Sat.Oct 21, 2023 - Fri.Oct 27, 2023

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7 sins of digital transformation

CIO Business Intelligence

As CIOs prepare for the next wave of digital transformation, they must demonstrate shorter-term business impacts from technology investments and achieve larger innovation goals that evolve the organization’s business model. But perhaps more importantly, they must learn from their previous big digital wins — and avoid repeating all-too-frequent mistakes that cause transformations to fail or lag behind expectations.

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Drag, Drop, Analyze: The Rise of No-Code Data Science

KDnuggets

No-code or low-code functionalities in data science have gained significant traction in recent years. These solutions are well-proven and matured, and they make data science more accessible to a wider range of people.

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Putting AI to Work: 5 Favorite Moments From the 2023 Everyday AI New York Conference

Dataiku

What does it mean to “Put AI to Work''? This phrase — the tagline for Dataiku’s 2023 Everyday AI conference series — underscores that game-changing moonshots are created by transforming how AI is used habitually every day in your organization. AI has never been hotter thanks to recent breakthroughs in Generative AI , but the gap between asking ChatGPT for recipe recommendations and the large ambitions of practical, enterprise-disrupting implementation has never felt more daunting.

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Are You in Control of Your JDE or EBS Data?

Jet Global

Reporting teams need to go beyond native reporting with deeper, flexible analysis of their data. Without the right control, they struggle with inflexible report layouts and spend days dumping data into spreadsheets, limiting the available time to focus on value-added analysis. If your finance team is using JD Edwards (JDE) and Oracle E-Business Suite (EBS), it’s like they rely on well-maintained and accurate master data to drive meaningful insights through reporting.

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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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Unstructured data management and governance using AWS AI/ML and analytics services

AWS Big Data

Unstructured data is information that doesn’t conform to a predefined schema or isn’t organized according to a preset data model. Unstructured information may have a little or a lot of structure but in ways that are unexpected or inconsistent. Text, images, audio, and videos are common examples of unstructured data. Most companies produce and consume unstructured data such as documents, emails, web pages, engagement center phone calls, and social media.

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Empower Multiple Websites with Langchain’s Chatbot Solution

Analytics Vidhya

Introduction In the revolutionary era of AI, conversational agents or chatbots have emerged as pivotal tools for engaging users, assisting, and enhancing user experience across various digital platforms. Chatbots powered by advanced AI techniques enable automated and interactive conversations that resemble human interactions. With the launch of ChatGPT, the ability to answer user queries has […] The post Empower Multiple Websites with Langchain’s Chatbot Solution appeared first on An

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Model Collapse: An Experiment

O'Reilly on Data

Ever since the current craze for AI-generated everything took hold, I’ve wondered: what will happen when the world is so full of AI-generated stuff (text, software, pictures, music) that our training sets for AI are dominated by content created by AI. We already see hints of that on GitHub: in February 2023, GitHub said that 46% of all the code checked in was written by Copilot.

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What you need to know about Okta’s security breach

CIO Business Intelligence

On October 20, 2023, Okta Security identified adversarial activity that used a stolen credential to gain access to the company’s support case management system. Once inside the system, the hacker gained access to files uploaded by Okta customers using valid session tokens from recent support cases. As a result of using the extracted tokens from the Okta support system and support cases, the threat actor subsequently gained complete access to many of their customers’ systems.

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How to Optimize Revenues Using Dynamic Pricing?

Analytics Vidhya

Introduction Uber/Ola peak hour prices are higher than regular fares. In IRCTC, Rajdhani prices increase are booking rate increases, and in Amazon, prices for the exact product change multiple times. Who decides when to change these prices or to what extent? Who decides the right price at the right time? The answers to these questions […] The post How to Optimize Revenues Using Dynamic Pricing?

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5 Free Books to Master Machine Learning

KDnuggets

Machine Learning is one of the most exciting fields in computer science today. In this article, we will take a look at the five best yet free books to learn machine learning in 2023.

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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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Enable cost-efficient operational analytics with Amazon OpenSearch Ingestion

AWS Big Data

As the scale and complexity of microservices and distributed applications continues to expand, customers are seeking guidance for building cost-efficient infrastructure supporting operational analytics use cases. Operational analytics is a popular use case with Amazon OpenSearch Service. A few of the defining characteristics of these use cases are ingesting a high volume of time series data and a relatively low volume of querying, alerting, and running analytics on ingested data for real-time in

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7 ways diversity and inclusion help teams perform better

CIO Business Intelligence

Diversity, equity, and inclusion have become important social issues. In the wake of the George Floyd and Breonna Taylor murders of 2020, companies made massive, highly publicized efforts to correct for systemic bias and improve the mix of race, gender, and lived experiences in the workplace. According to a recent study from Pew Research, most employed adults in the US think this is a good thing.

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The Power of Advanced Encoders and Decoders in Generative AI

Analytics Vidhya

Introduction In the dynamic realm of Artificial Intelligence, the fusion of technology and creativity has birthed innovative tools that push the boundaries of human imagination. Among these pioneering advancements lies the sophisticated world of Encoders and Decoders in Generative AI. This evolution revolutionises how we create, interpret, and interact with art, language, and even reality. […] The post The Power of Advanced Encoders and Decoders in Generative AI appeared first on Analytics

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The Top 5 Cloud Machine Learning Platforms & Tools

KDnuggets

What are the top 5 cloud machine learning platforms in the market today. Our list will help provide some vital insights into which platform might best cater to your specific machine learning needs. See what KDnuggets recommends.

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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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The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts

Smart Data Collective

In the vast realm of technology, chatbots have emerged as a revolutionary tool, bridging the gap between humans and machines. These digital assistants, initially designed to follow pre-set scripts, have now evolved into sophisticated entities capable of understanding and responding to complex human emotions and queries. But what’s the secret behind their enhanced conversational abilities?

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AWS revenue growth stabilizes with a boost from generative AI-led services

CIO Business Intelligence

AWS posted a stable 12% revenue growth in the third quarter of 2023 buoyed by demand for generative AI-led services, despite customers trying to optimize their cloud spending. For the last few sequential quarters, revenue growth for AWS has been on a constant decline. The 12% growth in the September quarter is a sign of stability for AWS since it also posted 12% growth in the previous sequential quarter.

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Doctran and LLMs: A Powerful Duo for Analyzing Consumer Complaints

Analytics Vidhya

Introduction In today’s highly competitive market, businesses strive to understand and resolve consumer complaints effectively. Consumer complaints can shed light on a wide range of issues from product defects and poor customer service to billing errors and safety concerns. They play a crucial role in the feedback (regarding products, services, or experiences) loop between businesses […] The post Doctran and LLMs: A Powerful Duo for Analyzing Consumer Complaints appeared first on Ana

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KDnuggets News, October 27: 5 Free Books to Master Data Science • 7 Steps to Mastering LLMs

KDnuggets

This week on KDnuggets: Go from learning what large language models are to building and deploying LLM apps in 7 steps • Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning • And much, much more!

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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Jira & Zendesk Aid with Analytics-Driven Management

Smart Data Collective

Description: Looking for a comparison between Jira Service Management and Zendesk? Discover the key differences between these two popular platforms in our comprehensive guide. Big data and technical support services are twin pillars of successful organizations. There are a growing number of platforms that help companies use analytics to offer better technical support.

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With generative AI, IT must deliver knowledge…not just technology

CIO Business Intelligence

You don’t have to look further than recent headlines to know generative AI has garnered outsized attention in 2023. And for good reason. GenAI has been estimated to increase skilled worker performance by up to 40% with the potential to add trillions of dollars in value to the global economy. This is because GenAI brings accessibility to tasks that once required specialized skillsets—like coding or graphics—to more workers than ever thought possible.

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The Impact of Large Language Models on Medical Text Analysis

Analytics Vidhya

Introduction In a world undergoing a technological revolution, the fusion of artificial intelligence and healthcare is reshaping the landscape of medical diagnosis and treatment. One of the silent heroes behind this transformation is the application of Large Language Models (LLMs) in the field of medical , health domain and mainly in text analysis. This article […] The post The Impact of Large Language Models on Medical Text Analysis appeared first on Analytics Vidhya.

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Supercomputing Programmer with @friedmud: TDI 33

Data Science 101

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. Note: The views in these interviews are personal views and do not represent the interviewee’s employer. “2 years from now our new flagship system is slated to have 500k cores!

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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Greening AI: 7 Strategies to Make Applications More Sustainable

KDnuggets

The article delves into a comprehensive methodology that sheds light on how to accurately estimate the carbon footprint associated with AI applications. It explains the environmental impact of AI, a crucial consideration in today's world.

Strategy 115
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5 key leadership skills an executive coach can help you master

CIO Business Intelligence

When a civil engineering company went through layoffs during tough economic times, its 28-year-old project manager suddenly found himself promoted to the company’s top IT role. Just a few years after doing desktop support at the same firm, he was thrust into the position of IT manager, meeting with the CEO and running the show for everything tech. “At 28, there were a lot of things I didn’t have experience with,” says Chris Cantrell.

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How to Build a Multi-Modal Search App with Chroma?

Analytics Vidhya

Introduction Have you ever wondered how our intricate brains process the world? While the brain’s inner workings remain a mystery, we can liken it to a versatile neural network. Thanks to electrochemical signals, it handles various data types – audio, visuals, smells, tastes, and touch. As AI advances, multi-modal models emerge, revolutionizing search capabilities.

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Run Spark SQL on Amazon Athena Spark

AWS Big Data

At AWS re:Invent 2022, Amazon Athena launched support for Apache Spark. With this launch, Amazon Athena supports two open-source query engines: Apache Spark and Trino. Athena Spark allows you to build Apache Spark applications using a simplified notebook experience on the Athena console or through Athena APIs. Athena Spark notebooks support PySpark and notebook magics to allow you to work with Spark SQL.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Cloudera and AMD Spur Data Scientists to Take Climate Action

Cloudera

The world faces multiple environmental sustainability challenges — from the climate crisis and water scarcity to food production and urban resilience. Overcoming these hurdles offers opportunities for innovation through technology and artificial intelligence. That’s why Cloudera and AMD have partnered to host the Climate and Sustainability Hackathon.

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3 commandments that should drive every API strategy

CIO Business Intelligence

In the early 2000s, companies like Amazon, eBay, and Salesforce drove a trend toward standardizing interfaces among web applications. The result was a complete overhaul of how applications were developed and integrated, thanks to a growing network of open web APIs that anyone could consume. During this period, Amazon founder Jeff Bezos wrote a memo to his employees that came to be known as the “Bezos API Mandate.

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14 Exciting Python Project Ideas & Topics for Beginners

Analytics Vidhya

Python is an indispensable tool for data science professionals, playing a pivotal role in data analysis, machine learning, and scientific computing. Whether you’re a novice or an experienced practitioner, enhancing your Python programming skills is an ongoing journey. This article is your gateway to 14 exciting Python project ideas, each carefully crafted to cater to […] The post 14 Exciting Python Project Ideas & Topics for Beginners appeared first on Analytics Vidhya.

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Windows on Snapdragon Brings Hybrid AI to Apps at the Edge

KDnuggets

Let’s take a closer look at Hybrid AI, how you can take advantage of it, and how Snapdragon brings hybrid AI to apps at the edge.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.