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Apr 26 2024
Understanding Linear Regression Intercepts in Plain Language


I am often asked about the role of intercepts in linear regression models – especially the negative intercepts. Here is my blog post on that topic in simple words with minimal statistical terms.   Regression models are used to make predictions. The coefficients in the equation define the relationship between each independent variable and the dependent variable. […]

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Author: Prashanth Southekal

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Apr 25 2024
Preparing for La Niña: Adopting Predictive Maintenance Before Hurricane Season


With a La Niña watch issued for the summer, businesses operating in hurricane-prone regions face heightened concerns about the impending storm season. La Niña heavily impacts the wind shear and atmospheric conditions over the Atlantic, where most hurricanes form thanks to its warm waters. It’s rare to go a year without a hurricane hitting some part of […]

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Author: Kevin Miller

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Apr 11 2024
Managing Software Entitlements and Billing: How Usage Data Supports Streamlined Processes


At some point in your life, you’ve probably joined a gym. In doing so, you had to decide what type of membership was right for your fitness goals and at the right price point for your budget. Maybe it was an all-access pass, billed monthly or annually, with unlimited use of the facility, including the […]

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Author: Victor DeMarines

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Mar 20 2024
The Role of Citizen Data Scientists vs. Data Scientists in Augmented Analytics
If you are an IT professional, a business manager, or an executive, you have probably been following the progress of the citizen data scientist movement. For a number of years, Gartner and other technology research and analysis firms have predicted and monitored the growth of this phenomenon.  In fact, in 2017, Gartner predicted that 40% of data science […]


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Author: Kartik Patel

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Mar 12 2024
10 Advantages of Real-Time Data Streaming in Commerce


While early science fiction shows like “Buck Rogers” (1939) and “The Fly” (1950) depicted teleportation technology, it was Star Trek’s transporter room that made real-time living matter transfer a classical sci-fi trope. While we haven’t built technology that enables real-time matter transfer yet, modern science is pursuing concepts like superposition and quantum teleportation to facilitate information transfer across any distance […]

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Author: Rachel Workman and Jared Stiff

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Mar 8 2024
The Swashbuckling Guide to Building an Analytics Center of Excellence


Ahoy, data adventurers! Embarking on the thrilling journey of building a successful Analytics Center of Excellence (CoE) is akin to navigating the vast seas of data-driven decision-making. As a seasoned captain who’s steered the ship through the turbulent waters of financial services, retail, CPG, and telecom industries, I’ve charted a course that’s proven its mettle […]

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Author: Karthikeyan Ilangovan

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Feb 29 2024
How GenAI Bridges the Data Gap Between CMOs and CFOs


Marketing budgets are never entirely safe. While it may seem like pressure is easing as global economic estimates turn slightly sunnier, consumer demand is still getting more expensive to capture and close – which means scrutiny from finance chiefs is as tough as ever. To keep investment flowing, CMOs need to get better at not only boosting […]

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Author: Harriet Durnford-Smith

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Feb 20 2024
How to Achieve Self-Service Data Transformation for AI and Analytics


Data transformation is the critical step that bridges the gap between raw data and actionable insights. It lays the foundation for strong decision-making and innovation, and helps organizations gain a competitive edge. Traditionally, data transformation was relegated to specialized engineering teams employing complex extract, transform, and load (ETL) processes using highly complex tooling and code. […]

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Author: Raj Bains

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Jan 16 2024
Three Key Commandments of Effective Dashboards


A dashboard is a visual snapshot of business performance using KPIs (key performance indicators) to help users make smarter, data-driven decisions. An effective dashboard simplifies the visual representation of complex data and helps stakeholders understand, analyze, and present key insights at a glance. At the core, the objective of a dashboard is to make complex […]

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Author: Prashanth Southekal

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Jan 12 2024
Four Perspectives on the Art of Data Analytics


As data science professionals, we are often viewed as people who draw conclusions based only on data and minimize other factors. This perception usually becomes contentious when the insights and evidence from the data are inconsistent with somebody else’s “hypothesis.” Or we are confused and maybe frustrated when “qualitative” analysis trumps quantitative analysis. The next time […]

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Author: Jason Jue

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Nov 13 2023
Managing Missing Data in Analytics


Today, corporate boards and executives understand the importance of data and analytics for improved business performance. However, most of the data in enterprises is of poor quality, hence the majority of the data and analytics fail. To improve the quality of data, more than 80% of the work in data analytics projects is on data […]

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Author: Prashanth Southekal

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Sep 15 2023
Introducing the Data Analytics Fabric Concept


Organizations all over the world – both profit and nonprofit – are looking at leveraging data analytics for improved business performance. Findings from a McKinsey survey indicate that data-driven organizations are 23 times more likely to acquire customers, six times as likely to retain customers, and 19 times more profitable [1]. Research by MIT found that digitally mature firms are 26% […]

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Author: Arun Marar and Prashanth Southekal

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Sep 15 2023
Yes, Being a Citizen Data Scientist Can Help You Succeed


If your enterprise has nominated you for the role of a citizen data scientist, you must have the right tools and augmented analytics features to help you fulfill your role.  Gartner has predicted that “90% of corporate strategies will explicitly mention information as a critical enterprise asset and analytics as an essential competency.” This statement, coupled with […]

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Author: Kartik Patel

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Sep 1 2023
Self-Service Data Without Chaos


Information is power, and the ability to put information into the hands of those who can quickly act on it separates the leaders from the laggards in any market. Everyone in an organization – from HR professionals leveraging data to dictate hiring decisions to brand managers leveraging data for pricing optimization – benefits from analytics. […]

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Author: Diby Malakar

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Aug 30 2023
10 Highest-Paying Data Analytics Jobs in 2023


As one of the fastest-growing fields, technology continues to drive transformative changes across various industries, with new advancements emerging each year. Consequently, the demand for data analytics jobs is expected to surge in the near future, with a significant need for data science practitioners worldwide. The U.S. Bureau of Labor Statistics (2021) projects a 22% growth […]

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Author: Rohail Abrahani

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Aug 3 2023
10 Ways to Enhance Your Data Analysis Skills


In our increasingly data-driven world, the ability to analyze data has become a valuable skill. Data analysis skills empower us to make informed decisions, uncover hidden patterns, and extract meaningful insights.  With the demand for professionals skilled in data analysis on the rise, acquiring these abilities is more important than ever.  In this article, we will […]

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Author: Rohail Abrahani

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Jul 31 2023
Why the Future Success of Organizations Relies on Innovation from IT


Organizations are sitting on a mountain of data and untapped business intelligence, all stored across various internal and external systems. Those that utilize their data and analytics the best and the fastest will deliver more revenue, better customer experience, and stronger employee productivity than their competitors. And the organizations that can answer the tough questions […]

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Author: Trevor Schulze

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Jul 21 2023
Demystifying Actionable Insights in Data and Analytics


Every company today is a data company. Organizations worldwide are striving to derive business insights from the enormous amounts of data that are captured and stored to measure and improve business performance. McKinsey found that insight-driven companies report EBITDA (earnings before interest, taxes, depreciation, and amortization) increases of up to 25%. According to Forrester, organizations that use data […]

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Author: Prashanth Southekal

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Jun 30 2023
Architecting Real-Time Analytics for Speed and Scale


In today’s fast-paced world, the concept of patience as a virtue seems to be fading away, as people no longer want to wait for anything. If Netflix takes too long to load or the nearest Lyft is too far, users are quick to switch to alternative options. The demand for instant results is not limited […]

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Author: David Wang

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Jun 1 2023
Building Better Insights: Enabling Real-World Data-Driven Drug Development


By 2025, the drug discovery market is expected to reach $71 billion. While recent growth in the market was largely influenced by the COVID-19 pandemic and the need for vaccinations, a need for more robust data and analytics has also contributed to the industry’s rapid development. Developing new drugs involves substantial money and time – and […]

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Author: Art Brown

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