Fri.Mar 17, 2023

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Upcoming DataHour Sessions to Watch Out For

Analytics Vidhya

Introduction Welcome to the world of DataHour sessions, a series of informative and interactive webinars designed to empower individuals looking to build a career in the data-tech industry. These sessions cover a wide range of topics, from people analytics and conversational intelligence to deep learning and time series forecasting. Aspiring individuals, students, freshers, current professionals […] The post Upcoming DataHour Sessions to Watch Out For appeared first on Analytics Vidhya.

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A CIO’s 10-part guide to personal branding

CIO Business Intelligence

In addition to showcasing your executive experience and accomplishments, effective and targeted personal branding can demonstrate thought leadership and expertise within specific domain areas, as well as make a statement about your core values, character, and attitude. It can also help you move roles, whether from an operational “keep the lights on” CIO position to a more forward-looking innovative one (or vice versa), or even a CDO, COO or CEO role.

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Find Out How AI & ML Can Help HR Automation

Analytics Vidhya

Introduction Machine learning has changed the way businesses plan, work and breathe! It’s been here for quite some time now, and the estimated boost in productivity with its implementation has already touched 54%. While it ostensibly risks many jobs, it is here to give. Machine learning and automation are helping industries (healthcare, logistics, and more) […] The post Find Out How AI & ML Can Help HR Automation appeared first on Analytics Vidhya.

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Building your own web application platform is locking you in

CIO Business Intelligence

Organizations have been transitioning away from legacy, monolithic platforms as these decades-old IT systems bog down management, flexibility, and agility with their tightly entangled components. CIOs have shifted toward building their own web application platforms with a set of best-in-class tools for more flexibility, customizations, and agile DevOps.

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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.

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Multi-label NLP: An Analysis of Class Imbalance and Loss Function Approaches

KDnuggets

In this comprehensive article, we have demonstrated that a seemingly simple task of multi-label text classification can be challenging when traditional methods are applied. We have proposed the use of distribution-balancing loss functions to tackle the issue of class imbalance.

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7 ways to help your neurodiverse team deliver its best work

CIO Business Intelligence

Technology work attracts neurodivergent people. So if you are leading a tech team, it’s likely that someone in your crew may be on the autism spectrum (ASD), be living with ADHD, or have an auditory processing disorder, learning disability, or other mental difference. Without the right accommodations, many neurodiverse professionals can struggle and, eventually, leave.

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Deepen Customer Insights With Machine Learning Segmentation

Dataiku

According to Capgemini Research Institute, 82% of bank executives report that their teams have difficulty identifying relevant customer segments — a huge problem that can drive up major acquisition costs and significantly reduce retention rates. Insightful customer segmentation is a critical cornerstone of effective business management, marketing, and product development within consumer banking.

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Signals from space: SD-WAN marks the next stage in commercialized space-based comms

CIO Business Intelligence

Despite popular belief, most of today’s smartphones don’t connect directly with satellites orbiting our planet. The vast majority connect to nearby cell towers rooted in the earth. For the everyday consumer, space-based communications are largely limited to phone packages for use during localized emergencies when network coverage is down, or on remote camping trips via specialized “sat” phones.

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Extend geospatial queries in Amazon Athena with UDFs and AWS Lambda

AWS Big Data

Amazon Athena is a serverless and interactive query service that allows you to easily analyze data in Amazon Simple Storage Service (Amazon S3) and 25-plus data sources, including on-premises data sources or other cloud systems using SQL or Python. Athena built-in capabilities include querying for geospatial data ; for example, you can count the number of earthquakes in each Californian county.

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Align, Engage and Rave: 3 Things I Wish I Knew as Chief Data Officer

Cloudera

Align everything to corporate strategy I lead data and analytics at Cloudera. We’re called Cloudera Data Analytics (CDA). How very clever. Prior to forming the group, it was imperative to understand Cloudera’s corporate strategy: corporate objectives, product strategy, go-to-market strategy, key metrics and KPI. Our CDA charter must be aligned with corporate strategy, but shouldn’t everything we do be aligned?

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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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A beer mat as a digital sign of our times

Mark Raskino

A couple of weekends ago I spent a very pleasant Saturday afternoon and evening in Liverpool. A couple of decades ago, I’m not sure I would recommend that. But these days – the bars, restaurants, entertainment and nightlife are really vibrant. City planners have redeveloped the run down areas and re-sited university student accommodation to bring a creative, entrepreneurial population into the centre.

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Educating ChatGPT on Data Lakehouse

Cloudera

As the use of ChatGPT becomes more prevalent, I frequently encounter customers and data users citing ChatGPT’s responses in their discussions. I love the enthusiasm surrounding ChatGPT and the eagerness to learn about modern data architectures such as data lakehouses, data meshes, and data fabrics. ChatGPT is an excellent resource for gaining high-level insights and building awareness of any technology.

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Amazon QuickSight helps TalentReef empower its customers to make more informed hiring decisions

AWS Big Data

This post is co-written with Alexander Plumb, Product Manager at Mitratech. TalentReef , now part of Mitratech , is a talent management platform purpose-built for location-based, high-volume hiring. TalentReef was acquired by Mitratech in August 2022 with the goal to combine TalentReef’s best-in-class systems with Mitratech’s expertise, technology, and global platform to ensure their customers’ hiring needs are serviced better and faster than anyone else in the industry.