Wed.Jun 19, 2024

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Beginner’s Guide to Machine Learning Testing With DeepChecks

KDnuggets

Perform data integrity tests and generate model evaluation reports by writing a few lines of code.

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PVF: A novel metric for understanding AI systems’ vulnerability against SDCs in model parameters

Engineering at Meta

We’re introducing parameter vulnerability factor (PVF) , a novel metric for understanding and measuring AI systems’ vulnerability against silent data corruptions (SDCs) in model parameters. PVF can be tailored to different AI models and tasks, adapted to different hardware faults, and even extended to the training phase of AI models. We’re sharing results of our own case studies using PVF to measure the impact of SDCs in model parameters, as well as potential methods of identifying SDCs in model

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How to Implement Agentic RAG Using LangChain: Part 1

KDnuggets

Learn about enhancing LLMs with real-time information retrieval and intelligent agents.

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Customer Relationship Management vs. Customer Communications Management: Differences and Synergies

Precisely

Key Takeaways: Adopting both CCM and CRM platforms can significantly enhance your customer experience through personalized communications, automated workflows, and consistent messaging across channels. Automating repetitive communication tasks cuts back on manual efforts to save you time and reduce costs. As consumer expectations for efficient and personalized experiences continue to rise, effectively managing customer relationships and communications is more crucial than ever.

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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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GCP Oracle Migration: Optimize your Workload

Hevo

Oracle is widely used to store, manage, and perform complex operations on data, making it ideal for business-critical operations. You can efficiently scale your business data by hosting Oracle services on the Google Cloud Platform. GCP offers efficient resource utilization, which can be helpful when performing operations like data processing, analysis, and visualization.

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Using Cloud Carbon Footprint to estimate On-Premise emissions by Matt Griffin

Scott Logic

Introduction The Cloud Carbon Footprint tool was discussed in a previous blog post , as a third party method of estimating emissions associated with cloud workloads. However, moving to the cloud is not suitable for every workload - you may have reasons to keep your data on-premises for example. It’s also possible that your local energy is produced via greener methods than cloud providers, so moving to the cloud could result in greater carbon emissions, as well as generating electronic waste from

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Oracle to PostgreSQL Migration: Easy Guide(Step by Step)

Hevo

Many organizations are drawn to PostgreSQL’s robust features, open-source nature, and cost-effectiveness, and hence they look to migrate their data from their existing database to PostgreSQL. In this guide, we’ll discuss the Oracle to PostgreSQL migration process. Having done this migration several times, I understand the challenges and complexities of such a transition.

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Types of Data Integration 101: A Comprehensive Guide

Hevo

In today’s dynamic business landscape, mastering the art of data integration is not just a choice but a necessity. The wealth of valuable information resides in various sources, from corporate databases to customer interactions on your website, and for them, you need to be thorough with various types of integration.

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Types of Data Integration 101: A Comprehensive Guide

Hevo

In today’s dynamic business landscape, mastering the art of data integration is not just a choice but a necessity. The wealth of valuable information resides in various sources, from corporate databases to customer interactions on your website, and for them, you need to be thorough with various types of integration.

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Debezium SMT (Single Message Transformations): 5 Critical Types

Hevo

Debezium is an open-source, distributed system that can convert real-time changes of existing databases into event streams so that various applications can consume and respond immediately. Debezium uses connectors like PostgreSQL, SQL, MySQL, Oracle, MongoDB, and more for respective databases to stream such changes.

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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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Debezium Serialization with Avro and Apicurio Registry Simplified: A Comprehensive Guide 101

Hevo

Organizations use Kafka and Debezium to track real-time changes in databases and stream them to different applications. But often, due to a colossal amount of messages in Kafka topics, it becomes challenging to serialize these messages. Every message in Kafka’s topic has a key and value.

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AWS Glue Workflow Made Easy: How to Create & Build in 3 Steps

Hevo

With the ability to integrate data faster and at scale, AWS provides organizations with product offerings that are serverless and fully managed — indeed, very helpful for organizations that aim to further streamline their processes. And, one such product offering is AWS Glue Workflow.

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Azure Data Factory Activities: Comprehensive Aspects

Hevo

In an ever-changing world that is increasingly dominated by data, it is more important now than ever before that data professionals create avenues in which one can connect to traditional data warehouses and today’s modern machine learning and AI platforms.

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How to Move Data from MongoDB to PostgreSQL: Easy Steps & Methods

Hevo

When it comes to migrating data from MongoDB to PostgreSQL, I’ve had my fair share of trying different methods and even making rookie mistakes, only to learn from them.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.