Wed.Aug 24, 2022

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What is AWS Config?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to AWS Config It can be easy to forget alerts in your AWS account’s health dashboard, even though you might want to check one particular alert. In particular, if you use AWS Config, the upcoming September 15, 2021, changes may stop supporting your […]. The post What is AWS Config?

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7 Techniques to Handle Imbalanced Data

KDnuggets

This blog post introduces seven techniques that are commonly applied in domains like intrusion detection or real-time bidding, because the datasets are often extremely imbalanced.

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ETL and Workflow Orchestration Tools

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we attempt to capture the complexity of ETL and workflow orchestration tools, which aid in better data management and control by providing multiple alternatives for performing various operations in discrete blocks while maintaining visibility and clear goals for each action.

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8 ways CIOs and CHROs can collaborate for business impact

CIO Business Intelligence

CIOs have a lot to gain by working with their C-suite colleagues, if for no other reason than to gain a better perspective on different areas of the business. One of the most important relationships a technology leader can forge is with the chief human resources officer (CHRO). From employee engagement to training, HR executives are involved in a lot of initiatives that have a direct impact on IT.

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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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OpenCV Arithmetic Operations on Images

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to OpenCV The images can be subjected to arithmetic operations such as addition, subtraction, and bitwise operations (AND, OR, NOT, XOR). These operations can help to improve the properties of the input images. Image arithmetic is necessary for analyzing the properties of the […].

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The Bias-Variance Trade-off

KDnuggets

Understanding how these prediction errors work and how they can be used will help you build models that are not only accurate and perform well - but also avoid overfitting and underfitting.

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Guarantee that Your Enterprise Will Recover from a Ransomware or Malware Cyberattack

CIO Business Intelligence

A cyberattack hits an enterprise. The CEO wants answers; the CFO is worried about the economic impact; the COO fears a halt to operations, and the CMO prepares to handle the fallout and customer impact. An emergency meeting in the corporate boardroom is called. Calmly and confidently, the CIO walks into the room and informs the C-suite that the recovery of the enterprise’s data will start immediately – yes, in a minute or less – to nullify the effects of the ransomware attack, thanks to a cyber

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IBM named a leader in the 2022 Gartner® Magic Quadrant™ for Data Integration Tools

IBM Big Data Hub

Forward thinking businesses see the value and potential that multicloud adoption offers. The only question is, how do you ensure effective ways of breaking down data silos and bringing data together for self-service access? It starts by modernizing your data integration capabilities – ensuring disparate data sources and cloud environments can come together to deliver data in real time and fuel AI initiatives.

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comdivision: Business Needs Should Drive IT, Not The Other Way Around

CIO Business Intelligence

Among managed services providers, (MSPs), comdivision stands out for many reasons, among them the depth of the company’s work with VMware. Not only is comdivision a VMware Principal Partner that earned the distinguished VMware Cloud Verified distinction, but it’s also the only MSP globally to have earned all eight VMware Master Services Competencies.

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KDnuggets News, August 24: Implementing DBSCAN in Python • How to Avoid Overfitting

KDnuggets

Implementing DBSCAN in Python • How to Avoid Overfitting • Simplify Data Processing with Pandas Pipeline • How to Use Data Visualization to Add Impact to Your Work Reports and Presentations • The Data Quality Hierarchy of Needs.

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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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How Contact Center Software is Changing How Customer Service is Done

Smart Data Collective

Were you aware that the contact center software segment was worth $26.93 billion last year ? According to Fortune Business Insights, the market is expected to expand from $30.74 billion this year to a whopping $78.75 billion in 2029. That translates to a compound annual growth rate of 14.4% over the forecast period. So, it goes without saying that the sector is a growth industry.

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Building a Black Box Model Responsibly: Yes, It Can Be Done!

Dataiku

In the ongoing conversation around Responsible AI in practice , you may have heard about shifting away from opaque or black box models to transparent or white box models.

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It’s Not Just the Data, It’s Also the People: CDO Tips from the Data Radicals Podcast

Alation

If you’re a newly minted chief data officer (CDO), congratulations! Your organization recognizes there’s value to be mined from your data — even if they don’t know how or even where to start mining — and they’ve anointed you as the tip of the spear (or the pickaxe, depending on your approach). But a CDO does more than direct data deep-dives and administer analytics alchemy — that’s just the “D” in “CDO.

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Owens Corning leverages low code to make asphalt safer

CIO Business Intelligence

From highways to parking lots to tennis courts and more, asphalt is ubiquitous in modern life. It can also be highly dangerous under high temperatures such as those used in processing the petroleum-based substance. According to the US Occupational Safety and Health Administration (OSHA), more than a dozen heated storage tanks for asphalt or No. 6 fuel oil have exploded in the past decade.

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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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Building Custom Runtimes with Editors in Cloudera Machine Learning

Cloudera

Cloudera Machine Learning (CML) is a cloud-native and hybrid-friendly machine learning platform. It unifies self-service data science and data engineering in a single, portable service as part of an enterprise data cloud for multi-function analytics on data anywhere. CML empowers organizations to build and deploy machine learning and AI capabilities for business at scale, efficiently and securely, anywhere they want.

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Data Mesh Strategy: How to Plan for Data Mesh Implementation Success

Octopai

Fishing nets. Chain mail. Basketball shorts. What do they have in common? MESH. . From mesh to data mesh. The term mesh is defined as an interlaced structure. At any time before the computing era, mesh was usually referring to material made of a network of interlocking pieces of metal or fabric. From nets for fishing or keeping mosquitos at bay to chain link armor and chain link fences, mesh’s big benefit was its combination of burden distribution plus flexibility. .

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BI Adoption Trends: Learn From the Companies That Do It Best

BI-Survey

Although adoption rates for BI/analytics tools remain stuck in the 20% range, usage is increasing. Usage growth is primarily fueled by “off-license” usage from front-line workers using BI/analytics output embedded in operational applications as well as external users (e.g., customers and suppliers) using external-facing reports and dashboards. These new usage trends are most prevalent among leading adopters of data & analytics (e.g., best-in-class companies) as well as North American compani

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Minimize IT Dependence With Self-Service Financial Reporting

Jet Global

Finance teams are taking on new challenges and responsibilities in light of the uncertain economic climate that surfaced in the wake of the global pandemic, supply chain disruptions, price inflation, and the wholesale workforce exodus known as the “Great Resignation.”. Now more than ever, organizational leadership is looking to the Office of the CFO to be a strategic partner in building an overall business strategy.

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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.