Mon.Apr 18, 2022

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Data Exploration and Visualisation Using Palmer Penguins Dataset

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Artwork by @allison_horst Introduction It is almost impossible […]. The post Data Exploration and Visualisation Using Palmer Penguins Dataset appeared first on Analytics Vidhya.

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Top YouTube Channels for Learning Data Science

KDnuggets

YouTube has become an important element in people's self-development and increase of knowledge. Check out this list of YouTube channels that offer Data Science learning.

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Key Considerations When Managing a Multivendor IT Environment

CIO Business Intelligence

Multivendor enterprise IT environments don’t spring up overnight. They tend to evolve over time. Organizations cobble them together by combining sequences of usually unrelated events – everything from acquisitions to investments in best-of-breed components to leadership changes that shift tactics regarding vendor preferences. Where does this leave IT leaders?

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Deploy a Machine Learning Web App with Heroku

KDnuggets

In this article, you will learn to deploy a fully functional ML web application in under 3 minutes.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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At a loss for data project ROI? Evaluate it like a product

CIO Business Intelligence

In 2006, British mathematician Clive Humby proclaimed, “Data is the new oil.”. Humby had bona fides to make that claim. He and his wife, Edwinna Dunn, own Dunnhumby, a global customer data science company that helped Tesco create its Clubcard, the world’s first supermarket loyalty card. The program gave the British retailer unprecedented insight into its customers and their buying habits.

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Will DeepMind’s AlphaCode Replace Programmers?

KDnuggets

New milestone achieved by AlphaCode in competitive programming. Should software engineers fear for their jobs? Will AI replace us or assist us?

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Guide to Iteratively Tuning GNNs

KDnuggets

This blog walks through a process for experimenting with hyperparameters, training algorithms and other parameters of Graph Neural Networks.

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Royal National Lifeboat Institution CIO talks COVID-19 response, data, and mental health

CIO Business Intelligence

The Royal National Lifeboat Institution (RNLI) has come a long way since its inception in 1824, but its core mission remains the same: to save lives at sea. Volunteers provide a 24-hour search and rescue service around the coasts of the United Kingdom and Republic of Ireland, where the non-profit operates some 238 lifeboat stations and 240 lifeguard units.

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Top Posts Apr 11-17: Python Libraries Data Scientists Should Know in 2022

KDnuggets

Also: Decision Tree Algorithm, Explained; Naïve Bayes Algorithm: Everything You Need to Know; Why Are So Many Data Scientists Quitting Their Jobs?; Top Programming Languages and Their Uses.

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The Future is Here and It Is Wireless

CIO Business Intelligence

Connectivity is no longer a luxury. It is as important as power, water, and gas. And like your other utilities, being connected isn’t just about having the service connected. You need it to be ready for peaks in activity as well as the quieter times. Companies rely on fast reliable connectivity wherever and whenever they need it. New and emerging technologies such as artificial intelligence, machine learning and augmented reality depend on fast networks.

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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.

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Building a Feature Store for Quicker and More Accurate ML Models

Dataiku

The feature store is an emergent topic in data science and many data scientists and others in the machine learning (ML) space seek further understanding of this idea of developing a repository for reliable and impactful features to streamline ML model building. In this recent Dataiku Product Days session, Marlan Croiser (Senior Data Scientist from Premera Blue Cross, a leading health plan provider in the Pacific Northwest) walked us through Premera’s feature store development journey with Dataik

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Transitioning to Hybrid Work with Smarter Workspaces

CIO Business Intelligence

As highlighted in Fortune Magazine’s recent article Best Companies to Work for 2022, “coming out of the pandemic, workers want the ability to choose where, when, and how they work.” Many companies are offering employees what they want. In fact, the article states that “58% of knowledge workers have hybrid work arrangements as of January 2022, according to data from the Future Forum Pulse survey.”.

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Valuable Use Cases for Data Lineage in the Insurance Industry

Octopai

Regulatory standards for the insurance industry are almost as old as the insurance industry itself. They were set in stone (basalt or diorite, to be exact ) by the Babylonian King Hammurabi around the year 1750 BCE. Insurance in the ancient world tended to revolve around merchants shipping cargo. Insurance for your personal valuables, your pets or your fantasy football players was a thing of the future. .

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Deliver Better Digital Experiences with Observability

CIO Business Intelligence

Today, the stakes are undeniably high for exceptional digital experiences. With 80 percent of customer interactions being digital , organizations aiming for success must prioritize technologies that foster premium speed, convenience, and service – what 70 percent of consumers say matters the most. And remarkably there’s a great reward for making the effort, as consumers will pay up to 16 percent more for products and services that deliver those benefits. .

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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.

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Accounting and Finance Pros Can Use Tally ERP Analytics!

Smarten

Leverage Integrated Analytics Reporting in Tally ERP ! The Rochester Institute of Technology (RIT) states that, ‘Accounting analytics can help an organization answer financial questions by looking at all the data gathered by a company (e.g., transactional data, financial data, investment analysis, etc.) and analyzing this information to gain significant insights, predict future outcomes, or even ascertain risk.’.

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UK’s DDaT procurement playbook draws mixed reviews from CIOs

CIO Business Intelligence

The DDaT Playbook, announced at the end of March, outlines 11 key policy reforms to how government entities should assess, procure, and deliver digital projects and programmes. All central government departments and bodies are expected to follow the guidance on a “comply or explain” basis, with the reforms applicable to all new DDaT programmes and expected to be considered across the wider public sector.

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Race Ahead of Threats with a Security Data Lake

CDW Research Hub

Security teams are constantly challenged to identify security incidents that truly matter and respond to them before they become a serious threat to business operations. The proliferation of data only complicates matters. Many security operations centers (SOCs) are finding themselves overwhelmed by telemetry data to correlate, a proliferation of tools, expanding attack surfaces that are challenging to monitor and secure, and data silos across security and IT products, security information and ev

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RBI and the Importance of Integrated Threat Protection

CIO Business Intelligence

By Paul Gillin. It sounds like a nearly perfect cybersecurity solution: Intercept incoming data before it reaches the user’s web browser; isolate it in a secure sandbox; and send only the screen images—or pixels—to the browser. The ephemeral server is fully isolated from the organization’s IT assets and data, and its browser sessions are destroyed when the user closes a tab.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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7 secrets of successful digital transformations

CIO Business Intelligence

Organizations that continued full speed ahead with their digital transformation initiatives during the COVID-19 pandemic are able to ruminate on what went right and what they would have done differently, with the benefit of hindsight. Some of what they’ve gleaned comes as no surprise: A successful digital transformation requires executive buy-in, constant communication with business units, and of course, financial commitment.

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How IT Can Use the Hybrid Cloud to Win in the Application Economy

CIO Business Intelligence

Application economy and hybrid cloud have been around for about a decade as part of the technology lexicon. For IT infrastructure and operations teams, the intersection of these two terms reflects both the immense opportunity and challenge they face in helping their businesses succeed in the digital era. There is no question that applications are the key interface between businesses and their customers, partners, employees, and other key stakeholders.

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