Kategori: Uncategorized
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National Data Science Challenge
National Data Science Challenge: https://careers.shopee.co.id/ndsc/ The objectives of the National Data Science Challenge (NDSC) are to: Bring the tech community closer through working together and knowledge sharing Provide an environment for the development of creative new ideas in Data Science Equip students and professionals with essential technical skills and expertise to prepare them for Industry…
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CrowdAnalytix: Gamma Log Facies Type Prediction
A new competition from crowdanalytix: https://www.crowdanalytix.com/contests/gamma-log-facies-type-prediction
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Lyft Self Driving Dataset and Competition
Lytft just released Level 5 Dataset, and they plan to release the corresponding challenge. Stay tuned. Here is the dataset: https://level5.lyft.com/dataset/ . Its size is around 41 GB
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LVIS Challenge 2019
Facebook has just introduced a great dataset and corresponding machine learning challenge at same time. The dataset is named LVIS (Large Vocabulary Instance Segmentation). This is a great visual instance dataset. The challenge: https://www.lvisdataset.org/challenge Today, rigorous evaluation of general purpose object detectors is mostly performed in the few category regime (e.g. 80) or when there…
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Visualization in Scikit-learn
Scikit-learn has just introduced simple API for machine learning visualizations. Here are a few visualization samples:
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Machine Learning and Data Science Competition 2019
Kaggle: https://www.kaggle.com/ Driven Data: https://www.drivendata.org/competitions/ Crowdanalytix: https://www.crowdanalytix.com/community Coda Lab : https://competitions.codalab.org/ DataScienceChallenge https://www.datasciencechallenge.org/ , but it has shown no activity for long time CrowdAI: https://www.crowdai.org/challenges Analytics Vidhya https://datahack.analyticsvidhya.com/ TopCoder: https://www.topcoder.com/challenges, mostly competitive programming challenges, but several data science challenges are available
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Object Detection State of The Art Progress
List of object detection progress: R-CNN Overfeat Multibox SPP-Net MR-CNN DeepBox AttentionNet Fast R-CNN Deep[Proposal Faster R-CNN OHEM YOLO v1 G-CNN AZNet Inside-OutsideNet (ION) Hypernet CRAFT MultiPathNet (MPN) SSD GBDNet CPF MS-CNN R-FCN PVANET DeepID NoC DSSD TDM YOLO v2 Feature Pyramid (FPN) RON DCN DeNet CoupleNet RetinaNet DSOD Mask R-CNN SMN YOLO v3 SIN…
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Download the Developer’s Guide to Building AI Applications
Download the Developer’s Guide to Building AI Applications:https://info.microsoft.com/ww-landing-ai-developers-bot-ebook.html Create your first intelligent bot with Microsoft AI.Artificial intelligence (AI) is accelerating the digital transformation for every industry, with examples spanning manufacturing, retail, finance, healthcare, and many others. At this rate, every industry will be able to use AI to amplify human ingenuity. In this e-book, Anand…
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Free Computer Science Ebook
Ebook Foundations of Computer Science: http://i.stanford.edu/~ullman/focs.html
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Machine Learning Free Book
Some free ebooks to learn Machine Learning and related fields Statistics Cameron Davidson-Pilon, Probabilistic Programming & Bayesian Methods for Hackers, Trevor Hastie, Robert Tibshirani, Jerome Friedman, The Elements of Statistical Learning, Springer Machine Learning Jeffrey Stanton, An Introduction to Data Science version 3 , 2013 Nils J. Nilsson , Introduction to Machine Learning, http://ai.stanford.edu/~nilsson/mlbook.html Shai…