Airbus Ship Detection Challenge
Find ships on satellite images as quickly as possible
Inclusive Images Challenge
Stress test image classifiers across new geographic distributions
Avito Demand Prediction Challenge
Predict demand for an online classified ad
Santander Customer Satisfaction
Which customers are happy customers?
Mercedes-Benz Greener Manufacturing
Can you cut the time a Mercedes-Benz spends on the test bench?
NFL 1st and Future - Analytics
Can you investigate the relationship between the playing surface and the injury and performance of NFL athletes?
Categorical Feature Encoding Challenge II
Binary classification, with every feature a categorical (and interactions!)
BigQuery-Geotab Intersection Congestion
Can you predict wait times at major city intersections?
ICDM 2015: Drawbridge Cross-Device Connections
Identify individual users across their digital devices
Otto Group Product Classification Challenge
Classify products into the correct category
COVID19 Global Forecasting (Week 4)
Forecast daily COVID-19 spread in regions around world
Lyft 3D Object Detection for Autonomous Vehicles
Can you advance the state of the art in 3D object detection?
iMaterialist (Fashion) 2020 at FGVC7
Fine-grained segmentation task for fashion and apparel
Forest Cover Type Prediction
Use cartographic variables to classify forest categories
Google Cloud & NCAA® ML Competition 2020-NCAAW
Apply Machine Learning to NCAA® March Madness®
2019 Data Science Bowl
Uncover the factors to help measure how young children learn
NFL Big Data Bowl
How many yards will an NFL player gain after receiving a handoff?
Restaurant Revenue Prediction
Predict annual restaurant sales based on objective measurements
Liberty Mutual Group: Property Inspection Prediction
Quantify property hazards before time of inspection
Data Science Bowl 2017
Can you improve lung cancer detection?
COVID19 Global Forecasting (Week 3)
Forecast daily COVID-19 spread in regions around world
Gendered Pronoun Resolution
Pair pronouns to their correct entities
Passenger Screening Algorithm Challenge
Improve the accuracy of the Department of Homeland Security's threat recognition algorithms
TGS Salt Identification Challenge
Segment salt deposits beneath the Earth's surface
Santa's Workshop Tour 2019
In the notebook we can build a model, and pretend that it will optimize...
TensorFlow 2.0 Question Answering
Identify the answers to real user questions about Wikipedia page content
Human Protein Atlas Image Classification
Classify subcellular protein patterns in human cells
Herbarium 2020 - FGVC7
Identify plant species from herbarium specimens. Data from New York Botanical Garden.
TalkingData Mobile User Demographics
Get to know millions of mobile device users
Ghouls, Goblins, and Ghosts... Boo!
Can you classify monsters haunting Kaggle?
Kannada MNIST
MNIST like datatset for Kannada handwritten digits
TMDB Box Office Prediction
Can you predict a movie's worldwide box office revenue?