CIO Business Intelligence

AUGUST 27, 2024

In early 2000, following IT’s unprecedentedly effective response to the Y2K situation, the world botched its after-action review. Consumed by the need to have someone to blame, influencers from around the world proclaimed it was a hoax perpetrated by IT to inflate technology budgets and its perceived importance. Happy to have a scapegoat, the world ignorantly sneered and then moved on to the next pseudo-culprit.

Testing 129

Testing Risk Strategy IT 129

Analytics Vidhya

AUGUST 25, 2024

Introduction Assessing a machine learning model isn’t just the final step—it’s the keystone of success. Imagine building a cutting-edge model that dazzles with high accuracy, only to find it crumbles under real-world pressure. Evaluation is more than ticking off metrics; it’s about ensuring your model consistently performs in the wild.

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Modeling Machine Learning Metrics Analytics 195

Smarten

AUGUST 27, 2024

Reporting and Data Visualization Improves Team Understanding! Statistics reveal that many people learn best when they see a story or information depicted in an image. Graphs, charts with colors, lines and shapes can often tell a story and communicate issues, challenges and opportunities in a business environment. According to Forbes, ‘Almost eighty-thousand scientific studies attest that visual images promote retention.

Visualization 68

Visualization KPI Key Performance Indicator Dashboards 68

Data Science and Beyond

AUGUST 25, 2024

My views on separating AI hype and b t from the real deal. The general ideas apply to past and future hype waves in tech.

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

Optimization

Dataiku

AUGUST 28, 2024

When it comes to code development for analytics and data science, there are many tools, methods, and practices that data teams can choose to follow. With several paths for development available to one team, such as open source frameworks like Python and proprietary languages like SAS, collaboration can become a challenge. Often you have a trade-off — you can use an analytics platform to help with this collaboration problem, but that platform may lock you into specific languages and engines, rest

Analytics 95

Analytics Data Science IT 95

The Data Visualisation Catalogue

AUGUST 28, 2024

A Dendrogram is a variation of a Tree Diagram that illustrates the arrangement of clusters formed by hierarchical clustering. This is done to help visualise and classify the taxonomic relationships between entities related in a group. Dendrograms are made up of branches, known as clades. These branches split into smaller branches, each ending in a point called a leaf.

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Snapshot Visualization 69

Depict Data Studio

AUGUST 27, 2024

Do you have a line chart with tons of lines? Sometimes, the line you want to highlight… is stuck all the way in the back. Nobody can see that line, because it’s all covered up. Oops! In this video, you’ll learn how to rearrange the line chart so that the line you want your audience to see isn’t covered up. Watch the Tutorial What’s Inside 0:00 The Problem: Excel Graphs with Covered-Up Lines 0:23 Welcome to Dataviz On The Go 0:31 The Dataset 0:47 Another Problem: The

Interactive 52

Interactive IT Visualization 52

AWS Big Data

AUGUST 27, 2024

Amazon EMR on EC2 is a managed service that makes it straightforward to run big data processing and analytics workloads on AWS. It simplifies the setup and management of popular open source frameworks like Apache Hadoop and Apache Spark , allowing you to focus on extracting insights from large datasets rather than the underlying infrastructure. With Amazon EMR, you can take advantage of the power of these big data tools to process, analyze, and gain valuable business intelligence from vast amoun

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Metrics Dashboards Data Lake Optimization 81

Jet Global

AUGUST 27, 2024

As hard as it may be to believe, we are nearly a quarter of the way through the 21st century. Yet many businesses still rely on 20th century processes and technology to complete their financial planning and analysis tasks. This reliance on outdated methods can lead to inaccurate forecasts, missed opportunities, and a competitive disadvantage. Much like an outdated oven can still be used to cook a meal, outdated planning processes like manual data entry, static spreadsheets, and inflexible budget

Strategy 52

Strategy Finance Data-driven Reporting 52

Analytics Vidhya

AUGUST 28, 2024

Introduction AdalFlow, founded by Li Yin, was created to bridge the gap between Retrieval-Augmented Generation (RAG) research and product development. While both communities use PyTorch, existing frameworks either lack real-world flexibility or are too complex for research. AdalFlow provides a unified library with strong string processing, flexible tools, multiple output formats, and model monitoring like […] The post Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Ab

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Optimization Modeling Analytics 289

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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

AUGUST 30, 2024

A more operational, business-specific way of leveraging generative AI is beginning to take shape in the form of AI agents that quietly work behind the scenes, moving beyond gen AI’s creational capabilities toward autonomous decision-making in enterprise workflows. Agentic AI, at its core, is designed to automate a specific function within an organization’s myriad business processes, without human intervention.

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ROI Recreation/Entertainment Machine Learning Interactive 138

KDnuggets

AUGUST 30, 2024

Data engineering is best learned by doing projects. But which ones? Here are six projects focusing on different data engineering skills to ensure you have it all covered.

IT 110

IT 110

AWS Big Data

AUGUST 26, 2024

Moving and transforming data between databases is a common need for many organizations. Duplicating data from a production database to a lower or lateral environment and masking personally identifiable information (PII) to comply with regulations enables development, testing, and reporting without impacting critical systems or exposing sensitive customer data.

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Visualization Metadata Data Transformation Testing 100

Analytics Vidhya

AUGUST 26, 2024

Introduction It could be challenging to prepare for an AI job interview due to the vast nature of the field and the wide variety of knowledge and abilities needed. The expansion of the AI industry corresponds with a growing requirement for qualified workers. Preparing for an AI job interview requires having a thorough understanding of […] The post How to Prepare for an AI Job Interview?

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Analytics IT 274

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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

AUGUST 27, 2024

If you’re stressing over cloud cost increases, you’re not alone. Three out of every five organizations saw cloud spending increase in the past year, with nearly four in 10 who experienced price hikes saying their costs jumped by more than 25% — this according to a recent survey of IT professionals commissioned by cloud provider Civo. Several factors appear to be driving cloud cost increases, including inflation, a rush to deploy compute-hungry AI , and energy costs, says Mark Boost, CEO of Civo,

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Consulting Digital Transformation Strategy Forecasting 137

KDnuggets

AUGUST 27, 2024

A step-to-step guide to navigate you through training your own transformer-based language model.

Modeling 123

Modeling 123

AWS Big Data

AUGUST 26, 2024

In this post, we explore the performance benefits of using the Amazon EMR runtime for Apache Spark and Apache Iceberg compared to running the same workloads with open source Spark 3.5.1 on Iceberg tables. Iceberg is a popular open source high-performance format for large analytic tables. Our benchmarks demonstrate that Amazon EMR can run TPC-DS 3 TB workloads 2.7 times faster, reducing the runtime from 1.548 hours to 0.564 hours.

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Cost-Benefit Testing Metrics Optimization 94

Analytics Vidhya

AUGUST 29, 2024

Introduction Suppose you are on the brink of a technological revolution, which is to embrace the Large Language Models (LLMs,) to unlock some incredible opportunities. As for many innovations from developing smart chatbots to analyzing data, LLMs are in the center of them. The good news? However, what people might not realize is that you […] The post 10 Free Resources to Learn LLMs appeared first on Analytics Vidhya.

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Modeling Technology Analytics Deep Learning 273

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

AUGUST 28, 2024

CISOs looking for new IT hires already struggle with talent market shortages and bridging cybersecurity skills gaps. But now they face a growing challenge from an unexpected source: sanctions-busting North Korean software developers posing as potential hires. North Korea is actively infiltrating Western companies using skilled IT workers who use fake identities to pose as remote workers with foreign companies, typically but not exclusively in the US.

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IT Software Marketing 133

KDnuggets

AUGUST 26, 2024

Break the ice and dispel any fears about this expanding branch of AI with these five pieces of advice that will help you know where to start learning

Modeling 95

Modeling 95

AWS Big Data

AUGUST 27, 2024

This post is co-authored by Rajkumar Irudayaraj, Sr. Director of Product, Salesforce Data Cloud. In today’s ever-evolving business landscape, organizations must harness and act on data to fuel analytics, generate insights, and make informed decisions to deliver exceptional customer experiences. Salesforce and Amazon have collaborated to help customers unlock value from unified data and accelerate time to insights with bidirectional Zero Copy data sharing between Salesforce Data Cloud and Amazon

Data Lake 88

Data Lake Analytics Data-driven Management 88

Analytics Vidhya

AUGUST 24, 2024

Introduction Hey there, AI enthusiasts! Welcome to The AV Bytes, your friendly neighborhood source for all things AI. Buckle up, because this week has been a wild ride in the world of AI! We’ve got some mind-blowing stuff to share with you. Remember when we thought search engines couldn’t get any better? Well, OpenAI just […] The post AvBytes: Key Developments and Challenges in Generative AI appeared first on Analytics Vidhya.

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Analytics 241

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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

AUGUST 26, 2024

IBM is outfitting the next generation of its z and LinuxONE mainframes with its next-generation Telum processor and a new accelerator aimed at boosting performance of AI and other data-intensive workloads. The new processor, the IBM Telum II, has greater memory and cache capacity than the previous generation, and it integrates a new data processing unit (DPU) specialized for IO acceleration along with enhanced on-chip AI acceleration capabilities.

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Enterprise Insurance Optimization Modeling 132

KDnuggets

AUGUST 28, 2024

Check out these 5 IBM specialisation courses specific to those who want to learn more about generative AI.

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Cloudera

AUGUST 27, 2024

It’s nearing the end of the summer in North America, and one report has been a staple on my reading list for more than a decade: the Flexera State of the Cloud Report. The annual survey of hundreds of global IT decision makers assesses cloud strategies, migration trends, and important considerations for companies moving to the cloud or managing cloud environments.

Reporting 81

Reporting Uncertainty Strategy Business Intelligence 81

Analytics Vidhya

AUGUST 27, 2024

Introduction This guide will walk you through what Segment Anything Model 2 is, how it works, and how you’ll utilize it to portion objects in pictures and videos. It offers state-of-the-art execution and adaptability in fragmenting objects into pictures, making it an important resource for a assortment of computer vision applications. This directly points to supplying […] The post Mastering Image and Video Segmentation with SAM 2 appeared first on Analytics Vidhya.

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Modeling Analytics IT Technology 238

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.

Business Intelligence

CIO Business Intelligence

AUGUST 29, 2024

Google has updated its Gemini large language model (LLM) with a new feature, dubbed Gems, that allows users to train Gemini on any topic of their choice and use it as a customized AI assistant for various use cases. Gems, previewed at Google I/O this year, is currently available for Gemini Advanced, Business, and Enterprise users. Gemini Advanced is a paid premium subscription of Gemini with the first month free presently.

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Experimentation Modeling Enterprise Marketing 128

KDnuggets

AUGUST 28, 2024

Embrace these five best-practices boost the effectiveness of your trained machine learning solutions, no matter their complexity

Machine Learning 97

Machine Learning Optimization 97

Smart Data Collective

AUGUST 27, 2024

You will need to understand the importance of social media analytics if you are trying to boost your Instagram visibility.

Data Analytics 69

Data Analytics Analytics Marketing Analytics Marketing 69

Analytics Vidhya

AUGUST 25, 2024

Introduction Sitting in front of a desktop, away from you, is your own personal assistant, she knows the tone of your voice, answers to your questions and is even one step ahead of you. This is the beauty of Amazon Alexa, a smart speaker that is driven by Natural Language Processing and Artificial Intelligence. But […] The post How Amazon Alexa Works Using NLP appeared first on Analytics Vidhya.

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Analytics Deep Learning Machine Learning 238

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.

Data-driven