CIO Business Intelligence

OCTOBER 10, 2023

By Chet Kapoor, Chairman and CEO of DataStax In tech, success means embracing change and moving fast. With the rise of AI, leaders are re-thinking how they drive productivity and execution within their teams. Here, I’ll share perspectives from industry experts on winning in today’s constantly evolving landscape. 1. Leverage the power of asynchronous communication Productivity starts with finding the right tools, eliminating as many meetings as possible, and using documentation as a means of coll

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Analytics Vidhya

OCTOBER 11, 2023

Analytics Vidhya’s ‘Leading With Data’ is a series of interviews where industry leaders share their experiences, career journeys, interesting projects, and more. In the 5th episode of the series, we are joined by a very special guest – Mr. Srikanth Valamakanni. He is the Group CEO, Co-founder, and Vice-Chairman of Fractal Analytics, one of the […] The post Leading With Data: Building a Data Driven Organization with Srikanth Velamakanni appeared first on Analytics Vidhya.

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CIO Business Intelligence

OCTOBER 11, 2023

These are testing times for CIOs. A complex mix of macroeconomic instability, technological advancements, and digital disruption has businesses in search of IT leaders who can rise to the occasion and turn what could be intractable challenges into business opportunities. The bad news from early 2023 Forrester research suggests that many CIOs aren’t ready to meet these fresh demands.

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KDnuggets

OCTOBER 13, 2023

Let’s explore Data Mesh, a modern approach to data architecture that decentralizes data ownership and management.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Analytics Vidhya

OCTOBER 12, 2023

Introduction In the world of rapidly evolving technology, we find ourselves on the cusp of a new era, an era where machines seem to possess a kind of intelligence that was once reserved solely for humans. This era, which I’d like to call the “Gen AI Era,” represents not just a continuation of AI’s growth […] The post The Era of Gen AI: A New Beginning appeared first on Analytics Vidhya.

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David Menninger's Analyst Perspectives

OCTOBER 10, 2023

The 2023 Ventana Research Buyers Guide for Embedded Analytics research enables me to provide observations about how the market has advanced.

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O'Reilly on Data

OCTOBER 10, 2023

Ethan and Lilach Mollick’s paper Assigning AI: Seven Approaches for Students with Prompts explores seven ways to use AI in teaching. (While this paper is eminently readable, there is a non-academic version in Ethan Mollick’s Substack.) The article describes seven roles that an AI bot like ChatGPT might play in the education process: Mentor, Tutor, Coach, Student, Teammate, Student, Simulator, and Tool.

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Analytics Vidhya

OCTOBER 13, 2023

Introduction In today’s ever-advancing world of technology, there’s an exciting development on the horizon – Advanced Multi-modal Generative AI. This cutting-edge technology is about making computers more innovative and great, creating content and understanding. Imagine a digital assistant that seamlessly works with text, images, and sounds and generates information.

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David Menninger's Analyst Perspectives

OCTOBER 11, 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Embedded Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the real-world criteria incorporated in a request for proposal to Analytics vendors supporting the spectrum

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KDnuggets

OCTOBER 12, 2023

SQL is the essential data science language due to its universal database accessibility, efficient data cleaning capabilities, seamless integration with other languages, and requirement for most data science jobs.

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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?

Business Intelligence

CIO Business Intelligence

OCTOBER 13, 2023

Generative AI is quickly changing the landscape of the business world, with rapid adoption rates across nearly every industry. Businesses are turning to gen AI to streamline business processes, develop proprietary AI technology, and reduce manual efforts in order to free up employees to take on more intensive tasks. A recent survey of senior IT professionals from Foundry found that 57% of IT organizations have identified several areas for gen AI use cases, 25% have started pilot programs, and 41

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Analytics Vidhya

OCTOBER 12, 2023

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., have revolutionized the way we solve problems. LLMs use deep learning techniques to perform natural language processing tasks. This article will teach you to build LLM Apps […] The post How to Build LLM Apps Using Vector Database?

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David Menninger's Analyst Perspectives

OCTOBER 12, 2023

The 2023 Ventana Research Buyers Guide for Collaborative Analytics research enables me to provide observations about how the market has advanced.

Marketing 278

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KDnuggets

OCTOBER 9, 2023

Unlock the power of GPT-4 summarization with Chain of Density (CoD), a technique that attempts to balance information density for high-quality summaries.

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📌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.

Data-driven

CIO Business Intelligence

OCTOBER 10, 2023

Winning IT organizations aren’t built in a day. Long-term success is generally the result of leaders who make a committed effort to connect directly with their teams, rather than simply issuing memos, edicts, and other top-down commands. Employees want to work for leaders who inspire them, engage them, challenge them, and give them opportunities to grow and be effective, says Ola Chowning, a partner with technology research and advisory firm ISG.

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Analytics Vidhya

OCTOBER 7, 2023

Introduction In the ever-evolving landscape of artificial intelligence, one name has stood out prominently in recent years: transformers. These powerful models have transformed the way we approach generative tasks in AI, pushing the boundaries of what machines can create and imagine. In this article, we will delve into the advanced applications of transformers in generative […] The post Unlocking Creativity with Advanced Transformers in Generative AI appeared first on Analytics Vidhya.

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David Menninger's Analyst Perspectives

OCTOBER 13, 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Collaborative Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research. Drawing on our Benchmark Research, we apply a structured methodology built on evaluation categories that reflect the real-world criteria incorporated in a request for proposal to Analytics vendors supporting the spec

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KDnuggets

OCTOBER 12, 2023

This article talks about several best practices for writing ETLs for building training datasets. It delves into several software engineering techniques and patterns applied to ML.

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Software IT 150

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.

Marketing

CIO Business Intelligence

OCTOBER 13, 2023

Less than a year after most CIOs and business leaders even heard the expression “generative artificial intelligence,” for the first time, this technology has set off a wave of innovation that will dramatically change how businesses are run. However, we at SAP are not entering this race as newcomers. In fact, we have been at the forefront of embedding AI into our solutions for years.

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Analytics Vidhya

OCTOBER 11, 2023

In a groundbreaking move reshaping the landscape of artificial intelligence, OpenAI has unveiled GPT-4 with vision, aptly named GPT-4V. This new iteration empowers users to harness the combined might of language and visual data. Thus unlocking unprecedented capabilities that promise to revolutionize our interactions with AI. Here, we delve into this latest advancement and explore […] The post OpenAI’s GPT-4V(ision): A Breakthrough in AI’s Multimodal Frontier appeared first on A

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AWS Big Data

OCTOBER 12, 2023

Amazon EMR Serverless provides a serverless runtime environment that simplifies the operation of analytics applications that use the latest open source frameworks, such as Apache Spark and Apache Hive. With EMR Serverless, you don’t have to configure, optimize, secure, or operate clusters to run applications with these frameworks. You can run analytics workloads at any scale with automatic scaling that resizes resources in seconds to meet changing data volumes and processing requirements.

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KDnuggets

OCTOBER 13, 2023

A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.

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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.

Reporting

CIO Business Intelligence

OCTOBER 12, 2023

To thrive, project managers need to have and hone a complex combination of technical, business, and interpersonal skills. Leading project management organization the Project Management Institute attempts to decode what it takes to be a successful project manager with its PMI Talent Triangle , comprising Ways of Working (formerly Technical Project Management), Power Skills (formerly Leadership), and Business Acumen (formerly Strategic and Business Management).

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Analytics Vidhya

OCTOBER 11, 2023

Introduction When we hear data science, the first thing that comes to mind is building a model on notebooks and training the data. But this is not the situation in real-world data science. In the real world, data scientists build models and put them into production. The production environment has a gap between the development, […] The post A MLOps-Enhanced Customer Churn Prediction Project appeared first on Analytics Vidhya.

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AWS Big Data

OCTOBER 9, 2023

Data lakes have been gaining popularity for storing vast amounts of data from diverse sources in a scalable and cost-effective way. As the number of data consumers grows, data lake administrators often need to implement fine-grained access controls for different user profiles. They might need to restrict access to certain tables or columns depending on the type of user making the request.

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KDnuggets

OCTOBER 9, 2023

In this article, Luis shares with readers his thoughts on the intersection of open source software and machine learning and what the future might bring. Many articles cover how open source software is used by the machine learning community but this post focuses on the similarities between the two areas of practice and what machine learning can and can’t learn from open source software.

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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.

Business Intelligence

CIO Business Intelligence

OCTOBER 11, 2023

According to market researchers at Gartner 1 , “Utilities are faced with unprecedented challenges.” While international conflict, economic uncertainty and climate change are affecting businesses of all kinds, energy companies and utilities are also dealing with aging infrastructure, constant cyberattacks, increased regulation and rising customer expectations.

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Analytics Vidhya

OCTOBER 12, 2023

Introduction Machine learning is a highly developing domain of technology at present. This technology allows computer systems to learn and make decisions without technical programming. It has a variety of applications, including recognizing patterns, data analysis, and improving performance over time. This guide on how to learn machine learning online will introduce you to the […] The post How to Learn Machine Learning Online?

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AWS Big Data

OCTOBER 11, 2023

Organizations with legacy, on-premises, near-real-time analytics solutions typically rely on self-managed relational databases as their data store for analytics workloads. To reap the benefits of cloud computing, like increased agility and just-in-time provisioning of resources, organizations are migrating their legacy analytics applications to AWS.

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KDnuggets

OCTOBER 9, 2023

This article serves as a guide for the data professional who wants to earn more in these trying times.

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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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