Wed.Dec 14, 2022

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Build Accurate Job Resume Matching Algorithm using Doc2Vec

Analytics Vidhya

Introduction to the Problem Hiring is one of the most challenging market segments to capture due to multiple reasons. One of the challenges faced during the hiring stage is shortlisting the relevant profiles for a particular job description. This is one of the key steps in the hiring process. Companies generally receive a large volume […]. The post Build Accurate Job Resume Matching Algorithm using Doc2Vec appeared first on Analytics Vidhya.

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IT leaders face reality check on hybrid productivity

CIO Business Intelligence

CIO Ted Ross believes the honeymoon is over for breakneck productivity when it comes to hybrid work, and he’s not the only one. Tech employees at the City of Los Angeles IT agency who were forced to work remotely in the early pandemic days were very efficient, Ross says. “Fully into the pandemic we had a 34% increase in project delivery,” he adds. But since then, productivity and innovation have waned, in part because of fading relationships between once in-person teams, along with a slew of new

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Markdown Cheatsheet

KDnuggets

Markdown is a lightweight markup language for creating formatted text using a plain-text editor. Grab this handy reference sheet to make certain you know how to implement what you need to, when you want to!

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Surprising Benefits of Smart Technology for Home Security

Smart Data Collective

Did you know that the market for smart homes is currently worth over $79 billion ? There is a reason that more families are investing in this technology. Smart home technology has revolutionized the way we improve the safety of our homes and families. Digital locks and cameras allow us to safeguard our doors, windows, and other entry points 24/7 and monitors anyone who enters our home.

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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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Sentiment Analysis on Encrypted Data with Homomorphic Encryption

KDnuggets

This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings without any prior knowledge of cryptography. We provide a practical tutorial on how to use the library to build a sentiment analysis model on encrypted data.

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Putting the Business Back Into Business Innovation

Timo Elliott

Everybody wants to innovate faster, to be more agile, to be able to react quickly to changes in today’s uncertain business environments. So how do organizations do that? The future is enabled by technology, but it’s not about the technical infrastructures: it’s about optimizing end-to-end processes, business capabilities, and business ecosystems.

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Call Center Modernization with AI

IBM Big Data Hub

Picture this: A traveler sets off on a camping trip. She decides to extend her RV rental halfway through her trip, so she calls customer service for assistance, but finds herself waiting minutes, then what feels like hours. When she finally does get a hold of somebody, her call is redirected. More waiting follows. Suddenly her new plan doesn’t seem worth the aggravation.

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The Complete MLOps Study Roadmap

KDnuggets

Kickstart your career as an MLOps Engineer with this study roadmap.

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How tech leaders can better navigate organizational politics

CIO Business Intelligence

When you think about people entangled in organizational politics, terms that come to mind include manipulation, self-serving, turf battles, power plays, and hidden agendas. Not terribly uplifting. But Neal Sample, former CIO of Northwestern Mutual, sees it a different way. “I think of a different set of words like influence, diplomacy and collaboration,” he says.

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OCBC Bank Accelerates Its Data Strategy with Cloudera 

Cloudera

OCBC Bank optimizes customer experience & risk management with multi-phased data initiative. OCBC Bank is the second largest financial services group in Southeast Asia by assets and one of the most highly-rated banks in the world. Recognised for its financial strength and stability, OCBC Bank is consistently ranked among the World’s Top 50 Safest Banks by Global Finance.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.