20 Most Popular Machine Learning and Deep Learning Articles on Analytics Vidhya in 2019

Introduction High-quality machine learning and deep learning content – that’s the piece de resistance our community loves. That’s the peg we hang our hat ...
The post 20 Most Popular Machine Learning and Deep Learning Articles on Analytics Vidhya in 2019 appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/20-popular-machine-learning-articles-analytics-vidhya-2019/

KDnuggets™ News 19:n48, Dec 18: Build Pipelines with Pandas Using pdpipe; AI, Analytics, ML, DS, Technology Main Developments, Key Trends; Poll on AutoML

Build Pipelines with Pandas Using pdpipe; AI, Analytics, ML, DS, Technology Main Developments, Key Trends; New Poll: Does AutoML work? Ultralearn Data Science; Python Dictionary How-To; Top stories of 2019 and more.

https://www.kdnuggets.com/2019/n48.html

The ravages of concept drift in stream learning applications and how to deal with it

Stream data processing has gained progressive momentum with the arriving of new stream applications and big data scenarios. These streams of data evolve generally over time and may be occasionally affected by a change (concept drift). How to handle this change by using detection and adaptation mechanisms is crucial in many real-world systems.

https://www.kdnuggets.com/2019/12/ravages-concept-drift-stream-learning-applications.html

How to Convert an RGB Image to Grayscale

This post is about working with a mixture of color and grayscale images and needing to transform them into a uniform format - all grayscale. We'll be working in Python using the Pillow, Numpy, and Matplotlib packages.

https://www.kdnuggets.com/2019/12/convert-rgb-image-grayscale.html

Automatic Text Summarization in a Nutshell

Marketing scientist Kevin Gray asks Dr. Anna Farzindar of the University of Southern California about Automatic Text Summarization and the various ways it is used.

https://www.kdnuggets.com/2019/12/automatic-text-summarization-nutshell.html

The 4 fastest ways not to get hired as a data scientist

Ready to try to get hired as a data scientist for the first time? Avoiding these common mistakes won’t guarantee an offer, but not avoiding them is a sure fire way for your application to be tossed into the trash bin.

https://www.kdnuggets.com/2019/12/4-ways-not-hired-data-scientist.html

Ontotext Platform 3.0 for Enterprise Knowledge Graphs Released

Ontotext Platform 3.0 features significant technology improvements to enable simpler and faster graph navigation, including GraphQL interfaces to make it easier for application developers to access knowledge graphs without tedious development of back-end APIs or complex SPARQL.

https://www.kdnuggets.com/2019/12/ontotext-platform-enterprise-knowledge-graphs.html

Matplotlib Tutorial: Python Plotting

This Matplotlib tutorial takes you through the basics Python data visualization: the anatomy of a plot, pyplot and pylab, and much more

https://www.datacamp.com/community/tutorials/matplotlib-tutorial-python

Text Analytics for Beginners using NLTK

Learn How to analyze text using NLTK. Analyze people's sentiments and classify movie reviews.

https://www.datacamp.com/community/tutorials/text-analytics-beginners-nltk

Understanding Logistic Regression in Python

Learn about Logistic Regression, its basic properties, and build a machine learning model on a real-world application in Python.

https://www.datacamp.com/community/tutorials/understanding-logistic-regression-python

Survival Analysis in R For Beginners

In this tutorial, you'll learn about the statistical concepts behind survival analysis and you'll implement a real-world application of these methods in R.

https://www.datacamp.com/community/tutorials/survival-analysis-R

Installing Anaconda on Windows

This tutorial will demonstrate how you can install Anaconda, a powerful package manager, on Microsoft Windows.

https://www.datacamp.com/community/tutorials/installing-anaconda-windows

30 Challenging Open Source Data Science Projects to Ace in 2020

Overview Check out our pick of the 30 most challenging open-source data science projects you should try in 2020 We cover a broad range ...
The post 30 Challenging Open Source Data Science Projects to Ace in 2020 appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/30-challenging-open-source-data-science-projects-2020/

5 Ways to Apply Ethics to AI

Here are six more lessons based on real life examples that I think we should all remember as people working in machine learning, whether you’re a researcher, engineer, or a decision-maker.

https://www.kdnuggets.com/2019/12/5-ways-apply-ethics-ai.html

Interpretability part 3: LIME and SHAP

The third part in a series on leveraging techniques to take a look inside the black box of AI, this guide considers methods that try to explain each prediction instead of establishing a global explanation.

https://www.kdnuggets.com/2019/12/interpretability-part-3-lime-shap.html

Alternative Cloud Hosted Data Science Environments

Over the years new alternative providers have risen to provided a solitary data science environment hosted on the cloud for data scientist to analyze, host and share their work.

https://www.kdnuggets.com/2019/12/alternative-cloud-data-science-environments.html

Meet the Distinguished Speaker Lineup for the Machine Learning School in Seville (#MLSEV)

Our second Machine Learning Summer School in Seville, Spain (#MLSEV) is taking place on March 26-27, 2020 in collaboration with EOI Business School. Under the guidance of Program Chairman, Juan Ignacio de Arcos of BigML, the two-day event is shaping up nicely with a healthy balance between technical instructors and business leaders among the distinguished […]

https://blog.bigml.com/2019/12/19/meet-the-distinguished-speaker-lineup-for-the-machine-learning-school-in-seville-mlsev/

The Most In Demand Tech Skills for Data Scientists

By the end of this article you’ll know which technologies are becoming more popular with employers and which are becoming less popular.

https://www.kdnuggets.com/2019/12/most-demand-tech-skills-data-scientists.html

Google’s New Explainable AI Service

Google has started offering a new service for “explainable AI” or XAI, as it is fashionably called. Presently offered tools are modest, but the intent is in the right direction.

https://www.kdnuggets.com/2019/12/googles-new-explainable-ai-service.html

How To “Ultralearn” Data Science: optimization learning, Part 3

This third part in a series about how to "ultralearn" data science will guide you through how to optimize your learning through five valuable techniques.

https://www.kdnuggets.com/2019/12/ultralearn-data-science-optimization-learning-part3.html

Top KDnuggets tweets, Dec 11-17: Idiot’s Guide to Precision, Recall and Confusion

Idiot's Guide to Precision, Recall and Confusion Matrix; 10 Free Must-Read Books for Machine Learning and Data Science; How to Speed up Pandas by 4x with one line of codes; #Math for Programmers teaches you the math you need to know.

https://www.kdnuggets.com/2019/12/top-tweets-dec11-17.html