Webinar: Natural Language Processing for Digital Transformation of Unstructured Text

Learn how pharma and healthcare organizations are using the power of Natural Language Processing (NLP) to transform unstructured text into actionable structured data.

https://www.kdnuggets.com/2019/12/copyright-webinar-natural-language-processing.html

Basics of Functions and Methods in Scala

Learn about the basics of methods, named arguments, default parameter values, variable arguments in addition to different kinds of functions.

https://www.datacamp.com/community/tutorials/basic-functions-methods-scala

6 Powerful Feature Engineering Techniques For Time Series Data (using Python)

Overview Feature engineering is a skill every data scientist should know how to perform, especially in the case of time series We’ll discuss 6 ...
The post 6 Powerful Feature Engineering Techniques For Time Series Data (using Python) appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/6-powerful-feature-engineering-techniques-time-series/

DeepMind Unveils MuZero, a New Agent that Mastered Chess, Shogi, Atari and Go Without Knowing the Rules

The new model showed great improvements over the previous AlphaZero agent.

https://www.kdnuggets.com/2019/12/deepmind-unveils-muzero-agent-chess-shogi-atari-go.html

Top Stories, Dec 2-8: How to Speed up Pandas by 4x with one line of code; 10 Free Top Notch Machine Learning Courses

Also: Data Science Curriculum Roadmap; Enabling the Deep Learning Revolution; The Essential Toolbox for Data Cleaning; A Non-Technical Reading List for Data Science; The Future of Careers in Data Science & Analysis

https://www.kdnuggets.com/2019/12/top-news-week-1202-1208.html

AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2019 and Key Trends for 2020

As we say goodbye to one year and look forward to another, KDnuggets has once again solicited opinions from numerous research & technology experts as to the most important developments of 2019 and their 2020 key trend predictions.

https://www.kdnuggets.com/2019/12/predictions-ai-machine-learning-data-science-research.html

The 4 Hottest Trends in Data Science for 2020

The field of Data Science is growing with new capabilities and reach into every industry. With digital transformations occurring in organizations around the world, 2019 included trends of more companies leveraging more data to make better decisions. Check out these next trends in Data Science expected to take off in 2020.

https://www.kdnuggets.com/2019/12/4-hottest-trends-data-science-2020.html

Moving Predictive Maintenance from Theory to Practice

Here are four common hurdles that need to be overcome before tapping into the benefits of predictive maintenance.

https://www.kdnuggets.com/2019/12/mathworks-predictive-maintenance-theory-practice.html

Using TensorFlow 2.0 to Compose Music

In this tutorial, you will learn how to train generative models to compose music in TensorFlow 2.0.

https://www.datacamp.com/community/tutorials/using-tensorflow-to-compose-music

Game Theory 101: Decision Making in a Competitive Scenario using Normal Form Games

Overview Game Theory can be incredibly helpful for decision making in competitive scenarios Understand the concept of Normal Form Games in the context of ...
The post Game Theory 101: Decision Making in a Competitive Scenario using Normal Form Games appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/game-theory-101-decision-making-normal-form-games/

5 Great New Features in Latest Scikit-learn Release

From not sweating missing values, to determining feature importance for any estimator, to support for stacking, and a new plotting API, here are 5 new features of the latest release of Scikit-learn which deserve your attention.

https://www.kdnuggets.com/2019/12/5-features-scikit-learn-release-highlights.html

The Path to Becoming a Data Engineer

The definitive guide to help you become a data engineer.

https://www.datacamp.com/community/blog/the-path-to-becoming-a-data-engineer

Intro to Grafana: Installation, Configuration, and Building the First Dashboard

One of the biggest highlights of Grafana is the ability to bring several data sources together in one dashboard with adding rows that will host individual panels. Let's look at installing, configuring, and creating our first dashboard using Grafana.

https://www.kdnuggets.com/2019/12/intro-grafana-installation-configuration-building-first-dashboard.html

Scalable graph machine learning: a mountain we can climb?

Graph machine learning is a developing area of research that brings many complexities. One challenge that both fascinates and infuriates those working with graph algorithms is — scalability. We take a close look at scalability for graph machine learning methods covering what it is, what makes it difficult, and an example of a method that tackles it head-on.

https://www.kdnuggets.com/2019/12/scalable-graph-machine-learning.html

Deployment of Machine learning models using Flask

This blog will explain the basics of deploying a machine learning algorithm, focusing on developing a Naïve Bayes model for spam message identification, and using Flask to create an API for that model.

https://www.kdnuggets.com/2019/12/excelr-deployment-machine-learning-flask.html

Top November Stories: How to Speed up Pandas by 4x with one line of code

Also: 10 Free Must-read Books on AI; Data Science for Managers: Programming Languages; The Complete Data Science LinkedIn Profile Guide.

https://www.kdnuggets.com/2019/12/top-stories-2019-nov.html

10 Exciting Real-World Applications of AI in Retail

Overview The rise of artificial intelligence (AI) has disrupted many industries in recent years One of the most impacted industries – retail! Retail operations ...
The post 10 Exciting Real-World Applications of AI in Retail appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2019/12/10-exciting-real-world-applications-ai-retail/

KDnuggets™ News 19:n47, Dec 11: 10 Free Top Notch Machine Learning Courses; AI, Analytics, ML, DS Main Developments and Key Trends

We asked top experts: What were the main developments in AI, Data Science, Deep Learning, and Machine Learning Research in 2019, and what key trends do you expect in 2020? Read their answers, and also check 10 Free Top Notch Machine Learning Courses; 4 Hottest Trends in Data Science; The Essential Toolbox for Data Cleaning, and more

https://www.kdnuggets.com/2019/n47.html

NeurIPS 2019 Outstanding Paper Awards

NeurIPS 2019 is underway in Vancouver, and the committee has just recently announced this year's Outstanding Paper Awards. Find out what the selections were, along with some additional info on NeurIPS papers, here.

https://www.kdnuggets.com/2019/12/neurips-2019-paper-awards.html

Interpretability: Cracking open the black box, Part 2

The second part in a series on leveraging techniques to take a look inside the black box of AI, this guide considers post-hoc interpretation that is useful when the model is not transparent.

https://www.kdnuggets.com/2019/12/interpretability-black-box-part-2.html

AI, Analytics, Machine Learning, Data Science, Deep Learning Technology Main Developments in 2019 and Key Trends for 2020

We asked leading experts - what are the most important developments of 2019 and 2020 key trends in AI, Analytics, Machine Learning, Data Science, and Deep Learning? This blog focuses mainly on technology and deployment.

https://www.kdnuggets.com/2019/12/predictions-ai-machine-learning-data-science-technology.html