Wed.Jan 04, 2023

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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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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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A Case Study: Superstore Sales & Profit Report Using Power BI

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to Power BI In today’s data-driven age, a large amount of data gets generated daily from various sources such as supply chain and logistics, emails and multi-media, e-commerce websites, healthcare, transaction processing systems, etc. The data generated from the above sources can […].

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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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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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Naive Bayes Algorithms: A Complete Guide for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Machine learning algorithms are one of the essential parameters while training and building an intelligent model for some of the problem statements. Many machine learning algorithms are used in several cases due to their faster and more accurate results. The Naive Bayes […].

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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.

More Trending

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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.

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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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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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Salesforce to cut 10% of its global workforce in restructuring plan

CIO Business Intelligence

Almost two months after cloud-based CRM software provider Salesforce announced it would be cutting around 950 jobs , the company has announced it will lay off about 10% of its workforce, roughly 8,000 employees, and close some offices as part of a restructuring plan. Salesforce had nearly 80,000 global employees as of February 2022, up from more than 49,000 employees as of January 2020.

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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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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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Top Data Python Packages to Know in 2023

KDnuggets

These Python packages would improve your data workflow.

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Why Investing in the Database Market Is More Interesting Than Ever

CIO Business Intelligence

By Olaf de Senerpont Domis, senior editor at DataStax Premji Invest is an evergreen fund formed to support the Azim Premji Foundation , which was founded by Azim Premji, the former chairman of IT services consultancy Wipro. Premji Invest deploys a “crossover format” (investing in both private and public companies) across the technology, healthcare, consumer, and FinTech landscapes; it has backed market leaders like Outreach, Sysdig, Heyday, Anaplan, Coupa, Moderna, Carta, Flipkart, Looker (acqui

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Natural Language Processing with spaCy

KDnuggets

Learn to build NLP projects using spaCy.

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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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What’s New and What’s Next in 2023 for HPC

CIO Business Intelligence

Cloud, sustainability, scale, and exponential data growth—these major factors that set the tone for high performance computing (HPC) in 2022 will also be key in driving innovation for 2023. As more organizations rely on HPC to speed time to results, especially for their data-intensive applications, the $40B market [1] faces challenges and opportunities.

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More 2023 Tech and Industry Predictions from Teradata Experts

Teradata

From advances in AI/ML to the expansion of satellite/cellular services to expand coverage to remote areas, our tech & industry experts weigh in on game-changing predictions for 2023.

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Top 5 Moments From Everyday AI Paris

Dataiku

Following its stops in London , New York , and Bengaluru , the Everyday AI Conference by Dataiku landed in Paris on October 20, 2022. Over 1,300 data leaders gathered at the one-of-a-kind Carrousel du Louvre to attend more than 50 sessions and workshops from best-in-class French organizations to, ultimately, take their departments and organizations to the next level when it comes to analytics and AI.

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Kudzai Kanhutu, Dean Royal Australasian College of Physicians, Infectious diseases specialist with Royal Melbourne Hospital

CIO Business Intelligence

Leading digital health expert, Kudzai Kanhutu reflects on how she and her peers helped Melbourne deal with Australia’s worst COVID experiences, forever transforming how we care for our sick and elderly. Watch the episode: CIO Leadership Live.

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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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IBM reorganizes partner program to incentivize indirect sales

CIO Business Intelligence

IBM is reorganizing its partner program in a bid to serve clients through partners with the same level of expertise as it does directly. This is a big deal for all but its largest clients, as IBM has spent the last two years moving much of its revenue to indirect sales channels. IBM now has just 400 direct clients, down from 5,600 two years earlier, CEO Arvind Krishna said in October 2022.

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Why investing in automation could be the answer to navigating a tough economic climate

CIO Business Intelligence

Despite its potential for relieving pressure on the workforce, automation in the workplace is often seen negatively, as a cause of job losses or a growing skills gap. Yet, done well, automation can provide critical support that frees people up to focus on more impactful work — and can lead to happier, more motivated and productive employees. At a time when burnout has become a major issue — with Future Forum data showing 40% of workers globally experience it — automation can also help employees

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