Data Science

Data Science | News, how-tos, features, reviews, and videos

illuminated network
An infinity symbol hovers over a horizon line of sea and sky. [continuous cycle / iterative process]

upside down turtle tortoise shell stuck rollover slow malfunction

The high cost of data science toil

Data science toil saps agility and prevents organizations from scaling data science efforts efficiently and sustainably. Here’s how to avoid it.

team of computer engineers work on machine learning neural network picture id1182697691

Don’t rush to machine learning

A simpler approach—good data, SQL queries, if/then statements—often gets the job done.

artificial intelligence automation digital brain thinkstock 875595818 100749926 orig

JetBrains previews data science IDE

DataSpell offers data analysis and machine learning model prototyping.

ai artificial intelligence ml machine learning abstract face

What is AI bias mitigation, and how can it improve AI fairness?

Algorithmic biases that lead to unfair or arbitrary outcomes take many forms. But we also have many strategies and techniques to combat them.

robot monitoringa  cog wheel system for maintenance [automation]

When RPA meets data science

Data science can make robotic process automation more intelligent. Robotic process automation make it easier to deploy data science models in production.

momentum man pushing boulder uphill conquer challenge by yogysic getty images 479447604

Data science needs drudges

Quality data science outputs depend on quality inputs. Data cleansing and preparing may not be exciting work, but it’s critical.

Conceptual trend lines track + monitor data analytics [forecasting / future / what's next]

An introduction to time series forecasting

Time series forecasts are used to predict a future value or a classification at a particular point in time. Here’s a brief overview of their common uses and how they are developed.

big data analytics computer laptop app security

6 essential Python tools for data science—now improved

SciPy, Numba, Cython, Dask, Vaex, and Intel SDC all have new versions that aid big data analytics and machine learning projects.

robot arm using laptop

The real successes of AI

Despite the hype, especially around self-driving cars, AI is writing code, designing Google chip floor plans, and telling us how much to trust it.

abstract data analytics

Getting started with time series analysis

Time series analysis involves identifying attributes of your time series data, such as trend and seasonality, by measuring statistical properties.

cloud computing / cloud network

How the cloud and big compute are remaking HPC

High-performance computing projects require massive quantities of compute resources. Pairing simulation and specialized hardware with the cloud powers the breakthroughs of the future.

money time clock numbers abstract

How to visualize time series data

Visualizing time series data is often the first step in observing trends that can guide time series modeling and analysis.

artificial intelligence / machine learning / binary code / neural network

Simplify machine learning with Azure Applied AI Services

Microsoft is wrapping its Cognitive Services machine learning platform as business-focused services.

glowing lcd numbers 142986830

Speed up your Python with Numba

Want faster number-crunching in Python? You can speed up your existing Python code with the Numba JIT, often with only one instruction.

python snake programming language

Get started with Anaconda Python

Anaconda provides a handy GUI, a slew of work environments, and tools to simplify the process of using Python for data science.

Data center corridor of servers with abstract overlay of digital connections.

Why you need a data integration platform

With every organization generating and accessing multiple data sources, an integration platform ensures every team has the data they need to drive the business forward.

Conceptual trend lines track + monitor data analytics [forecasting / future / what's next]

Excel, Python, and the future of data science

If the ubiquitous spreadsheet program is the gateway to data science, Python aims to be the next step.

Do More With R [video teaser/video series] - R Programming Guide - Tips & Tricks

Use the new R pipe built into R 4.1

Learn the new pipe operator built into R 4.1 and how it differs from the maggritr pipe. Don’t want to install R 4.1 yet? See how to run R 4.1 in a Docker container.

Load More
You Might Also Like