Tue.Mar 29, 2022

article thumbnail

End-to-End Data Analysis Using Microsoft Excel

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction We will be analyzing fitness information in this article completely in Excel. Excel has some inbuilt functions which we could use to make our analysis stand out. About the Data Analysis The data is publicly available on Kaggle. It includes fitness information collected by the contributor […].

article thumbnail

Time Series Forecasting with Ploomber, Arima, Python, and Slurm

KDnuggets

In this blog you will see how the authors took a raw.ipynb notebook that does time series forecasting with Arima, modularized it into a Ploomber pipeline, and ran parallel jobs on Slurm.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Logistic Regression and Maximum Likelihood: Explained Simply (Part I)

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to Linear Regression Image 1: Sales vs Budget data with a linear model representation Linear regression is a statistical method that presumes a linear relationship between the input and the output variables. In the given example above we can see that budget is the […].

article thumbnail

CIO Cloud Transformation Summit – taking the digital enterprise to new heights

CIO Business Intelligence

For the conference keynote, Foundry (formerly IDG Communications) welcomes Corey Quinn , chief cloud economist at the Duckbill Group, where he speaks with Scott Carey on innovation and cost – the ability to have your cake and expense it too. Corey hosts the podcast “Screaming in the Cloud” and “AWS Morning Brief” podcasts; and curates “Last Week in AWS,” a weekly newsletter summarising the latest in AWS news, blogs, and tools, sprinkled with snark and thoughtful analysis in equal measure.

article thumbnail

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

article thumbnail

Solve a Real-world Problem Using Classical Machine Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Any company in existence today thrives to make a profit. Insurance companies are profitable when the claims that they issue are lesser than the premiums they receive. This is the real-world problem we are going to tackle today. If there is a method […]. The post Solve a Real-world Problem Using Classical Machine Learning appeared first on Analytics Vidhya.

article thumbnail

Hybrid Data Cloud Success for State and Local Governments

Cloudera

State and local governments generate and store enormous amounts of data essential to their ability to deliver citizen services. But how can they capitalize on all of their data to become engines of growth and innovation, empowering and enhancing their ability to provide services and better serve their communities? Data doesn’t arrive on the doorsteps of government offices as a neatly packaged asset.

More Trending

article thumbnail

Closing the Gap Left by Third Party Cookie Deprecation

Teradata

Consumers expect personalized experiences when they interact with a brand. But organizations are losing the ability to listen to their customers via digital channels. Fixing this is critical.

article thumbnail

Exploratory Data Analysis with an Example

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Exploratory Data Analysis helps in identifying any outlier data points, understanding the relationships between the various attributes and structure of the data, recognizing the important variables. It helps in framing questions and visualizing the results, paving the way to make an informed choice […].

article thumbnail

Self-Service BI vs Traditional BI: What’s Next?

Alation

Business intelligence has a long history. Historian Richard Millar Devens first used the term to describe the machinations of banker Sir Henry Furnese, who collected information and acted on it quickly to outsmart his competition. Today, the term describes that same activity, but on a much larger scale, as organizations race to collect, analyze, and act on data first.

article thumbnail

Unpacking the promise of Private 5G

CIO Business Intelligence

Public 5G services are all the rage in carrier TV advertising, but enterprises may find a powerful alternative to local area, Wi-Fi, and edge networks in the form of Private 5G. With high-speed operational performance and enterprise control, Private 5G has the potential to advance new connectivity capabilities across virtually any industry segment. The global Private 5G network market is growing at a compound annual growth rate of more than 40% and projected to reach USD $13.92 billion by 2028,

article thumbnail

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

article thumbnail

Machine Learning Textbook: Stochastic Processes and Simulations

KDnuggets

The 100 page book on stochastic processes. Published in 2022. This off-the-beaten-path machine learning tutorial is designed for busy professionals, researchers and students eager to learn and apply methods ranging from simple to advanced, in a minimum amount of time. Offered with data sets, source code, videos, spreadsheets and solved exercises.

article thumbnail

CIO exit interview: Steve Hodgkinson, Victoria Department of Health

CIO Business Intelligence

It’s been seven years since Steve Hodgkinson began the task of leading complex digital transformation programs at the Victoria Department of Health as CIO. “Seven years is a long time in the CIO game,” Hodkinson says, “so I think it’s time to step aside and let somebody else lead the next phase of the digital transformation journey for the Department of Health.

article thumbnail

What’s the Difference Between Data Analysts and Data Scientists?

KDnuggets

This article will help you understand what data analysts and data scientists do with data in detail.

108
108
article thumbnail

SDG&E seeks speed advantage in the cloud

CIO Business Intelligence

San Diego Gas & Electric has taken an aggressive approach to its digital transformation due in part to forces beyond its control—climate change, the pandemic and geopolitical tensions—altering its entire way of doing business. Known for its innovative drone imagery application that helped track West Coast wildfire, the San Diego utility began its migration to the cloud a little more than two years ago—just before the pandemic and escalation in cyberattacks—and just as Ben Gordon took the hel

article thumbnail

The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

article thumbnail

Data Driven Companies Must Understand Differences Between Fact Tables & Dimension Tables

Smart Data Collective

If you’re in the business of helping others, then you need to be in the business of data. In the world of data stacking, which is the theory of data organizing, there are two concepts that center around it: Fact table vs dimension table. This is the topic of harnessing data in a manner that is accessible, and tangible has been posited by many. Entire professions and teams have been built around data analytics and interpretations, an obstacle that has left all but those with enough capital and re

article thumbnail

Responsible Hiring With AI at Schlumberger

Dataiku

A common occurrence in talent acquisition referred to as the “search for the purple squirrel” leaves both applicants and recruiters disappointed. This search refers to the costly quest to find the perfect candidate for a role. Like purple squirrels, these candidates do not exist. Because of the evolving nature of an organization’s needs, the perfect candidate will never be found.

59
article thumbnail

The Many Advantages of a Cloud-First Approach

CIO Business Intelligence

By George Rigby. Enterprises are rapidly moving to a cloud-first strategy, one that will deliver operational and security improvements across their entire IT estate. That said, a majority of enterprises haven’t moved entirely to a cloud-first approach and will likely take several years to fully get there. Enterprises must first recognize how fundamentally different a true cloud-first approach is, compared with the traditional install, feed, maintain and refresh approach that has dictated IT infr

article thumbnail

How to Optimize NetSuite for Faster, Accurate Financial Reporting

Jet Global

Born and built in the cloud as an enterprise resource planning (ERP) solution, Oracle NetSuite enables organizations to create a unified view of their business. While it generates reports on enterprise performance, the platform wasn’t built to optimize the reporting process. For accounting and finance teams especially, the challenge makes it difficult to create flexible, customized financial reports.

article thumbnail

How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

article thumbnail

5 Types of Costly Data Waste and How to Avoid Them

CIO Business Intelligence

Do you know someone who bought a lot of fancy exercise equipment but doesn’t use it? Turns out, exercise equipment doesn’t provide many benefits when it goes unused. The same principle applies to getting value from data. Organizations may acquire a lot of data, but they aren’t getting much value from it. This is a widespread issue that cuts across different sectors.

article thumbnail

Working from a war zone: Ukrainian IT pros share their experiences

CIO Business Intelligence

Earlier this year as Russian troops massed along the Ukrainian border, Israel-headquartered Beewise offered to relocate each of its Ukraine-based technologists and up to 10 of their family members with all expenses paid for six months. Diana Lisovenko, a software engineer from Ukraine’s capital city of Kyiv, decided to stay put. She thought the chances of war were slim.

IT 140
article thumbnail

Celonis beefs up its Power BI process mining capabilities

CIO Business Intelligence

For the past decade, process mining specialist Celonis has been helping enterprises optimize processes around their ERP systems — and more recently has branched out to help them optimize their use of workflow automation platforms, too. Now it is acquiring Process Analytics Factory to improve its process mining offering and help enterprises automate with Microsoft’s Power Platform.

IT 98