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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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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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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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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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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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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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 120
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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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 325
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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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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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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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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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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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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.

Sales 113
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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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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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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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 109
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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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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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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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Cloud Technology Advances Make Telecommuting Highly Viable

Smart Data Collective

Cloud technology has led to a number of incredible breakthroughs that have changed business practices. A growing number of companies are utilizing the cloud to take advantage of telecommuting opportunities. Analysts note that telecommuting popularity is getting more and more popular nowadays. For instance, about 62% of US employees from 22 to 65 years old say they work out of the office at least sometimes today.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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How to Merge Pandas DataFrames

KDnuggets

Data merge is a common data processing activity. Learn how Pandas provide various ways to merge our data.

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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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How CIOs can be pillars of stability in an uncertain world

CIO Business Intelligence

Stop me if you’ve heard this one before. Several economists, a bank president, and a couple of reporters walk into a bar. The economists lament, “ A thick fog of uncertainty still surrounds us.” The bank president wails, “ Economic hurricane.” The reporters keen about “ gut-churning feelings of helplessness ” and “a world of confusion.” Sitting in a booth with his hard-working direct reports, the chief information officer sighs.

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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.

Marketing 105
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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.