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

2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning!

Overview A comprehensive look at the top machine learning highlights from 2019, including an exhaustive dive into NLP frameworks Check out the machine learning ...
The post 2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning! appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/2020-trends-machine-learning-deep-learning/

What is a Data Scientist Worth?

What is the Salary of a Data Scientist in 2019? Let's have a look at some data to see how we can answer that question.

https://www.kdnuggets.com/2019/12/data-scientist-worth.html

What is Data Catalog and Why You Should Care?

Learn why data catalogs could be just the thing you need to meet the challenges of data and metadata management and collaboration.

https://www.kdnuggets.com/2019/12/data-catalog.html

Market Basket Analysis: A Tutorial

This article is about Market Basket Analysis & the Apriori algorithm that works behind it.

https://www.kdnuggets.com/2019/12/market-basket-analysis.html

KDnuggets Cartoon in an English textbook?

KDnuggets is not only for learning about AI, Data Science, and Machine Learning. A KDnuggets cartoon has been included in an English language and culture textbook for French high-school students.

https://www.kdnuggets.com/2019/12/kdnuggets-cartoon-textbook.html

Random Forest vs Neural Networks for Predicting Customer Churn

Let us see how random forest competes with neural networks for solving a real world business problem.

https://www.kdnuggets.com/2019/12/random-forest-vs-neural-networks-predicting-customer-churn.html

10 Best and Free Machine Learning Courses, Online

Getting ready to leap into the world of Data Science? Consider these top machine learning courses curated by experts to help you learn and thrive in this exciting field.

https://www.kdnuggets.com/2019/12/best-free-machine-learning-courses-online.html

5 Weird and Hilarious Uses of Data Science

Introduction “Ripley’s Believe or Not” features some of the weirdest and most bizarre facts from around the world. How about creating our own Ripley’s ...
The post 5 Weird and Hilarious Uses of Data Science appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/five-weird-data-science-uses/

KDnuggets™ News 19:n49, Dec 27: What is a Data Scientist Worth? New Explainable AI from Google

What is a Data Scientist Worth?; Google's New Explainable AI Service; The Most In Demand Tech Skills for Data Scientists; The 4 fastest ways NOT to get hired as a data scientist; and KDnuggets Cartoon which was included in a surprising textbook.

https://www.kdnuggets.com/2019/n49.html

Fighting Overfitting in Deep Learning

This post outlines an attack plan for fighting overfitting in neural networks.

https://www.kdnuggets.com/2019/12/fighting-overfitting-deep-learning.html

How To “Ultralearn” Data Science: deep understanding and experimentation, Part 4

In this fourth and final part of the ultralearning data science series, it's time to take the final steps toward developing a deep understanding of the fundamentals and learning how to experiment -- the two aspects that are the ultimate keys to ultralearning.

https://www.kdnuggets.com/2019/12/ultralearn-data-science-deep-understanding-experimentation-part4.html

5 Key Reasons Why Data Scientists Are Quitting their Jobs

Introduction The stock of a data scientist is at an all-time high right now. There aren’t too many professions out there that can rival ...
The post 5 Key Reasons Why Data Scientists Are Quitting their Jobs appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/5-key-reasons-data-scientists-quit-jobs/