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DataScience Digest

Collection of the top articles, videos, events, books and jobs on Machine Learning, Deep Learning, NLP, Computer Vision and other aspects of Data Science.

  • DataScience Digest

    ICLR 2020 Recordings

    All recordings for papers and workshops of the International Conference on Learning Representations 2020 are now available to everyone!

    Workshops - https://bit.ly/3dm5S0C
    Papers - https://bit.ly/3dgubgu
  • DataScience Digest

    Monitoring Machine Learning Models in Production

    Once you deploy your model to production, the work isn't over. This guide shows how to monitor your models, why that matters, and how to go about implementing your own ML monitoring solutions.

    https://bit.ly/35lfaaj
  • DataScience Digest

    YOLO v4 released! - Improve speed and better object detection accurately

    Compared with the previous YOLOv3, YOLOv4 has the following advantages:
    - It is an efficient and powerful object detection model that enables anyone with a 1080 Ti or 2080 Ti GPU to train a super fast and accurate object detector.
    - The influence of state-of-the-art «Bag-of-Freebies» and «Bag-of-Specials» object detection methods during detector training has been verified.
    - The modified state-of-the-art methods, including CBN (Cross-iteration batch normalization), PAN (Path aggregation network), etc., are now more efficient and suitable for single GPU training.

    Paper: https://bit.ly/2YzFj3R
    GitHub: https://bit.ly/2WrECHh
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    On Guard Against COVID-19: AI Projects That Deserve a Shout-Out

    In this article, the author analyzed some of the most interesting and promising solutions in terms of their potential to slow down the spread of the COVID-19 infection, reduce death rates, and improve information hygiene in these turbulent times.

    https://bit.ly/2A82qZn
  • DataScience Digest

    Optimize Response Time of your Machine Learning API In Production

    This article demonstrates how building a smarter API serving Deep Learning models minimizes the response time.

    https://bit.ly/2L2LIg9
  • DataScience Digest

    Towards Data Science: The Basics: Time Series and Seasonal Decomposition
    http://bit.ly/2Qu3pIr

    When are time series techniques appropriate and how do you perform decomposition?Continue reading on Towards Data Science »
  • DataScience Digest

    Towards Data Science: Revisiting a Data Science Totem ~ Variables
    http://bit.ly/393A9Pk

    Elevate your data science projects by following these variables’ mapContinue reading on Towards Data Science »
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    Towards Data Science: 7 Habits of Highly Effective Programmers
    http://bit.ly/2UmgSDg

    About 40 to 45 percent of what we programmers do every day is something we do on autopilotContinue reading on Towards Data Science »
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    Towards Data Science: Knowledge Graphs for Social Good Workshop: Helping the United Nations achieve Sustainable…
    http://bit.ly/2WmOfIR

    The UN Sustainable Development Goals (SDGs), set in 2015, are a collection of 17 shared global goals intended to improve the health and…Continue reading on Towards Data Science »
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    Towards Data Science: The Hottest Topics in Machine Learning
    http://bit.ly/2wj6yE9

    Understand Topic Modeling and Latent Dirichlet Allocation (LDA) in PythonContinue reading on Towards Data Science »
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    Towards Data Science: Fine-Tuning the Strategy Using a Particle Swarm Optimization
    http://bit.ly/2WpLQgA

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  • DataScience Digest

    Towards Data Science: Berlin House Rental Market Analysis
    http://bit.ly/2QrUGq5

    Am I paying a fair price?Continue reading on Towards Data Science »
  • DataScience Digest

    Towards Data Science: Statistical Decision Theory
    http://bit.ly/2U2icwj

    Framework for Machine LearningContinue reading on Towards Data Science »
  • DataScience Digest

    Towards Data Science: Estimating the Global Growth of Coronavirus
    http://bit.ly/3dlrv22

    According to the COVID-19 data aggregated by John Hopkins, there are now over 200 thousand cases of coronavirus globally. And from what it…Continue reading on Towards Data Science »
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  • DataScience Digest

    AWS Machine Learning Blog: Reduce ML inference costs on Amazon SageMaker for PyTorch models using Amazon Elastic Inference
    https://go.aws/2QtpruT

    Today, we are excited to announce that you can now use Amazon Elastic Inference to accelerate inference and reduce inference costs for PyTorch models in both Amazon SageMaker and Amazon EC2. PyTorch is a popular deep learning framework that uses dynamic computational graphs. This allows you to easily develop deep learning models with imperative and […]
  • DataScience Digest

    Towards Data Science: Forecasting Average Daily Rate Trends For Hotels Using LSTM
    http://bit.ly/2wiQy52

    Here is how an LSTM model can be used to forecast the ADR (average daily rate) for hotels — a cornerstone metric within the industry.Continue reading on Towards Data Science »
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    Towards Data Science: Mapping Avocado Prices in Python with GeoPandas, GeoPy and Matplotlib
    http://bit.ly/2U1yfdG

    Photo by Peter de Vink from PexelsContinue reading on Towards Data Science »