Sat.Jun 01, 2024 - Fri.Jun 07, 2024

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Unauthorized AI is eating your company data, thanks to your employees

CIO Business Intelligence

Legal documents, HR data, source code, and other sensitive corporate information is being fed into unlicensed, publicly available AIs at a swift rate, leaving IT leaders with a mounting shadow AI mess.

IT 141
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10 Essential DevOps Tools Every Beginner Should Learn

KDnuggets

Popular tools for versioning, CI/CD, testing, automation, containerization, workflow orchestration, cloud, IT management, and monitoring.

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The Importance of Data Strategy in Digital Transformation

TDAN

The term digital transformation may mean different things to different companies. At its most fundamental, digital transformation is the movement of processes, actions, and tools from an offline to an online environment. However, digital transformation might involve anything from re-formatting and digitally enabling an entire organization to building up a mobile application, website, or process.

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Implementation of Depth First Search (DFS) Algorithm in Python

Analytics Vidhya

Introduction In depth-first search (DFS), all nodes are explored along some branch and backtracked. Think of it as being in a maze: DFS goes down one path until it reaches a dead-end before retracing its steps to take another, right? It is the same as going down, validating the tunnel, and so on for all […] The post Implementation of Depth First Search (DFS) Algorithm in Python appeared first on Analytics Vidhya.

Analytics 264
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Provide Real Value in your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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BusinessObjects Joins The Immortals

Paul Blogs on BI

SAP recently announced a further extension of the BusinessObjects roadmap along with a new cadence of software releases. The next major release of BusinessObjects, BI 2025, will be the first of a new naming convention and release pattern going forward. Previous releases with BusinessObjects 4.1, 4.2 and 4.3 have followed a pattern of a new service pack annually for up to 5 years which contains both fixes and new features/functionality.

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Exploring the Gartner® Critical Capabilities for Data Integration Report Tools

Data Virtualization

Reading Time: 2 minutes Gartner Critical Capabilities documents compare vendors across a set of designated capabilities, and they are meant to be read in conjunction with Gartner Magic Quadrant reports, for an understanding of how the different vendors compare. In this post, I’d like. The post Exploring the Gartner® Critical Capabilities for Data Integration Report Tools appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Unveiling the Top 10 Data Visualization Companies of 2024

FineReport

In 2024, data visualization companies play a pivotal role in transforming complex data into captivating narratives. The selection of top companies is based on cutting-edge innovation and market impact , ensuring the delivery of unparalleled services. This blog provides an insightful exploration of the leading entities shaping the data visualization landscape.

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Prioritizing operational resiliency to reduce downtime in payments

IBM Big Data Hub

The average lost business cost following a data breach was USD 1.3 million in 2023, according to IBM’s Cost of a Data Breach report. With the rapid emergence of real-time payments, any downtime in payments connectivity can be a significant threat. This downtime can harm a business’s reputation, as well as the global financial ecosystem. For this reason, it’s paramount that financial enterprises support their resiliency needs by adopting a robust infrastructure that is integrate

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5 Reasons You Need to Add Atlas to Microsoft Dynamics

Jet Global

Originally created in the 1890s, the Swiss army knife was a logical solution to officers’ need to be able to repair their weapons, open their canned food, and cut things as needed. Since then, simple items that offer multiple solutions to achieve a goal are often referred to as being the Swiss army knife of their kind. If that’s the case, then Atlas for Microsoft Dynamics just might be the Swiss army knife of Microsoft Dynamics data: Atlas solves data integration, operational reporting, and data

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Building RAG Application using Cohere Command-R and Rerank – Part 2

Analytics Vidhya

Introduction In the previous article, we experimented with Cohere’s Command-R model and Rerank model to generate responses and rerank doc sources. We have implemented a simple RAG pipeline using them to generate responses to user’s questions on ingested documents. However, what we have implemented is very simple and unsuitable for the general user, as it […] The post Building RAG Application using Cohere Command-R and Rerank – Part 2 appeared first on Analytics Vidhya.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Is your data ready for AI? CIOs lack answers

CIO Business Intelligence

As CIOs and other tech leaders face pressure to adopt AI, many organizations are still skipping a crucial first step for successful deployments: putting their data house in order. Despite warnings going back at least six years , many CIOs fail to collect and organize the vast amount of data their organizations continuously generate, according to some data management vendors.

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5 Machine Learning Models Explained in 5 Minutes

KDnuggets

Learn about the most popular machine learning models, understand how they work, and discover the best free courses to master them.

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Databricks Follows Cloudera by Adopting Iceberg, While Snowflake Mulls Open Source Approach

Cloudera

A constant flow of breaking news from the data lakehouse space is making notable tech headlines this week. On Tuesday, Databricks announced that it will acquire Tabular, a data management company founded by the creators of Apache Iceberg, Ryan Blue, Daniel Weeks, and Jason Reidfor. The deal was for an unconfirmed sum, but some reports suggest that amount to be between $1B and $2B (and allegedly outbidding Snowflake).

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What is CONTAINS in SQL?

Analytics Vidhya

Introduction In SQL and database management, efficiently querying and retrieving data is paramount. Among the various tools and functions available, the CONTAINS function stands out for its capability to perform full-text searches within text columns. Unlike basic string functions, CONTAINS enables complex queries and patterns, making it a powerful asset for developers and database administrators. […] The post What is CONTAINS in SQL?

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Getting infrastructure right for generative AI

CIO Business Intelligence

Facts, it has been said, are stubborn things. For generative AI, a stubborn fact is that it consumes very large quantities of compute cycles, data storage, network bandwidth, electrical power, and air conditioning. As CIOs respond to corporate mandates to “just do something” with genAI, many are launching cloud-based or on-premises initiatives. But while the payback promised by many genAI projects is nebulous, the costs of the infrastructure to run them is finite, and too often, unacceptably hi

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Monitor Your File System With Python’s Watchdog

KDnuggets

Track your file system for changes, such as additions, deletions, movements, or modifications, using Python's WatchDog.

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Optimize write throughput for Amazon Kinesis Data Streams

AWS Big Data

Amazon Kinesis Data Streams is used by many customers to capture, process, and store data streams at any scale. This level of unparalleled scale is enabled by dividing each data stream into multiple shards. Each shard in a stream has a 1 Mbps or 1,000 records per second write throughput limit. Whether your data streaming application is collecting clickstream data from a web application or recording telemetry data from billions of Internet of Things (IoT) devices, streaming applications are highl

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Palindrome Number in Python

Analytics Vidhya

Introduction Palindrome numbers those numbers that are same both as forward and backward. Because of this unique fact, it is an intriguing subject in mathematics. Their distinct qualities have captivated mathematicians, programmers, and educators alike. This article examines several approaches to Python palindrome number checking, from basic text manipulation to more complex recursive algorithms.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Complaints in EU challenge Meta’s plans to utilize personal data for AI

CIO Business Intelligence

Meta is facing renewed scrutiny over privacy concerns as the privacy advocacy group NOYB has lodged complaints in 11 countries against the company’s plans to use personal data for training its AI models. NOYB has called on national regulators to take immediate action against Meta in 10 European Union member states and in Norway, arguing that changes to the company’s privacy policy due to enter effect on June 26 would permit the use of extensive personal data, including posts, private images, and

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Beginner’s Guide to Building LLM Apps with Python

KDnuggets

In this article, you will be impacted by the knowledge you need to start building LLM apps with Python programming language.

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Modernize your data observability with Amazon OpenSearch Service zero-ETL integration with Amazon S3

AWS Big Data

We are excited to announce the general availability of Amazon OpenSearch Service zero-ETL integration with Amazon Simple Storage Service (Amazon S3) for domains running 2.13 and above. The integration is new way for customers to query operational logs in Amazon S3 and Amazon S3-based data lakes without needing to switch between tools to analyze operational data.

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Tutorial for Package Management Using pip Python

Analytics Vidhya

Introduction Imagine you’re building a house. You need various tools and materials, right? Python programming works similarly. You’ll often need additional tools beyond the ones with Python by default. These tools come in the form of packages. This is where pip comes in. pip acts as your friendly neighborhood hardware store for Python. It helps […] The post Tutorial for Package Management Using pip Python appeared first on Analytics Vidhya.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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AES enlists AI to boost its sustainable energy business

CIO Business Intelligence

American utility and power company AES launched a renewable energy program in mid-2022 that is not only reducing its carbon footprint but adding wealth to its coffer. To achieve that, the Arlington, Va.-based company, which claims to be the top-ranked supplier of renewable energy sales to corporations, turned to machine learning to help forecast renewable asset output, while establishing an automation framework for streamlining the company’s operations in servicing the renewable energy market.

IT 121
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Beginner’s Guide to Machine Learning with Python

KDnuggets

Master the Fundamentals of Predictive Modeling with Python: An In-Depth Guide to Machine Learning Algorithms and Sci-kit Learn Implementation.

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Types of central processing units (CPUs)

IBM Big Data Hub

What is a CPU? The central processing unit (CPU) is the computer’s brain. It handles the assignment and processing of tasks and manages operational functions that all types of computers use. CPU types are designated according to the kind of chip that they use for processing data. There’s a wide variety of processors and microprocessors available, with new powerhouse processors always in development.

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Evolution of AI in Medicine with Dr. Rodolphe Katra

Analytics Vidhya

In the latest episode of the Leading with Data podcast, we had the privilege of hosting Dr. Katra, the Global VP of AI at Medtronic. Dr. Rodolphe Katra is an innovative leader with over two decades of expertise in engineering and strategic management within the medical technology sector. A pioneer in the application of AI […] The post Evolution of AI in Medicine with Dr.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Responsible AI Institute offers new AI policy template

CIO Business Intelligence

The Responsible AI Institute has launched an AI policy template designed to help enterprises develop their own company-wide responsible AI policies. Some enterprises struggle with executing a critical step in their AI journeys: developing and establishing AI guardrails and ethical policies within their organization, according to the Texas-based non-profit, whose members include Amazon Web Services, Boston Consulting Group, ATB Financial, and Shell.

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Integrate Tableau and Okta with Amazon Redshift using AWS IAM Identity Center

AWS Big Data

This blog post is co-written with Sid Wray and Jake Koskela from Salesforce, and Adiascar Cisneros from Tableau. Amazon Redshift is a fast, scalable cloud data warehouse built to serve workloads at any scale. With Amazon Redshift as your data warehouse, you can run complex queries using sophisticated query optimization to quickly deliver results to Tableau , which offers a comprehensive set of capabilities and connectivity options for analysts to efficiently prepare, discover, and share insights

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How To Create Custom Context Managers in Python

KDnuggets

Context managers in Python help you manage resources efficiently. Learn how to write your own custom context managers.

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A Guide to Evaluate RAG Pipelines with LlamaIndex and TRULens

Analytics Vidhya

Introduction Building and optimizing Retrieval-Augmented Generation (RAG) pipelines has been a rewarding experience. Combining retrieval mechanisms with language models to create contextually aware responses is fascinating. Over the past few months, I’ve fine-tuned my RAG pipeline and learned that effective evaluation and continuous improvement are crucial.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.