Sat.Feb 04, 2023 - Fri.Feb 10, 2023

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8 steps to turning around a toxic IT culture

CIO Business Intelligence

Despite greater emphasis on empathy and inclusivity, toxic behavior is still an issue for many IT organizations. And when toxicity takes root, friendliness, kindness, and basic civility quickly fall by the wayside, replaced by selfishness, harassment, and even outright emotional and physical abuse. Identifying and neutralizing an emerging toxic IT culture before it can begin damaging team members, projects, and overall organization performance is every CIO’s responsibility.

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SQL and Python Interview Questions for Data Analysts

KDnuggets

Walking you through the most important SQL and Python technical concepts and four interview questions to practice for the Data Analyst position.

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How the ‘diversity hire’ accusation and other barriers remain for Black women in tech

CIO Business Intelligence

Black women in technology are burnt out and impatient with an IT industry slow to change. More than a dozen Black women working in technology roles, across a wide range of industries and at varying levels of seniority, spoke to CIO.com on the back of a British Computer Society (BCS) and Coding Black Females (CBF) report— The Experiences of Black Women in the IT Industry , fielded in the summer of 2021 but launched last October—that found that total representation of Black people in the UK IT wor

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Types of Cloud Computing Platforms

Analytics Vidhya

Introduction Explore the exciting world of cloud computing! This blog post will overview the different cloud platform types, their benefits, and their uses. Everyone, from beginners to experts, will be able to gain insight into the types of cloud computing platforms that best fits their needs. Gather the information you need to make the best […] The post Types of Cloud Computing Platforms appeared first on Analytics Vidhya.

Analytics 308
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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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Uncover The Power Of White Label Dashboards & Reports With Key Features And Examples 

datapine

Table of Contents 1) What Are White Label Reports? 2) Benefits Of White Label Reports 3) Key White Label Reporting Features 4) White Label Dashboards & Report Examples In today’s competitive business environment, building a brand that is trusted, recognizable, and loved by many is not an easy task. It is not enough to just provide a good product or service to clients anymore, it is about offering personalized experiences that will set your company apart from competitors.

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Power BI and the Dimensional Dilemma

Paul Turley

There is no secret about this. If you do any legitimate research about Power BI (reading blogs, books or training from reliable sources), you will quickly learn that a lot of basic functionality requires a dimensional model, aka "Star Schema". This is a hard fact that every expert promotes, and self-taught data analysts either have learned or will learn through experience.

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Deep Residual Learning for Image Recognition (ResNet Explained)

Analytics Vidhya

Introduction Deep learning has revolutionized computer vision and paved the way for numerous breakthroughs in the last few years. One of the key breakthroughs in deep learning is the ResNet architecture, introduced in 2015 by Microsoft Research. In this article, we will discuss the ResNet architecture and its significance in the field of computer vision. […] The post Deep Residual Learning for Image Recognition (ResNet Explained) appeared first on Analytics Vidhya.

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Regulation: Hurdle or Driver for Data Analytics in Financial Services

Teradata

In the aftermath of the 2008 financial crash, service providers have been subject to increasing rules & requirements. To what extent has this climate held back advances in data analytics?

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The Future of Composable Business

Timo Elliott

Paul Saunders , SAP’s Head of Product Strategy and Chief Evangelist Cloud ERP, was recently the guest of The Future of ERP podcast , talking about “Composable ERP.” It’s a term that comes from Gartner (other analysts have similar concepts): “Composable business means creating an organization made from interchangeable building blocks.

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Coaching IT pros for leadership roles

CIO Business Intelligence

When you’ve spent your career mastering complex technologies, stepping into a leadership role might not be the first item on your wish list. As a CIO, you’ve already made this transition. But how do you prepare others on your team for this next career step? This is one of the more challenging steps in any IT career. It requires you to hesitate when you know the answer, let others make mistakes, and convince someone who has spent decades getting to the apex of a technical skillset to let it go an

IT 120
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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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End-to-End MLOps Architecture and Workflow

Analytics Vidhya

Introduction All the machine learning projects developed for the industrial business problem aim to develop and deploy them into production quickly. Thus, developing an automated ML pipeline becomes a challenge, which is why most ML projects fail to deliver on their expectations. However, the problem of automated ML pipelines can be addressed by bringing the […] The post End-to-End MLOps Architecture and Workflow appeared first on Analytics Vidhya.

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KDnuggets Survey: Benchmark with your peers on industry spend and trends

KDnuggets

KDnuggets and its partners have just released a Spend & Trends survey to provide you the opportunity to benchmark with your peers on how folks are spending and the mindsets around current trends.

IT 110
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Creating and Displaying a Last Refresh Date Measure

Paul Turley

usiness users often need to know how fresh the data is that they see on a Power BI report. This requirement can be interpreted to mean either "when was the last date & time that the source data was updated?" or "when was the last date & time that the data model was refreshed?" I've used a few different approaches to record the actual date and time, but all generally using the same technique.

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Software project management challenges — and how to handle them

CIO Business Intelligence

The need for efficient software development has taken on greater importance as enterprises introduce more and more digital services and add automation capabilities to enhance business processes. Managing software projects might not be at the top of CIOs’ priority lists , but it is something that IT leaders will have to master. There are plenty of challenges involved in managing software projects, and IT executives who learn how to address these hurdles can help their organizations build better a

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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

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Web3: Breaking the Chains of Centralized Content Distribution

Analytics Vidhya

Introduction Web3 has the potential to revolutionize the way content is created, distributed, and monetized. Using decentralized blockchain technology, Web3 enables secure, censorship-resistant distribution of content and fairer revenue distribution for creators. The emergence of Web3 content platforms is changing the landscape, but adoption faces challenges such as user adoption and technology limitations.

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Learning How to Use ChatGPT to Learn Python (or anything else)

KDnuggets

Let's learn how ChatGPT can help us learn about Python. or really anything at all.

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Top 5 Data Science Use Cases You Should Know About

Dataiku

Whether you're exploring a handful or hundreds of data science use cases, the application of data science across the company can seem nearly endless. Let’s explore some of the most common data science use cases and how they can benefit businesses.

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6 revealing statistics about career challenges Black IT pros face

CIO Business Intelligence

Despite a recent push to address diversity issues in IT, data shows that Black professionals still face an uphill battle in the tech industry, receiving less recognition, opportunity, and acceptance than non-Black peers. Because of this, according to a report from Russel Reynolds Associates and Valence , 47% of Black technology professionals “strongly agree” that they must switch between companies more regularly for career growth, whereas only 28% of non-Black respondents said the same.

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Scratch Detection Using Mask RCNN & Yolov5

Analytics Vidhya

Introduction This project focuses on Car Scratch Detection, in sync with the development of autonomous quality inspection systems for different types of products. For example, in a parking lot, such detection provides the client with the assurance that their car will be safe and sound; also, if something happens, the detection system will be useful […] The post Scratch Detection Using Mask RCNN & Yolov5 appeared first on Analytics Vidhya.

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Linear Programming 101 for Data Scientists

KDnuggets

This post provides an overview of topics in linear programming, history, and recent advances, software packages, common problem specifications, and a case study using Toronto shelters data and the PuLP software package.

Software 108
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A New Business Model for a Midsize Business: Fresh Air As A Service

Timo Elliott

New cloud platform technologies have unleashed new opportunities for business model innovation. Midsize companies, in particular, can leverage their deep understand of their customer needs to go beyond providing products or simple transactional services, and instead introduce more value-added solutions on a subscription basis. ActoVent in Germany is a great example of this trend, and has explained the technical and business opportunities in their entry to the SAP Innovation Awards 2023.

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Insurance IT leaders herald new era for digital customer experience

CIO Business Intelligence

The insurance industry is undergoing a sea change, with IT playing a crucial role in rolling out digital customer experiences for policyholders and agents, as in-person meetings all but vanish in the post-pandemic era. This pivot to digital customer experiences has become a new insurance industry imperative, as John Aflac, Liberty Mutual, MassMutual, MetLife, and a host of other insurers have embraced digital strategies for interacting with and delivering new services to customers — in some case

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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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Top Rarely Used Pandas Function In 2023 One Should Know

Analytics Vidhya

Introduction When it comes to data preparation using Python, the term which comes to our mind is Pandas. No, not the one whom you see happily munching away on bamboo and lazily somersaulting. Well, a library for prepping up the data for further analysis. Be it finding out which columns need to be removed or which […] The post Top Rarely Used Pandas Function In 2023 One Should Know appeared first on Analytics Vidhya.

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5 Reasons Why You Need Synthetic Data

KDnuggets

Collecting and labeling data in the real world can be time-consuming and expensive. This data can also come with quality, diversity, and quantity issues. Fortunately, problems like these can be helped with synthetic data.

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Improve observability across Amazon MWAA tasks

AWS Big Data

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that makes it simple to set up and operate end-to-end data pipelines in the cloud at scale. A data pipeline is a set of tasks and processes used to automate the movement and transformation of data between different systems.­ The Apache Airflow open-source community provides over 1,000 pre-built operators (plugins that simplify connections to services) for Apache Airflow to build data p

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FINRA CIO Steve Randich pushes the public cloud forward

CIO Business Intelligence

The CIO of a regulatory agency that reports to the US Securities and Exchange Commission — one of the biggest cloud consumers in the world — has made it his mission to help other CIOs — and Amazon Web Services itself — improve cloud computing. The Financial Industry Regulatory Authority, an operational and IT service arm that works for the SEC, is not only a cloud customer but also a technical partner to Amazon whose expertise has enabled the advancement of the cloud infrastructure at AWS.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Different Ways to Make 5G Services Better Using AI

Analytics Vidhya

Introduction When 3G got launched in India and worldwide, we were happy that at least YouTube videos would play decently. When 4G was released, video calls & web meetings became a reality. What does 5G hold next for us? – we all are excited to know! But something that we don’t realize easily is that – […] The post Different Ways to Make 5G Services Better Using AI appeared first on Analytics Vidhya.

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Learn Data Engineering From These GitHub Repositories

KDnuggets

Kickstart your Data Engineering career with these curated GitHub repositories.

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A step-by-step guide to setting up a data governance program

IBM Big Data Hub

In our last blog , we delved into the seven most prevalent data challenges that can be addressed with effective data governance. Today we will share our approach to developing a data governance program to drive data transformation and fuel a data-driven culture. Data governance is a crucial aspect of managing an organization’s data assets. The primary goal of any data governance program is to deliver against prioritized business objectives and unlock the value of your data across your org

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Customer service, especially field service, helps companies outperform competitors and drive growth

CIO Business Intelligence

In economic uncertainty, it’s natural for executives to explore where to reduce spending, trim the fat , so to speak, and cut enterprising investments as a matter of caution. But this thinking is also counter-productive for all the reasons that make uncertainty so predictable. We can expect that every company is going to react this way in times of uncertainty.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.