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.

IT 139
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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.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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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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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.

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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

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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.

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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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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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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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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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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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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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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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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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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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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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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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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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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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Broadcom: 2023 Tech Trends That Transform IT

CIO Business Intelligence

At Broadcom, we see challenges companies face first-hand, and in turn how technology trends impact the world’s largest companies. We’re sharing the top 5 predictions that you should be planning for in 2023. Stay tuned for future blogs that dive into the technology behind these predictions from Broadcom’s industry-leading experts: AI and automation will play an even more expanded role in technology Whether in chips, software, or services, Broadcom believes artificial intelligence and automation g

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

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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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3 Ways AI Has Helped Marketers and Creative Professionals Streamline Workflows

Smart Data Collective

Marketing strategies have changed exponentially over the years. In the modern era, businesses have been integrating advanced solutions into their marketing strategies. These advanced solutions, such as artificial intelligence (AI), could optimize your workflow, leading to increased sales and revenue. However, using AI to develop creative work and marketing content is challenging.

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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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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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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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Most Essential 2023 Interview Questions on Data Engineering

Analytics Vidhya

Introduction Data engineering is the field of study that deals with the design, construction, deployment, and maintenance of data processing systems. The goal of this domain is to collect, store, and process data efficiently and efficiently so that it can be used to support business decisions and power data-driven applications. This includes designing and implementing […] The post Most Essential 2023 Interview Questions on Data Engineering appeared first on Analytics Vidhya.

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Cloud Migration Checklist: Getting Your Data Landscape 2023 Ready

Octopai

It’s 2023. Do you know where your data is? The number of people who can pat their server on the head and say fondly, “Right here!” is decreasing. Instead, more people are lifting their eyes to the heavens and answering, “Um… up there… somewhere…” Estimates of data volume in the cloud range from 60% of all corporate data to over 50% of organizations have more than 40% of their data in the cloud.

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Making Intelligent Document Processing Smarter: Part 1

KDnuggets

This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.

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How to ensure security in a cloud migration

CIO Business Intelligence

For as long as organizations have been interested in moving resources to the cloud, they’ve been concerned about security. That interest is only getting stronger as cloud usage grows – making it a perfect topic for the latest #CIOTechTalk Twitter chat. The chat brought together a host of security consultants and practitioners who weren’t shy about weighing in with their thoughts on a series of questions around the main topic: how to remain secure during cloud migrations.

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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.