Michael Clinch

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Manage What You Can't See: No Magic Required

Andi Mann, chief technology advocate at Splunk, is a big proponent of 'observability' - knowing what's happening with all systems, services and apps …

DevOps

The Problem With Dashboards/Metrics

Merio / PixabayWe all have our dashboards and key indicators. We assess performance base on dial, meters, red/green/yellow lights.We sit at our desks …

Analytics

Avoid These Pitfalls to Get Maximum Value from Data Science

Data science techniques are getting better, cheaper, and easier to use. Even small and medium sized organizations can now tap these technologies. …

Data Science

So, You Want to Become a Data Visualization Expert?

With businesses producing mountains of data daily, finding ways to visualize it properly is a major factor in creating actionable insights. However, …

The One Metric Every Data Team Needs to Remember

Early in my career, I interviewed for a software developer position and was asked, “What makes good software?” Being young, I mentioned the usual …

S&P 500 Index

Combine files (binaries) in Power BI Desktop - Power BI

2 minutes to read<p>Contributors<p>One powerful approach to importing data into <b>Power BI Desktop</b> is to combine multiple files, which have the same schema, …

The Beauty of Big Data

<b>Teradata’s Art of Analytics helps people make an emotional connection with the numbers that rule their world.</b><p>In her day-to-day work, Yasmeen Ahmad …

Machine Learning Is Easy

In this article, we will talk about machine learning in general and its interaction with data warehouses. If you are a beginner who doesn't know …

6 Steps to Developing a Streamlined Data Architecture

Without the right processes and tools, it’s easy for a digital analyst to spend more time pulling and organizing data than reporting their findings …

Big Data

Finding the anomalies in big data with machine learning

Q&A with David Drai, CEO of business intelligence company Anodot.<p>Anodot's approach to business intelligence (BI) is to use automated anomaly …

Machine Learning

Why It’s So Hard for Us to Visualize Uncertainty

The U.S. presidential election did not unfold the way so many predicted it would. We now know some of the reasons why—polling failed—but watching the real-time results on Tuesday night wasn’t just surprising, it was confusing. Predictions swung back and forth, and it was hard to process the …

Data Science

Beyond Dashboards: Good Business Intelligence is About Actionable Data

Business intelligence is a lot more than visually appealing dashboards. With a market size of roughly $14 billion, business analytics software companies are making actionable sense of an endless stream of data.<p>Simply defined as the "transformation of raw data into meaningful and useful information …

Big Data

What makes computerized systems smart and to perform like or even better than Humans? - Scienmag: Latest Science and Health News

We are witnessing an increased interest in intelligent systems; the quest for making machines to help, replace and act as humans has been for some …

The 'Rationality' Workshop That Teaches People to Think More Like Computers

The Center For Applied Rationality wants to help humans make better choices.<p>Melissa Beswick, a research coordinator at the University of Pennsylvania and one of my closest friends, has tried for years to force herself into the habit of swimming laps.<p>"There have been times when I've tried to swim …

Artificial Intelligence

Does Machine Learning Spell The End Of The Data Scientist? | Articles | Analytics

The data scientist role has long been considered one of the most prestigious of the digital age, with wages averaging around $120,000. Despite this, …

Neural Networks in Javascript

Neural networks provide the possibility to solve complicated non linear problems. They can be used in various areas such as signal classi

Neural Networks

What Is Predictive Analytics? - 3 Things You Need to Know

Computers are taking over jobs but that doesn't have to be a bad thing

Losing jobs to technology is nothing new. Since the industrial revolution, roles that were once exclusively performed by humans have been slowly but …

Probabilistic Programming for Anomaly Detection

The Fast Forward Labs research team is developing our next prototype, which will demonstrate an application of probabilistic programming. …

Machine Learning

The Skills You'll Need and the Salary You Can Expect as a Data Scientist

Data science is a growing career field that pays well. If you are interested in programming, math, and/or statistics, this career could be perfect …

How Math Determines The 'Game Of Thrones' Protagonist

The hit HBO series <i>Game of Thrones</i>, and the book series that it's based on, George R.R. Martin's <i>A Song of Ice and Fire</i>, features a sprawling cast of characters jostling for power. There are so many, in fact, that just who is the protagonist is a source of debate among <i>GoT</i> fans.<p>Associate professor of …

TV Series

Data Storytelling: The Essential Data Science Skill Everyone Needs

Once your business has started collecting and combining all kinds of data, the next elusive step is to extract value from it. Your data may hold tremendous amounts of <i>potential</i> <i>value</i>, but not an ounce of value can be created unless insights are uncovered and translated into actions or business …

Data Visualization

Top Programming Languages That Will Future-Proof Your Portfolio

The most popular programming languages are used to code most of the applications in the world. Here are the 10 most popular now -- and insight into a …

Programming

10 Ways Predictive Analytics Improves Innovation

From drug discovery to price optimization, across virtually every industry, more companies are using predictive analytics to increase revenue, reduce …

Business Technology

Unsupervised Learning with Even Less Supervision Using Bayesian Optimization

In this post on integrating SigOpt with machine learning frameworks, we will show you how to use SigOpt and XGBoost to efficiently optimize an …

Is the business intelligence dashboard dead?

What’s the difference between a company that uses big data like a grown-up and one that is still in the playpen?<p>Collect it, store it, crunch it, display it… big data has always sounded more like a candy-store display than something businesses use everyday. This past year, as the Economist …

The Future of Machine Learning: Trends, Observations, and Forecasts

The fundamental assumption in Machine Learning is that analytical solutions can be built by studying past data models. Machine Learning supports that …

Machine Learning

Why data science is just grade school math and writing

Though we keep mythologizing data science, its most important work is pretty basic.<p>Say the words "data science" and images of number-crunching …

Data Science

Machine Learning: a brief breakdown

<b>Is everyone around you talking about Machine Learning? Have you heard about some algorithms and techniques but are missing the bigger picture? This</b> …

Machine Learning
Artificial Intelligence