May, 2023

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AI is Eating Data Science

KDnuggets

When it's all said and done, and AI has been universally recognized as our rightful overlords, the idea of data science as a standalone field will have been but a blip on our collective radar.

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Chatbot Evolution: ChatGPT Vs. Rule-based

Analytics Vidhya

Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.

Sales 375
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How to Efficiently Scale Data Science Projects with Cloud Computing

KDnuggets

This article discusses the key components that contribute to the successful scaling of data science projects. It covers how to collect data using APIs, how to store data in the cloud, how to clean and process data, how to visualize data, and how to harness the power of data visualization through interactive dashboards.

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10 Examples of How Big Data in Logistics Can Transform The Supply Chain

datapine

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain.

Big Data 275
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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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CarMax drives business value with GPT-3.5

CIO Business Intelligence

Generative AI such as ChatGPT has of late captured the imagination of business leaders across industries. While enterprise IT orgs by and large are taking a measured approach , some early movers are showing impressive results. CarMax’s IT team, for one, has been working with Microsoft and OpenAI to leverage GPT-3.x for business value even before ChatGPT became a household name.

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Introducing the technology behind watsonx.ai, IBM’s AI and data platform for enterprise

IBM Big Data Hub

We stand on the frontier of an AI revolution. Over the past decade, deep learning arose from a seismic collision of data availability and sheer compute power, enabling a host of impressive AI capabilities. But we’ve faced a paradoxical challenge: automation is labor intensive. It sounds like a joke, but it’s not, as anyone who has tried to solve business problems with AI may know.

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Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison

Analytics Vidhya

Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA). It is said to be trained to have more natural and open-ended conversations […] The post Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison appeared first on Analytics Vidhya.

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HuggingGPT: The Secret Weapon to Solve Complex AI Tasks

KDnuggets

Get ready to discover the next big thing in AI with HuggingGPT. Read this article to develop an understanding of how it works and how it handles complex AI tasks.

IT 150
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Why AI Is Like Drawing An Owl

Timo Elliott

There’s a meme on the internet about drawing an owl. Here’s a PG-rated version: In case you’re unfamiliar with it, here’s a very capable explanation from ChatGPT: What has that to do with AI? Well, it seems obvious that the latest large-language technologies like ChatGPT and Bard can be used to transform business. And that’s certainly true for tasks such as summarizing documents, which these technologies do astoundingly well.

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Accelerating VMware’s growth

CIO Business Intelligence

By Hock Tan, Broadcom President & CEO Innovation comes in many forms. In Broadcom’s case, it has been through a combination of organic growth and growth through acquisition, which has created Broadcom today – a company built from a heritage of American technology pioneers such as AT&T Bell Labs and Hewlett Packard, among others. Broadcom has grown by building on the innovations of businesses with critical products, a strong track record, and significant long-term growth potential.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Peloton embraces Amazon Redshift to unlock the power of data during changing times

AWS Big Data

Credit: Phil Goldstein Jerry Wang, Peloton’s Director of Data Engineering (left), and Evy Kho, Peloton’s Manager of Subscription Analytics, discuss how the company has benefited from using Amazon Redshift. New York-based Peloton , which aims to help people around the world reach their fitness goals through its connected fitness equipment and subscription-based classes, saw booming growth in the early stage of the COVID-19 pandemic.

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How Does Microsoft Fabric Change the Enterprise BI Game?

Paul Turley

Microsoft Fabric (#MicrosoftFabric), the new Unified Analytics platform, was announced this morning, literally moments before the Build Conference. Satya made the official announcement in the keynote address. Why is this big news and why is it important? In a few words, this is the most significant expansion to the Power BI and the analytics platform since the product was introduced.

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Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead

Analytics Vidhya

Geoffrey Hinton, a pioneer in artificial intelligence (AI) referred to as “the Godfather of AI,” has left Google. He has joined a growing chorus of critics warning of the potential dangers of AI systems. In an interview last week, Dr. Hinton expressed concerns about the technology at the heart of chatbots like ChatGPT and warned […] The post Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead appeared first on Analytics Vidhya.

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Bard for Data Science Cheat Sheet

KDnuggets

Check out our latest cheat sheet to get you up to speed and provide a handy reference for using Google's LLM chat tool Bard for data science.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Make SAP ERP deployments future-ready with IBM Cloud

IBM Big Data Hub

As we navigate an unstable economy, organizations across industries want to be “future-ready,” and that requires systems and processes that can continuously evolve in response to the marketplace demands. For customers who run their operations on SAP, this means modernizing to a cloud ERP platform that supports greater flexibility and agility.

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5 surefire ways to derail a digital transformation (without knowing it)

CIO Business Intelligence

Despite the best of intentions, CIOs and their organizations often struggle to deliver business outcomes from digital transformation strategies. According to research firm Gartner , 89% of corporate boards say digital is embedded in all business growth strategies, but only 35% of organizations are on track to achieve digital transformation goals. And while KPMG reports that 72% of CEOs have aggressive digital investment strategies, McKinsey details a harsh reality that 70% of transformations fai

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Cloud Advances Make Record Keeping Compliance Easier Than Ever

Smart Data Collective

The advent of the digital age introduced a novel conundrum for businesses, and it is adhering to stringent government regulations related to record-keeping. This challenge becomes particularly pronounced for companies that manage extensive reservoirs of data. However, cloud computing has revolutionized how enterprises manage their records and make it easier for businesses to comply.

Insurance 113
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How SOCAR handles large IoT data with Amazon MSK and Amazon ElastiCache for Redis

AWS Big Data

This is a guest blog post co-written with SangSu Park and JaeHong Ahn from SOCAR. As companies continue to expand their digital footprint, the importance of real-time data processing and analysis cannot be overstated. The ability to quickly measure and draw insights from data is critical in today’s business landscape, where rapid decision-making is key.

IoT 112
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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How to Detect and Handle Deepfakes in the Age of AI?

Analytics Vidhya

Artificial intelligence (AI) has brought many advancements in creating media content nearly indistinguishable from that produced by humans. However, while this technology opens up new possibilities for creativity and innovation, it also poses a significant threat: deepfakes. AI can create manipulated images, videos, or audio files known as deepfakes that can be challenging to identify […] The post How to Detect and Handle Deepfakes in the Age of AI?

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A Deep Dive into GPT Models: Evolution & Performance Comparison

KDnuggets

The blog focuses on GPT models, providing an in-depth understanding and analysis. It explains the three main components of GPT models: generative, pre-trained, and transformers.

Modeling 132
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Introducing watsonx: The future of AI for business

IBM Big Data Hub

Today is a revolutionary moment for Artificial Intelligence (AI). After some impressive advances over the past decade, largely thanks to the techniques of Machine Learning (ML) and Deep Learning , the technology seems to have taken a sudden leap forward. Suddenly, everybody is talking about generative AI: sometimes with excitement, other times with anxiety.

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SAP takes steps toward ‘green ledger’ for carbon accounting

CIO Business Intelligence

SAP wants to give new meaning to the resources in enterprise resource planning, going beyond the boundaries of the enterprise and accounting for its impact on the whole planet. The software provider plans to do that by enhancing existing tools for estimating greenhouse gas emissions due to an enterprise’s activities, and adding capabilities for exchanging that data with partners, bringing it all together in a “green ledger” that will record the climate cost of doing business alongside the financ

Reporting 141
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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Cyber Attacks on Small Businesses: Understanding Risks and Prevention

Smart Data Collective

If you’re like most small business owners, cybersecurity is probably the last worry on your mind. Between growing a business and dealing with day-to-day tasks, it’s easy to let your cyber presence fade into the background of your thoughts. Unfortunately, as the world becomes more and more digital, cybersecurity risks are growing at a rapid pace. As a small business owner, this means that you and your business could be at risk of being attacked this very second.

Risk 115
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What’s new with Amazon MWAA support for Apache Airflow version 2.4.3

AWS Big Data

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that makes it simple to set up and operate end-to-end data pipelines in the cloud at scale. Amazon MWAA supports multiple versions of Apache Airflow (v1.10.12, v2.0.2, and v2.2.2). Earlier in 2023, we added support for Apache Airflow v2.4.3 so you can enjoy the same scalability, availability, security, and ease of management with Airflow’s most recent improvements.

Testing 131
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What is Data Science? A Complete Guide

Analytics Vidhya

Introduction In the modern world, data science(DS) has emerged as one of the most sought-after careers. Fundamentally, it is the art of transforming unstructured data into a usable format and then drawing actionable insights from it. But with technological advancements like machine learning and artificial intelligence, it has become an interdisciplinary area that utilizes computer […] The post What is Data Science?

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Machine Learning with ChatGPT Cheat Sheet

KDnuggets

Have you thought of using ChatGPT to help augment your machine learning tasks? Check out our latest cheat sheet to find out how.

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Prepare Now: 2025's Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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My Thoughts on Day Two Keynote of SAP Sapphire Orlando 2023

Timo Elliott

This is my personal summary of the Day 2 Customer Success Keynote at the 2023 SAP Sapphire Customer Conference in Orlando, Florida. A replay is available on the Virtual Sapphire Platform. Day two opened with SAP’s Customer Success leader Scott Russell and a story about bumping into an old friend, who remarked how hard it is for companies to actually change, to take full advantage of the latest technologies.

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Generative AI & data: Potential in cybersecurity if the risks can be curtailed

CIO Business Intelligence

Artificial intelligence (AI) in 2023 feels a bit like déjà vu to me. Back in 2001, as I was just entering the venture industry, I remember the typical VC reaction to a start-up pitch was, “Can’t Microsoft replicate your product with 20 people and a few months of effort, given the resources they have?” Today, any time a new company is pitching its product that uses AI to do ‘X,’ the VC industry asks, “Can’t ChatGPT do that?

Risk 137
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Digital Transformation: How To Protect Your Organization From Cyber Risk

Smart Data Collective

Cybersecurity is essential for any organization looking to stay competitive in today’s digital world. However, the average data breach cost is staggering— $3.86 million —and organizations are constantly at risk of cyber-attacks and malicious actors. In order to protect your business from these threats, it’s essential to understand what digital transformation entails and how you can safeguard your company from cyber risks.

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Amazon OpenSearch Service now supports 99.99% availability using Multi-AZ with Standby

AWS Big Data

Customers use Amazon OpenSearch Service for mission-critical applications and monitoring. But what happens when OpenSearch Service itself is unavailable? If your ecommerce search is down, for example, you’re losing revenue. If you’re monitoring your application with OpenSearch Service, and it becomes unavailable, your ability to detect, diagnose, and repair issues with your application is diminished.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!