Sat.Feb 11, 2023 - Fri.Feb 17, 2023

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Business Strategies for Deploying Disruptive Tech: Generative AI and ChatGPT

Rocket-Powered Data Science

Generative AI is the biggest and hottest trend in AI (Artificial Intelligence) at the start of 2023. While generative AI has been around for several years , the arrival of ChatGPT (a conversational AI tool for all business occasions, built and trained from large language models) has been like a brilliant torch brought into a dark room, illuminating many previously unseen opportunities.

Strategy 289
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Role of Artificial Intelligence in Smart Meters

Analytics Vidhya

Introduction Global transformations are taking place to get the most out of the data because of the widespread deployment of smart meters, which present more than 16 million in the United Kingdom. Aim of researchers and utilities are Timely and accurate billing, a better understanding of home energy use, easing the transition to renewable energy […] The post Role of Artificial Intelligence in Smart Meters appeared first on Analytics Vidhya.

Analytics 313
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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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Advanced Analytics Enable More Informed Decision-Making

David Menninger's Analyst Perspectives

I’ve previously written about the analytics continuum, which spans a range of capabilities including reporting, visualization, planning, real-time processes, natural language processing, artificial intelligence and machine learning. I’ve also written about the analysis that goes into making intelligent decisions with decision intelligence. In this perspective, I’d like to focus on one end of the analytics continuum, which I’ll label advanced analytics.

Analytics 144
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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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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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Join DataHour Sessions With Industry Experts

Analytics Vidhya

Introduction Are you curious about the latest advancements in the data tech industry? Perhaps you’re hoping to advance your career or transition into this field. In that case, we invite you to check out DataHour, a series of webinars led by experts in the field. Through these webinars, you’ll gain hands-on experience, deepen your understanding […] The post Join DataHour Sessions With Industry Experts appeared first on Analytics Vidhya.

Analytics 313

More Trending

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5 hot IT budget investments — and 2 going cold

CIO Business Intelligence

The economy may be looking uncertain, but technology continues to drive the business and CIOs are investing big in 2023. At the same time, they are defunding technologies that no longer contribute to business strategy or growth. It’s not a stretch to say that across the board, CIOs are continuing to invest in some form of AI. Upgrading cloud infrastructure is critical for deploying broad AI initiatives more quickly, so that’s a key area where investments are being made this year.

IT 145
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Learning Python in Four Weeks: A Roadmap

KDnuggets

Here is a roadmap for learning Python in four weeks, a combination of curated resources and ChatGPT prompts to master the language.

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Top 10 AI & Data Science Trends to Watch in 2023

Analytics Vidhya

Introduction Artificial Intelligence (AI) and Data Science have become popular terms today and will continue to grow more in the coming years. AI and Data Science define a powerful new era of computing that has the potential to revolutionize how people interact with everyday technology. And this is happening due to combinations of computing, advanced […] The post Top 10 AI & Data Science Trends to Watch in 2023 appeared first on Analytics Vidhya.

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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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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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Must Read: New Trends for Digital Transformation in 2023 – Value Stream Management

CIO Business Intelligence

For many of today’s global enterprises, it’s a struggle to adapt quickly to emerging challenges. With supply chain issues and the impending recession, digital transformation remains a pressing strategic imperative. However, key digital transformation milestones remain out of reach for far too many teams. To make real strides in each of these areas, Value Stream Management (VSM) has emerged as an urgent demand.

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Why Data Scientists Expect Flawed Advice From Google Bard

KDnuggets

First reported by Reuters, Bard returned an inaccurate response, leading to a drop in Alphabet’s (GOOGL) stock price by as much as 9% on the day of the demonstration. For many in the data community, this did not come as a surprise; here’s why.

Reporting 109
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AI in Daily Life: Applications and Threats

Analytics Vidhya

Introduction We are witnessing a revolution in the world due to artificial intelligence. This branch of computer science focuses on creating machines that mimic human intelligence in speech recognition, problem-solving, and pattern recognition tasks. Rapid advancements in AI technology have become a ubiquitous part of our daily activities, enhancing everything from consumer technology to healthcare, […] The post AI in Daily Life: Applications and Threats appeared first on Analytics Vidhya.

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Big Data is Changing the Student Financial Aid Process

Smart Data Collective

Over the last few years, the demand for student loans and financial aid has significantly increased as many employers are now dismissing applicants who are without college educations. While this was always the case for certain niches in the past, it’s becoming an increasingly popular practice even among retail and part-time positions that usually don’t have such harsh restrictions on their employees.

Big Data 115
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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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Key Pillars to Future-Proofing Your Cloud Management Strategy

CIO Business Intelligence

The onset of the COVID-19 pandemic led many organizations to further adopt public clouds, and geopolitical conflicts have demonstrated the importance and need for sovereign clouds. Today, many organizations are already embracing or are moving to multi-cloud environments, but this multi-cloud reality does not come without its challenges. As the nature of the cloud evolves, so does the strategy in which organizations must approach these challenges.

Strategy 139
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KDnuggets News, February 15: Top Free Resources To Learn ChatGPT • 5 Pandas Plotting Functions You Might Not Know

KDnuggets

Top Free Resources To Learn ChatGPT • 5 Pandas Plotting Functions You Might Not Know • Python Function Arguments: A Definitive Guide • Making Intelligent Document Processing Smarter: Part 1 • Optimizing Python Code Performance: A Deep Dive into Python Profilers

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How to Train a Custom Dataset with YOLOv5?

Analytics Vidhya

Introduction We have seen some fancy terms for AI and deep learning, such as pre-trained models, transfer learning, etc. Let me educate you with a widely used technology and one of the most important and effective: Transfer learning with YOLOv5. You Only Look Once, or YOLO is one of the most extensively used deep learning-based […] The post How to Train a Custom Dataset with YOLOv5?

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Machine Learning Helps Social Media Marketers Earn Higher ROIs

Smart Data Collective

We have talked extensively about some of the changes machine learning has introduced to the marketing profession. According to one analysis, companies that used machine learning in their marketing strategies boosted sales by up to 50%. There are a number of ways that companies can boost their marketing strategies with machine learning technology. One of the biggest benefits involves using machine learning to improve the performance of their social media marketing strategies.

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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.

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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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5 Genuinely Useful Bash Scripts for Data Science

KDnuggets

In this article, we are going to take a look at five different data science-related scripting-friendly tasks, where we should see how flexible and useful Bash can be.

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Unlock Learning in the February DataHour Sessions

Analytics Vidhya

Introduction Are you interested in exploring the latest advancements in the data tech industry? Do you want to enhance your career growth or transition into the field? Look no further! Introducing DataHour – a series of expert-led webinars where you can gain hands-on experience, deepen your understanding and connect with leaders in the field. From […] The post Unlock Learning in the February DataHour Sessions appeared first on Analytics Vidhya.

Analytics 322
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AI Advances Drive New Generation of Browser-Based Solutions

Smart Data Collective

We have talked extensively about some of the biggest changes brought on by artificial intelligence technology over the last few years. Two of the many fields that has been affected by breakthroughs in AI is web development and mobile application development. We previously talked about some of the benefits of using AI to create great mobile applications.

Risk 112
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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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Konica Minolta’s cloud play is crucial for office comeback

CIO Business Intelligence

Aside from commercial real estate dealers, office equipment vendors were among the hardest hit by the massive office evacuation following the pandemic. But the death of the office was much exaggerated, say some affected CIOs, who point to an increasing number of corporate mandates for employees to return to the office for at least three days per week as the telltale of better business ahead for them.

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Learn MLOps From These GitHub Repositories

KDnuggets

Kickstart your MLOps career with these curated GitHub repositories.

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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.

Analytics 301
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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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Monetizing Analytics Features

Think your customers will pay more for data visualizations in your application? Five years ago, they may have. But today, dashboards and visualizations have become table stakes. Turning analytics into a source of revenue means integrating advanced features in unique, hard-to-steal ways. Download this white paper to discover which features will differentiate your application and maximize the ROI of your analytics.

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Straumann Group is transforming dentistry with data, AI

CIO Business Intelligence

Straumann Group’s Sridhar Iyengar has a bold mission: To transform the nearly 70-year-old company’s data and technology organization into a data-as-a-service provider for the global manufacturer and supplier of dental implants, prosthetics, orthodontics, and digital dentistry — and to provide business stakeholders machine learning (ML) as a service as well.

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Top Posts February 6-12: SQL and Python Interview Questions for Data Analysts

KDnuggets

SQL and Python Interview Questions for Data Analysts • Learn Machine Learning From These GitHub Repositories • Learn Data Engineering From These GitHub Repositories • The ChatGPT Cheat Sheet • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2

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Ace Your Interview with Top 10 Interview Questions on Delta Lake

Analytics Vidhya

Introduction Every data scientist demands an efficient and reliable tool to process this big unstoppable data. Today we discuss one such tool called Delta Lake, which data enthusiasts use to make their data processing pipelines more efficient and reliable. Basically, Delta Lake is an open-source storage layer that lies on top of our existing data […] The post Ace Your Interview with Top 10 Interview Questions on Delta Lake appeared first on Analytics Vidhya.

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A New Approach to Scaling Data Science and Analytics Talent

Domino Data Lab

Today Domino announced a revolutionary new capability that enables data science leaders to expand their talent pool, promote a culture of analytics around the enterprise, increase collaboration across teams, and ultimately deliver more value to the business.

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The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data and AI

Speaker: Aindra Misra, Sr. Staff Product Manager of Data & AI at BILL (Previously PM Lead at Twitter/X)

Embark on a transformation journey into the heart of the data ecosystem! This webinar is your gateway to a deeper comprehension of the foundations that drive the data industry and will equip you with the knowledge needed to navigate the evolving landscape. Delve into the diverse use cases where data analytics plays a pivotal role. We’ll explore how these applications are transforming with the introduction of Gen AI, and discuss the anticipated use cases for 2024 and beyond.