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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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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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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A Step-by-Step Guide to PDF Chatbots with Langchain and Ollama

Analytics Vidhya

Introduction In an era where technology continues to transform the way we interact with information, the concept of a PDF chatbot brings a new level of convenience and efficiency to the table. This article delves into the intriguing realm of creating a PDF chatbot using Langchain and Ollama, where open-source models become accessible with minimal […] The post A Step-by-Step Guide to PDF Chatbots with Langchain and Ollama appeared first on Analytics Vidhya.

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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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Future-Proof Your Data Game: Top Skills Every Data Scientist Needs in 2023

KDnuggets

An overview of the most sought-after skills in 2023 based on the rise of generative AI.

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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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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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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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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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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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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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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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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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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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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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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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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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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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Unlock scalable analytics with AWS Glue and Google BigQuery

AWS Big Data

Data integration is the foundation of robust data analytics. It encompasses the discovery, preparation, and composition of data from diverse sources. In the modern data landscape, accessing, integrating, and transforming data from diverse sources is a vital process for data-driven decision-making. AWS Glue , a serverless data integration and extract, transform, and load (ETL) service, has revolutionized this process, making it more accessible and efficient.

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10 Basic Statistical Concepts in Plain English

KDnuggets

Explore 10 foundational statistical concepts made simple, from probability distributions to the central limit theorem, for better data understanding.

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Bill Gates Questions the Future of Generative AI!

Analytics Vidhya

Microsoft Co-founder Shares Insight on GPT-5 and the AI Landscape In the ever-evolving landscape of artificial intelligence, generative AI has emerged as a dominant force. Over the past year, numerous companies have poured substantial investments into this technology, culminating in the monumental launch of ChatGPT by OpenAI in November 2022. This development marked a pivotal […] The post Bill Gates Questions the Future of Generative AI!

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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 Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Amazon Redshift: Lower price, higher performance

AWS Big Data

Like virtually all customers, you want to spend as little as possible while getting the best possible performance. This means you need to pay attention to price-performance. With Amazon Redshift , you can have your cake and eat it too! Amazon Redshift delivers up to 4.9 times lower cost per user and up to 7.9 times better price-performance than other cloud data warehouses on real-world workloads using advanced techniques like concurrency scaling to support hundreds of concurrent users, enhanced

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7 Steps to Mastering Data Wrangling with Pandas and Python

KDnuggets

Starting out on your data journey? Here’s a 7-step learning path to master data wrangling with pandas.

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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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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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Prepare Now: 2025s 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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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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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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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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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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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.