Tue.Feb 14, 2023

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Finding the Best Hotel Based on Reviews Using Web Scrapping

Analytics Vidhya

Introduction Suppose you want to go online shopping and buy the products, and then you get an email from the seller to ask for your review of how the product was. For example, on the Amazon website, I bought the product, and after receiving the product, I got an email asking the question do you […] The post Finding the Best Hotel Based on Reviews Using Web Scrapping appeared first on Analytics Vidhya.

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AI Hallucinations: A Provocation

O'Reilly on Data

Everybody knows about ChatGPT. And everybody knows about ChatGPT’s propensity to “make up” facts and details when it needs to, a phenomenon that’s come to be called “hallucination.” And everyone has seen arguments that this will bring about the end of civilization as we know it. I’m not going to argue with any of that. None of us want to drown in masses of “fake news,” generated at scale by AI bots that are funded by organizations whose intentions are most likely malign.

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Top 5 Interview Questions on Apache Oozie

Analytics Vidhya

Introduction Today we have an abundance of Hadoop jobs that are running in a constant plane, but we can’t schedule these jobs manually, we need some kind of scheduler to handle this flow. Apache Oozie is one such job scheduler that allows users to run, schedule, and manage Hadoop jobs in a distributed environment. Source: […] The post Top 5 Interview Questions on Apache Oozie appeared first on Analytics Vidhya.

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Docker for Data Science Cheat Sheet

KDnuggets

Docker is dependency management on steroids, helping to ensure both reproducibility and collaboration, making it an important tool for data science. Our latest cheat sheet serves as a handy Docker reference. Check it out now!

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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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The Surprising Benefits of Data Analytics for Furniture Stores

Smart Data Collective

Data analytics technology has played a huge role in the future of small businesses. One study from March 2020 showed that 67% of small businesses spend over $10,000 a year on data analytics. Of course, this statistic predates the pandemic. Many businesses have since invested even more in their data analytics infrastructure, since they have relied more heavily on digital technology in a post-pandemic world.

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Unlocking the Power of AI with a Real-Time Data Strategy

CIO Business Intelligence

By George Trujillo, Principal Data Strategist, DataStax Increased operational efficiencies at airports. Instant reactions to fraudulent activities at banks. Improved recommendations for online transactions. Better patient care at hospitals. Investments in artificial intelligence are helping businesses to reduce costs, better serve customers, and gain competitive advantage in rapidly evolving markets.

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Learn MLOps From These GitHub Repositories

KDnuggets

Kickstart your MLOps career with these curated GitHub repositories.

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Florida Crystals concentrates SAP in hosting sweet spot

CIO Business Intelligence

“I inherited a gift from the previous CIO,” says Florida Crystals CIO Kevin Grayling. “I had a modern S/4HANA landscape for the majority of the business.” That would have been an enviable situation for many of his contemporaries in the consumer packaged goods (CPG) industry — “Some have 20 or 30 different ERP solutions,” he says — but for Grayling, the 20% of the business still running on a legacy SAP product remained a source of discomfort, and something he wanted to change.

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How Data Governance is Central to Effective Data Analytics

TDAN

In the publishing industry, there are a lot of things we can measure. However, if there is no strategy underlining how and why we collect data and who can access it, the value is lost. Not only that, but we can put our business at serious risk of non-compliance.

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Businesses Must Cope with the Benefits and Risks of Cloud Computing

Smart Data Collective

Businesses around the world spent over $545 billion on cloud technology last year. A growing number of companies are discovering that it offers tremendous benefits, but there are also some downsides to it. What Are the Benefits of Cloud Computing for Businesses? Cloud computing is a term used to describe the use of computing resources, such as software, hardware, and storage, over the internet.

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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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7 AI-Powered Tools to Enhance Productivity for Data Scientists

KDnuggets

Discover how AI-Powered Tools like DataRobot, H20.ai, Big Panda, HuggingFace can enhance your Productivity as a Data Scientist.

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Measuring Your DBAs

TDAN

Readers of my writings sometimes ask me questions about databases and database administration, which I welcome. And at times I will take the opportunity to answer particularly intriguing questions in print.

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insightsoftware Wins Dresner Technology Innovation Award for Financial Consolidation, Close Management, and Reporting

Jet Global

2022 Technology Innovation Awards recognize insightsoftware, based on end user feedback and real-world perspectives RALEIGH, N.C. – February 15, 2023 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced it has been named a winner for Financial Consolidation, Close Management, and Reporting in the 2022 Technology Innovation Awards by Dresner Advisory Services.

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How to Write a Data Management Plan

TDAN

Data management is becoming increasingly important for organizations of all sizes as the need to track, store, and analyze data grows. The lack of a data management plan can cause serious problems for organizations in terms of regulatory compliance, loss of control over stored information, and increased costs due to inefficient processes.

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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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What’s Your Data Governance ROI? Here’s What to Track

Alation

In this day and age, regardless of industry, keeping data protected and its uses understood is vital. No business wants to have the PR nightmare of a data leak or personal data being used without the correct permissions. And a data breach poses more than just a PR risk — by violating regulations like GDPR , a data leak can impact your bottom line, too.

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Eyes on Data: The Elevated Role of Data Management and the CDO

TDAN

The role of the Chief Data Officer (CDO) or the Chief Data Executive continues to gain relevance and importance in today’s corporate C-Suites across all industries.

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Why did I help write our book about Machine Customers?

Mark Raskino

Why write a book at all? It is 2023 – podcasts are the hot media, attention spans are TikTok short, and ChatGPT is apparently doing half the work of content creators already. And yet, somehow books – even human crafted, physical, printed books – continue to be a thing. It takes a disproportionate amount of effort and a long time to write a book and perhaps that’s the point.

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The Tower of Babble – Where Truth Goes to Die

TDAN

Once upon a time (the way every good fairy tale begins), a book or a paper by a Ted Codd or Bill Inmon would set in motion a sea change that swept us all in a new direction. We no longer live in that world.

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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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Great Success Story with Data and Analytics in Public Sector

Andrew White

Municipal infrastructure, data and technology, and quick wins aren’t words you hear together often. For Coral Gables, FL, home to the University of Miami, 140 multinational corporations and nearly 50,000 residents, they were the keys to improved quality of life for residents. Chief Innovation Officer for Coral Gables Raimundo Rodulfo shares how implementing Smart City architecture helped reduce crime, traffic and pollution, and increase communication and transparency among residents and policyma

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Data Speaks for Itself: The Path Less Traveled

TDAN

As you can probably tell from my previous columns, my thinking lately has been very focused on the issue of data curation and data governance automation. I have always been troubled by the amount of manual effort required in almost all phases of the data life cycle.

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insightsoftware Wins Dresner Technology Innovation Award for Embedded Business Intelligence

Jet Global

2022 Technology Innovation Awards recognize insightsoftware, based on end user feedback and real-world perspectives RALEIGH, N.C. – February 15, 2023 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced it has been named a winner for Embedded Business Intelligence (BI) in the 2022 Technology Innovation Awards by Dresner Advisory Services.

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From Generation to Supply: Electricity Generation (Part 1)

Dataiku

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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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Mentoring tomorrow’s Black IT leaders

CIO Business Intelligence

Daryl Hammett saw the continued underrepresentation of Black leaders across industries — tech in particular — and decided to take action. Hammett, general manager of global demand and operations at Amazon Web Services, in 2022 founded Enable, a mentoring and leadership program that creates “an environment where Black leaders could know that they are not alone.

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The Role of Big Data Analytics in Gaming

Smart Data Collective

We have discussed the compelling role that data analytics plays in various industries. In December, we shared five key ways that data analytics can help businesses grow. The gaming industry is among those most affected by breakthroughs in data analytics. A growing number of gaming developers are utilizing big data to make their content more engaging.

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Maximizing the Business Benefits of Multi-Cloud Adoption

CIO Business Intelligence

Experts reveal that by 2027, cloud adoption will be mainstream, with 90% of enterprises implementing some kind of cloud strategy. What’s key is that, in the process, the cloud won’t just be a technology disruptor — it will be a business disruptor. What does this mean for your business? If you don’t tackle the challenges associated with cloud adoption today, you will be at a competitive disadvantage tomorrow.

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Machine Learning Improves Mesh Networks & Fights Dead Zones

Smart Data Collective

We have talked about the impact that machine learning has had on website and app development. However, machine learning technology can also help solve Internet problems on a more granular level. A growing number of people have complained about WiFI dead zones. Fortunately, machine learning technology shows some promise in addressing them. One of the benefits of machine learning is that it can help improve mesh networks, which can minimize the risk of Internet connectivity problems.

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Automate replication of relational sources into a transactional data lake with Apache Iceberg and AWS Glue

AWS Big Data

Organizations have chosen to build data lakes on top of Amazon Simple Storage Service (Amazon S3) for many years. A data lake is the most popular choice for organizations to store all their organizational data generated by different teams, across business domains, from all different formats, and even over history. According to a study , the average company is seeing the volume of their data growing at a rate that exceeds 50% per year, usually managing an average of 33 unique data sources for ana

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2023 CCaaS Trends, Insights, and Statistics to Know

CIO Business Intelligence

We know that the Contact Center-as-a-Service (CCaaS) market is growing; an increasing number of companies are choosing this flexible model to support their CX operations, and this will continue through 2023. Vendors are also increasingly expanding the capabilities of their CCaaS solutions and evolving them at speed. What can we expect over the next 12 months?

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Promising Benefits of Predictive Analytics in Asset Management

Smart Data Collective

Artificial intelligence technology has massively disrupted the financial sector. Joe McKendrick posted an article in Forbes on the role that AI will play in the coming democratization of financial services. There are many other reasons AI and big data technology is changing finance. One of the biggest is that more financial institutions are using predictive analytics tools to assist with asset management.

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Taking the Friction out of Work

CIO Business Intelligence

As organisations seek to re-establish long-term working models, it’s becoming increasingly clear that business cultures must fundamentally change. To create a productive and motivated hybrid-working model, companies need to actively increase empathy, according to a recent CIO virtual roundtable entitled “Taking the Friction Out of Work”. At the forefront of this move towards a more people-centred company culture is Slack, which names empathy as a core corporate value.

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.