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Category: Data science

A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN

26th April 2017 shujian Leave a comment

A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN At Athelas, we use Convolutional Neural Networks(CNNs)…

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[D] What are the best recent ML breakthroughs which still don’t have open source implementations? • r/MachineLearning

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[D] What are the best recent ML breakthroughs which still don’t have open source implementations? • r/MachineLearning I thought it…

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Hubway Bike Share: Ridership Patterns

9th February 2017 shujian Leave a comment

Source: blog.nycdatascience.com/student-works/r-visualization/hubway-bike-share-ridership-patterns/

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Accelerating Apache Spark MLlib with Intel® Math Kernel Library (Intel® MKL) – Cloudera Engineering Blog

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Accelerating Apache Spark MLlib with Intel® Math Kernel Library (Intel® MKL) – Cloudera Engineering Blog There are two clear trends…

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6 Deep Learning Applications a beginner can build in minutes (using Python)

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6 deep learning applications using API & open source codes. A beginner in machine learning / deep learning can build…

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Becoming a Data Scientist – Curriculum via Metroma

29th January 2017 shujian Leave a comment

Source: http://nirvacana.com/thoughts/becoming-a-data-scientist/

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Rules of Machine Learning: Best Practices for ML Engineering

26th January 2017 shujian Leave a comment

Rules of Machine Learning: Best Practices for ML Engineering by Martin Zinkevich

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A Complete Tutorial which teaches Data Exploration in detail

24th January 2017 shujian Leave a comment

Here’s a tutorial on data exploration which comprises of missing value imputation, outlier removal, feature engineering, variable creation Source: www.analyticsvidhya.com/blog/2016/01/guide-data-exploration/?utm_content=buffer087f0

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Posted in: Data science

One Dataset, Visualized 25 Ways

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“Let the data speak” they say. But what happens when the data rambles on and on? Source: flowingdata.com/2017/01/24/one-dataset-visualized-25-ways/

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Kaggle Past Competitions

19th January 2017 shujian Leave a comment

Kaggle Past Competitions If you are facing a data science problem, there is a good chance that you can find…

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