Wed.Nov 16, 2022

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Mind the Gap Between Data and Analytics

David Menninger's Analyst Perspectives

If you’ve ever been to London, you are probably familiar with the announcements on the London Underground to “mind the gap” between the trains and the platform. I suggest we also need to mind the gap between data and analytics. These worlds are often disconnected in organizations and, as a result, it limits their effectiveness and agility.

Analytics 281
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Top 6 Interview Questions on NyströmFormer

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: totaljobs.com Introduction Transformers have become a powerful tool for different natural language processing tasks. The impressive performance of the transformer is mainly attributed to its self-attention mechanism. However, training big Transformers with long sequences is impossible in most cases due to their quadratic […].

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If I Had To Start Learning Data Science Again, How Would I Do It?

KDnuggets

While different ways to learn Data Science for the first time exist, the approach that works for you should be based on how you learn best. One powerful method is to evolve your learning from simple practice into complex foundations, as outlined in this learning path recommended by a physicist who turned into a Data Scientist.

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AWS Route 53 – The Efficient DNS Solution

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: [link] Introduction Nowadays, a lot of data is being generated and consumed, resulting in a huge amount of internet traffic exponentially across the globe. So it is very important to manage the traffic and serve users or customers better and more efficiently. […]. The post AWS Route 53 – The Efficient DNS Solution appeared first on Analytics Vidhya.

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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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What To Expect for AI Quality Trends In 2023

KDnuggets

Based on the recent discussions with dozens of Fortune 500 data science teams, we can expect to see a continued spotlight on AI model quality in 2023.

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What Whirlpool’s CIO does to make its digital business models run end to end

CIO Business Intelligence

As a household name in household goods, with annual sales of $22 billion, Whirlpool has 54 manufacturing and tech research centers worldwide, and bursts with a portfolio that includes several familiar brands including KitchenAid, Maytag, Amana, Yummly, among others. The company employs 69,000 around the world as well and Danielle Brown, the company’s SVP and CIO, has a unique perspective on how best to lead the company’s digital transformation strategy.

IT 133

More Trending

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Versatility of Using Machine Learning for Video Editing

Smart Data Collective

Video editing has changed significantly over the years. During the first half of the 20th Century, people had to splice film manually, which could create all kinds of problems. Machine learning technology is one of the new technologies that has drastically changed the state of video editing. This technology uses deep neural networks to automate the process.

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KDnuggets News, November 16: How LinkedIn Uses Machine Learning • Confusion Matrix, Precision, and Recall Explained

KDnuggets

How LinkedIn Uses Machine Learning To Rank Your Feed • Confusion Matrix, Precision, and Recall Explained • Matrix Multiplication for Data Science (or Machine Learning) • Machine Learning from scratch: Decision Trees • 7 Python Projects for Beginners.

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What you can’t see can hurt you: the importance of full-stack observability

CIO Business Intelligence

Around the world, organisations are fine-tuning the new digital focus brought about by the COVID-19 pandemic. To remain competitive, they have to grapple with multicloud-based data and operations, software as a service and hybrid working, among other trends. In this dynamic environment, those that don’t know exactly how their business-critical applications are behaving and performing at all times are wasting their time and money – and losing ground against competitors.

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KDnuggets Top Posts for October 2022: 10 Cheat Sheets You Need To Ace Data Science Interview

KDnuggets

10 Cheat Sheets You Need To Ace Data Science Interview • 7 Free Platforms for Building a Strong Data Science Portfolio • The Complete Free PyTorch Course for Deep Learning • 3 Valuable Skills That Have Doubled My Income as a Data Scientist • 25 Advanced SQL Interview Questions for Data Scientists • A Data Science Portfolio That Will Land You The Job in 2022 • Top Free Git GUI Clients for Beginners • Essential Books You Need to Become a Data Engineer.

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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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Once Upon a Time in the Land of Data

Cloudera

I recently had the privilege of attending the CDAO event in Boston hosted by Corinium. Tracks represented financial services, insurance, retail and consumer packaged goods, and healthcare. Overall, it struck me that while data science is not new, most firms are still defining the mission of the data office and data officer. It’s clear firms seek to leverage data and embrace its potential insights, but most are forging ahead in largely uncharted territory.

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Toit? Envirocare and Data Insight join forces

Data Insight

Data Insight and Toit? Envirocare have partnered to streamline and scale the carbon reduction and certification process for businesses, and to help the finance and insurance sectors measure their lending and insurance associated emissions.

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Iconic Innovators Continue to Inspire Tech Enthusiasts and Experts Today

Dataiku

History turned out to be a hot topic in conversations at our Everyday AI New York conference, where attendees explored an immersive exhibit to learn more about the top data science icons. But if you didn’t get a chance to check it out at the event, there’s no need to worry. There’s another way for you to boost your knowledge, and if you like data science and you like history then you’ll definitely love Dataiku’s History of Data Science experience.

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The biggest challenge facing CIOs has nothing to do with information or tech

CIO Business Intelligence

As the new year approaches, so will a litany of predictions regarding the biggest issues facing CIOs in 2023. Will cyber security and data privacy threats top the list or will continued worldwide economic uncertainty take center stage? Regardless of what comes our way, CIOs are adept at managing change – and after two years of unprecedented, continuous disruption, we have become even more resilient.

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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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Essential Pandas Operations You Must Bookmark Right Away

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction We all know that Data Cleaning and Preprocessing take up the most time in a Data Science project. While executing various pre-processing approaches, we may find several issues that can primarily be solved by a single library – Pandas. Pandas is a […]. The post Essential Pandas Operations You Must Bookmark Right Away appeared first on Analytics Vidhya.

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Meet 2022 CIO UK 100 winner Joanna Drake

CIO Business Intelligence

Speaking at the CIO UK 100 ceremony in London, The Hut Group’s Joanna Drake reveals what it means to be ranked the top CIO in the UK, how automation is helping her IT team become ‘consultants’, and why her sports background made her a better leader.

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Board Report Best Practices

Jet Global

A survey done by McKinsey found that just 22% of boards in the US truly comprehend their company’s strategies. While reports are important, many board members aren’t taking the contents of board reports to mind. Having easy-to-read and straightforward board reports is something many companies can work on to forward their vision. How can you help your company get ahead with comprehensive board reporting that hits home?

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Broadcom Software and Google Cloud: What’s Next for Software

CIO Business Intelligence

By Andy Nallappan, Chief Technology Officer and Head of Software Business Operations, Broadcom Software Last month at Gartner Symposium in Orlando, Fla., I enjoyed talking with ZDNet’s Chris Preimesberger and Sahana Sarma, leader of Google Cloud’s transformation advisory, about the enterprise software landscape and how it is growing more complex and business-critical daily.

Software 105
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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Best 40+ Inventory KPIs and Metric Examples for Reporting

Jet Global

Inventory KPIs and metrics are crucial aspects of the reporting process. Any business that holds and distributes stock needs to have the means to track its health and performance. Inventory KPIs provide businesses with accurate information to make data-driven decisions. They help monitor inventory levels, track deliveries, and provide actionable insights about the efficiency of the warehouse or storage facilities.

Metrics 52
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Data Scalability for Mergers and Acquisitions: How?

Jet Global

The rate of acquisition and consolidation is increasing, as economic volatility prompts strategic transitions. Aggressive growth companies are seeking out strategic acquisition targets to gain expanded capabilities, extend their portfolio of IP holdings, and accelerate entry into new markets. Smaller startups frequently look to acquisition by a larger company as a viable exit strategy.

Sales 52