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/

Towards a Quantitative Measure of Intelligence: Breaking Down One of the Most Important AI Papers of 2019, Part I

AI scientist Francois Chollet proposes a better framework for measuring the intelligence of AI systems.

https://www.kdnuggets.com/2019/12/towards-quantitative-measure-intelligence-important-ai-paper-2019-1.html

Top Stories, Dec 16-29: What is a Data Scientist Worth?; Google’s New Explainable AI Service

Also: Let’s Build an Intelligent Chatbot; 10 Best and Free Machine Learning Courses, Online; Build Pipelines with Pandas Using pdpipe; Alternative Cloud Hosted Data Science Environments

https://www.kdnuggets.com/2019/12/top-news-week-1216-1229.html

How To “Ultralearn” Data Science: summary, for those in a hurry

For those of you in a hurry and interested in ultralearning (which should be all of you), this recap reviews the approach and summarizes its key elements -- focus, optimization, and deep understanding with experimentation -- geared toward learning Data Science.

https://www.kdnuggets.com/2019/12/ultralearn-data-science-summary.html

Towards a Quantitative Measure of Intelligence: Breaking Down One of the Most Important AI Papers of 2019, Part II

AI scientist Francois Chollet proposes a better framework for measuring the intelligence of AI systems.

https://www.kdnuggets.com/2019/12/towards-quantitative-measure-intelligence-important-ai-paper-2019-2.html

What is the most important question for Data Science (and Digital Transformation)

With so many buzzwords surrounding AI and machine learning, understanding which can bring business value and which are best left in the lab to mature is difficult. While machine learning offers significant power in driving digital transformations, a business must start with the right questions and leave the math to the development teams.

https://www.kdnuggets.com/2019/12/most-important-question-data-science.html

Top KDnuggets tweets, Dec 18-30: A Gentle Introduction to Math Behind Neural Networks

A Gentle Introduction to #Math Behind #NeuralNetworks; Learn How to Quickly Create UIs in Python; I wanna be a data scientist, but... how!?; I created my own deepfake in two weeks

https://www.kdnuggets.com/2019/12/top-tweets-dec18-30.html