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May 26 · Issue #16 · View online
A weekly digest of all the best Data Science related news and blog posts.
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Welcome to this week’s installment of my curated list of all the best data science related news and blog posts. If you like my curated content, please consider buying me a coffee here☕.
Sweet dreams are made of this 🍬🍭🍫 – Luis de Sousa
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Enterprise Deployment Tips for Azure Data Science Virtual Machine (DSVM)
This article covers a few considerations when deploying DSVM in large enterprise configurations.
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Improving Medical Imaging Diagnostics Using Azure Machine Learning Package for Computer Vision
How to reduce 90% misclassification of retinal diseases over state-of-the-art system with 16 lines of Python code, no parameter tuning and 10 min of GPU training using AzureML Computer Vision Package.
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Basics of R and Python Execution in SQL Server
This blog post covers the basics of how to Execute R and Python in T-SQL statements.
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Build Your Own Text Classification Model with Microsoft Machine Learning Server
This solution uses SQL Server 2017 and ML Services with R or Python to train a machine learning model to categorize text.
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Speech Service Documentation - Tutorials, Quickstarts, API Reference - Cognitive Services
Are you trying to build your own Cortana / Alexa / Siri but with custom voice models? Then take a look at the New Microsoft Speech Service SDK.
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DataFramed - DataCamp’s official podcast
In this podcast by DataCamp, Hugo Bowne-Anderson approaches this question from the perspective of what problems Data Science tries to solve instead of what definition fits it best.
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Storytelling with Data - Cole Knaflic
This great podcast by Cole Knaflic, ex-Google People Analytics team member, shares practical tips and examples of effective
data visualization and storytelling with data. Thanks for Gemma Dawson for the great recommendation!
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Storytelling with Data: A Data Visualization Guide for Business Professionals: Cole Knaflic
“Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You’ll discover the power of storytelling and the way to make data a pivotal point in your story. ” I recommend getting the Audible version. In the audio version Cole verbally explains the nearly 150 graphs featured in the book, which are also provided in a PDF file.
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2018 AI DevCon
23-24 May 2018, Intel hosts its inaugural AI DevCon event. Videos from the Main stage are available in the link above. Check out Andrew Ng’s closing keynote.
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WillKoehrsen/machine-learning-project-walkthrough
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
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llSourcell/AI_Supply_Chain
Siraj Raval does a breakdown of the IBM Logistics Wizard, an AI-based supply chain enhancement. Links to code on GitHub and Youtube video.
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This Evolving AI Finds Bugs in Games
“Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari” is available here.
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We Taught an AI To Synthesize Materials
“Gaussian Material Synthesis” and its source code is available here.
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Thanks for reading. As always, let us know if you have any questions or suggestions, just hit reply, click the thumbs up or thumbs down icons below or send us an email at luisd@syeop.co.za. xoxo
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Johannesburg, South Africa, 2020
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