Top Stories, Dec 30 – Jan 5: How To Ultralearn Data Science; Automated Machine Learning: How do teams work together on an AutoML project?

Also: Predict Electricity Consumption Using Time Series Analysis; What is the most important question for Data Science (and Digital Transformation); Why Python is One of the Most Preferred Languages for Data Science?; What is a Data Scientist Worth?; How to Speed up Pandas by 4x with one line of code

https://www.kdnuggets.com/2020/01/top-news-week-1230-0105.html

H2O Framework for Machine Learning

This article is an overview of H2O, a scalable and fast open-source platform for machine learning. We will apply it to perform classification tasks.

https://www.kdnuggets.com/2020/01/h2o-framework-machine-learning.html

Data Lakes vs. Data Warehouses

Understand the differences between the two most popular options for storing big data.

https://www.datacamp.com/community/blog/data-lakes-vs-data-warehouses

3 common data science career transitions, and how to make them happen

Breaking into a career in Data Science can depend on where you start. See if you fit into one of these three categories of "newbies," and then find out how to make your professional transition into the field.

https://www.kdnuggets.com/2020/01/3-common-data-science-career-transitions.html

Live Webinar: Learn how to build better machine learning pipelines

In this webinar, Jan 15 @ 12PM EST, we'll offer solutions to the common challenges data scientists and data engineers face when building a machine learning pipeline. Register now to attend live or to watch a recording afterwards.

https://www.kdnuggets.com/2020/01/cnvrg-webinar-better-machine-learning-pipelines.html

A Comprehensive Learning Path for Deep Learning in 2020

Introduction What a time to be working in the deep learning space! 2019 was chock full of deep learning-powered developments and breakthroughs – it ...
The post A Comprehensive Learning Path for Deep Learning in 2020 appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2020/01/comprehensive-learning-path-deep-learning-2020/

5 Ways AI Is Changing The Healthcare Industry

The healthcare AI market is expected to reach 28 billion dollars by the year 2025. With such exponential growth, AI is undoubtedly likely to bring some drastic changes in the healthcare industry. Let’s look at five ways of how AI has changed the healthcare industry.

https://www.kdnuggets.com/2020/01/5-ways-ai-changing-healthcare-industry.html

Introducing Generalized Integrated Gradients (GIG): A Practical Method for Explaining Diverse Ensemble Machine Learning Models

There is a need for a new way to explain complex, ensembled ML models for high-stakes applications such as credit and lending. This is why we invented GIG.

https://www.kdnuggets.com/2020/01/generalized-integrated-gradients-explaining-ensemble-models.html

A Comprehensive Guide to Natural Language Generation

Follow this overview of Natural Language Generation covering its applications in theory and practice. The evolution of NLG architecture is also described from simple gap-filling to dynamic document creation along with a summary of the most popular NLG models.

https://www.kdnuggets.com/2020/01/guide-natural-language-generation.html

Python vs. R for Data Science: What’s the Difference?

Here’s how to determine when to use the two most popular languages for data science: Python and R.

https://www.datacamp.com/community/blog/when-to-use-python-or-r

7 Resources to Becoming a Data Engineer

An estimated 8,650% growth of the volume of Data to 175 zetabytes from 2010 to 2025 has created an enormous need for Data Engineers to build an organization's big data platform to be fast, efficient and scalable.

https://www.kdnuggets.com/2020/01/resources-become-data-engineer.html

5 Hands-on Skills Every Data Scientist Needs in 2020 – Coming to ODSC East

Here are our top five hands-on training focus areas that every data scientist should know and that we’re paying extra attention to at ODSC East 2020 this April 13-17 in Boston.

https://www.kdnuggets.com/2020/01/odsc-5-skills-every-data-scientist-needs.html

A Comprehensive Learning Path to Understand and Master NLP in 2020

Introduction Google “NLP jobs” and a remarkable number of relevant searches show up. There are businesses spinning up around the world that cater exclusively ...
The post A Comprehensive Learning Path to Understand and Master NLP in 2020 appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2020/01/learning-path-nlp-2020/

10 Python Tips and Tricks You Should Learn Today

Check out this collection of 10 Python snippets that can be taken as a reference for your daily work.

https://www.kdnuggets.com/2020/01/10-python-tips-tricks-learn-today.html

KDnuggets™ News 20:n01, Jan 8: How to “Ultralearn” Data Science; How teams do AutoML?

First issue of 2020 brings you a summary of how to "Ultralearn" Data Science - for those in a hurry; Explains how teams work on AutoML project; Why Python is a preferred language for Data Science; and a cartoon on teaching ethics to AI.

https://www.kdnuggets.com/2020/n01.html

Learning SQL the Hard Way

Simply put: This post is about installing SQL, explaining SQL and running SQL.

https://www.kdnuggets.com/2020/01/learning-sql-hard-way.html

Top 5 must-have Data Science skills for 2020

The standard job description for a Data Scientist has long highlighted skills in R, Python, SQL, and Machine Learning. With the field evolving, these core competencies are no longer enough to stay competitive in the job market.

https://www.kdnuggets.com/2020/01/top-5-data-science-skills-2020.html

Time Series Analysis with Spreadsheets

In this tutorial, you'll learn basic time-series concepts and basic methods for forecasting time series data using spreadsheets.

https://www.datacamp.com/community/tutorials/time-series-analysis-with-spreadsheets

Top KDnuggets tweets, Jan 01-07: Introduction to Data Visualization and Storytelling: A Guide For The Data Scientist eBook

Introduction to Data Visualization & Storytelling;The Data Science Interview Study Guide; Why Kaggle will NOT make you a great Data Scientist; Cartoon: Teaching Ethics to AI

https://www.kdnuggets.com/2020/01/top-tweets-jan01-07.html

Here’s your Learning Path to Master Computer Vision in 2020

Introduction There are an overwhelming number of resources out there these days to learn computer vision concepts. How do you pick and choose from ...
The post Here’s your Learning Path to Master Computer Vision in 2020 appeared first on Analytics Vidhya.

https://www.analyticsvidhya.com/blog/2020/01/computer-vision-learning-path-2020/

Stock Market Forecasting Using Time Series Analysis

Time series analysis will be the best tool for forecasting the trend or even future. The trend chart will provide adequate guidance for the investor. So let us understand this concept in great detail and use a machine learning technique to forecast stocks.

https://www.kdnuggets.com/2020/01/stock-market-forecasting-time-series-analysis.html