Sat.Dec 31, 2022 - Fri.Jan 06, 2023

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Gradient Descent vs. Backpropagation: What’s the Difference?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction You’re probably here because you’re confused about the difference between backpropagation and gradient descent. And you’re not the only one. Many beginners are often confused about the difference between gradient descent and backpropagation. This confusion arises because of how interconnected backpropagation and […].

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ON-DEMAND WEBINAR: Managing Stress in Data Engineering: Data Quality and Testing Techniques for Data Observability

DataKitchen

Why do 78% of data engineers wish their job came with a therapist to help manage work-related stress? THEY DO NOT TEST. The post ON-DEMAND WEBINAR: Managing Stress in Data Engineering: Data Quality and Testing Techniques for Data Observability first appeared on DataKitchen.

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Optymyze CEO Discusses How To Use Data Analytics To Improve Your Business Processes

BA Learnings

Data and analytics can provide invaluable insights into how your business is performing. Experts like Mark Stiffler say that leveraging data and analytics can uncover new growth opportunities, strengthen existing processes, and increase your overall efficiency. In this blog post, we'll discuss eleven tips that you can use to leverage data and analytics to improve your business processes. 1.

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Python Matplotlib Cheat Sheets

KDnuggets

Matplotlib is the most famous and commonly used plotting library in Python. It allows you to create clear and interactive visualizations that make your data easier to understand and your results more concrete.

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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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Step-by-Step Roadmap to Become a Data Engineer in 2023

Analytics Vidhya

Introduction You must have noticed the personalization happening in the digital world, from personalized Youtube videos to canny ad recommendations on Instagram. While not all of us are tech enthusiasts, we all have a fair knowledge of how Data Science works in our day-to-day lives. All of this is based on Data Science which is […]. The post Step-by-Step Roadmap to Become a Data Engineer in 2023 appeared first on Analytics Vidhya.

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The 10 most in-demand tech jobs for 2023 — and how to hire for them

CIO Business Intelligence

The ongoing tight IT job market has companies doing whatever they can to attract top tech talent. For some that means getting a head start in filling this year’s most in-demand roles, which range from data-focused to security-related positions, according to Robert Half Technology’s 2023 IT salary report. The survey also reveals the average salaries for each role based on experience.

Software 143

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A Solid Plan for Learning Data Science, Machine Learning, and Deep Learning

KDnuggets

Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.

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5 Upcoming Python Libraries You Don’t Want to Miss in 2023

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Python is a popular and influential programming language used in various applications, from web development to data wrangling and scientific computing. One of the critical reasons for Python’s popularity is the wealth of libraries and frameworks available for use, which provides a […].

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NHL turns to venue metrics data to drive sustainability

CIO Business Intelligence

To reduce its carbon footprint and mitigate climate change, the National Hockey League (NHL) has turned to data and analytics to gauge the sustainability performance of the arenas where its teams play. In October, the league, with partner SAP, launched NHL Venue Metrics, a sustainability platform that teams and their venue partners can use for data collection, validation, and reporting and insights.

Metrics 144
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Implementing AI to Automate LinkedIn Messaging

Smart Data Collective

AI technology has led to a number of huge benefits in marketing. One of the biggest reasons companies are investing in AI is to automate many of their marketing processes. In particular, a growing number of companies are using AI to automate their social media marketing strategies. As LinkedIn becomes more viable for B2B marketing, more brands are going to leverage it to this end.

Marketing 112
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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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CCC Webinar: Best Practices When Using XML Articles in AI, Machine Learning and Text Mining Projects

KDnuggets

Register now for this webinar on Jan. 12 to learn how to simplify the process of using scientific literature within your AI, machine learning, and text mining projects.

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Delta Lake: A Comprehensive Introduction

Analytics Vidhya

Introduction Delta Lake is an open-source storage layer that brings data lakes to the world of Apache Spark. Delta Lakes provides an ACID transaction–compliant and cloud–native platform on top of cloud object stores such as Amazon S3, Microsoft Azure Storage, and Google Cloud Storage. It enables organizations to quickly and reliably build data lakes on cloud […].

Data Lake 330
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5 questions CIOs must ask after Southwest Airlines’ failure

CIO Business Intelligence

The last thing any CIO wants is to experience catastrophic operational issues during a peak season, but that’s exactly what executives at Southwest Airlines faced last week. While weather may have been the root cause, the 16,000 flights canceled between Dec. 19-28 far exceeded any other airlines’ operational impacts. Experts point to Southwest’s point-to-point operating model as problematic in recovering from major weather issues compared to the hub-and-spoke model used by many major airlines.

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How Data and Smart Technology Are Helping Hospitalists

Smart Data Collective

Hospitalists face several challenges unique to their role. The increasing complexity of patient care, difficulties with time management, and managing administrative tasks while complying with regulations are a few overarching difficulties that go hand-in-hand with the job. Fortunately, big data and smart technology are helping hospitalists overcome these issues.

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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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Micro, Macro & Weighted Averages of F1 Score, Clearly Explained

KDnuggets

Understanding the concepts behind the micro average, macro average, and weighted average of F1 score in multi-class classification with simple illustrations.

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Launching your first Linux EC2 Instance

Analytics Vidhya

Introduction With the changing world, it is important for companies to transform accordingly. One of the most widely used technologies used these days is cloud computing. The adoption of cloud computing has been increasing rapidly. Either company has already adopted it or is moving towards adopting it. The advantages that cloud computing provides are immaculate. […].

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5 ways CIOs will disappoint their CEOs in 2023

CIO Business Intelligence

Surveys can be useful, but when it comes to setting IT’s priorities they’re more rearview mirror than windshield. Which is why we at CIO Survival Guide headquarters have an alternative to suggest: List the promises you’ve made to the CEO for 2023, along with a compendium of what the various business punditries the CEO reads have told them to expect from you.

Strategy 130
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14 Brands Using Mobile Apps Instead of Ads to Build Customer Loyalty

Smart Data Collective

Useful and engaging apps help companies build audiences, delight customers & increase sales. The most innovative companies in the world aren’t just connecting with their customers through advertising. They’re also offering helpful services and tools to win them over. Creative and unique mobile apps are helping brands connect with fans to convey brand messages, offer a useful service, keep them engaged and build customer loyalty in a crowded marketplace.

Marketing 104
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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.

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Top 10 Charts in 2022

The Data Visualisation Catalogue

As per tradition, the website stats on the most popular chart reference pages for the past year are made public for all readers of this website to explore. As usual, the data is taken from 1st January 2022 to 31st December 2022 for only the English site, with any previously mentioned years following the same date range. Below is the list for the Top-10 chart reference pages for 2022: But how does this list compare to last year’s Top 10?

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Learning Different Techniques of Anomaly Detection

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction As a data scientist, in many cases of fraud detection in the bank for a transaction, Smart meters anomaly detection, how will you identify anomalies or outliers? A data point significantly off the average and, depending on the goal, either removing or […]. The post Learning Different Techniques of Anomaly Detection appeared first on Analytics Vidhya.

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Low code/no code tools reap IT benefits—with caveats

CIO Business Intelligence

Low-code/no-code visual programming tools promise to radically simplify and speed up application development by allowing business users to create new applications using drag and drop interfaces, reducing the workload on hard-to-find professional developers. A September 2021 Gartner report predicted that by 2025, 70% of new applications developed by enterprises will use low-code or no-code technologies, up from less than 25% in 2020.

IT 130
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Former SEC Boss Allison Lee Highlights AI’s Future in Fintech

Smart Data Collective

AI technology has always been the foundation of the Fintech industry. A report by BlueWeave Consulting and Research shows that Fintech companies are projected to spend $28.11 billion on AI technology by 2028. The growth in demand for AI among Fintech companies has accelerated in recent years. Eighteen months ago, a joint partnership between Qualcomm Technologies, Inc. and Foxconn Industrial Internet helped Fintech companies make better use of smart technology to grow their business operations.

Risk 102
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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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Challenges of Working with Big Data

TDAN

Ours truly is the information age. Now more than ever, companies live and die not only on the strength of their data, but also on its application. In other words, it’s not just about collecting the right data in the right quantities, but it’s also about managing, storing, and using that data properly. Yes, Big […].

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AWS Lambda: A Convenient Way to Send Emails and Analyze Logs

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. convenient Introduction AWS Lambda is a serverless computing service that lets you run code in response to events while having the underlying compute resources managed for you automatically. You may use Lambda to execute code for almost any kind of application or backend […]. The post AWS Lambda: A Convenient Way to Send Emails and Analyze Logs appeared first on Analytics Vidhya.

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9 ways IT leaders can impact sustainability initiatives

CIO Business Intelligence

Companies across industries are committing to maximizing sustainability within their operations — and IT is at the heart of most of these efforts. In its Worldwide Sustainability/ESG 2023 Predictions , analyst firm IDC sees digital and sustainability transformations converging. “Decision makers are realizing that technology is essential for reaching their ESG goals,” noted Bjoern Stengel, IDC global sustainability research lead, in the report.

IT 131
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Amazing AI-based Image Upscaler From VanceAI

Smart Data Collective

We previously stated that AI is changing the state of graphic design. A growing number of new startups use AI technology to create excellent graphics. Of course, the biggest story of 2022 was that AI-generated art was making major headway. However, AI can be even more important for more mundane graphic design tasks. What should you do when you want to share a picture of a Christmas event with your friends, but the picture is blurred?

Modeling 101
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The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data and AI

Speaker: Aindra Misra, Sr. Staff Product Manager of Data & AI at BILL (Previously PM Lead at Twitter/X)

Embark on a transformation journey into the heart of the data ecosystem! This webinar is your gateway to a deeper comprehension of the foundations that drive the data industry and will equip you with the knowledge needed to navigate the evolving landscape. Delve into the diverse use cases where data analytics plays a pivotal role. We’ll explore how these applications are transforming with the introduction of Gen AI, and discuss the anticipated use cases for 2024 and beyond.

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Unsupervised Disentangled Representation Learning in Class Imbalanced Dataset Using Elastic Info-GAN

KDnuggets

This рареr attempts to exploit primarily twо flaws in the Infо-GАN рареr while retаining the оther good qualities improvements.

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Top 9 Must Read Spring Boot Interview Questions

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source:javaguides.net Introduction Spring Boot is an application developed on top of the Spring Framework. It makes it simpler and faster to install, set up, and execute both basic and web-based apps. The Spring module provides the Spring Framework with the RAD (Rapid Application […].

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What it takes to succeed as a CIO today

CIO Business Intelligence

The market for technology talent has been white hot over the past year. What will the next twelve to eighteen months bring? On a recent episode of the Tech Whisperers podcast , two executive recruiters in the CIO retained search space, Martha Heller, CEO of Heller Search Associates, and Art Hopkins, executive director of Russell Reynolds Associates’ Information Officer search practice, shared their thoughts about the state of the tech talent market, the evolving role of the CIO, and key consider

IT 126
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Actionable Tips To Set Up an AI Tech Venture Abroad

Smart Data Collective

AI technology is becoming more important than ever. According to CompTIA, 91.5% of top businesses use AI technology on a regular basis. A growing number of AI startups are offering original solutions to help other organizations and consumers. You can improve the likelihood that your AI startup will succeed by setting your company up abroad to take advantage of different markets and get access to quality talent.

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Your Expert Guide to CX Orchestration & Enhancing Customer Journeys

Speaker: Keith Kmett, Principal CX Advisor at Medallia

Join Keith Kmett, Principal CX Advisor, in this new webinar that will focus on: Understanding CX Orchestration Fundamentals: Gain a solid understanding of what CX orchestration is, its significance in the customer experience landscape, and how it plays a crucial role in shaping customer journeys. This includes the key concepts, strategies, and best practices involved in CX orchestration. 🔑 Connection to Customer Journey Maps: How to effectively integrate customer journey mapping into the