Trending Articles

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How to Set Upstream Branch in Git?

Analytics Vidhya

Introduction Git is a powerful distributed version control system used by developers to manage source code changes. Branching, which enables the simultaneous development of different versions of a project, is one of its fundamental characteristics. This article will cover the definition of branches, the value of branching, the function of an upstream branch in Git, […] The post How to Set Upstream Branch in Git?

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AI incident reporting shortcomings leave regulatory safety hole

CIO Business Intelligence

Shortcomings in incident reporting are leaving a dangerous gap in the regulation of AI technologies. In other safety-critical industries, such as aviation and medicine, incidents are tracked and investigated but such incident reporting is lacking in the increasingly important are of AI, warns the Centre for Long-Term Resilience (CLTR) , a UK think tank.

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MicroStrategy boosts HyperIntelligence with artificial intelligence

CIO Business Intelligence

MicroStrategy has added generative AI capabilities to HyperIntelligence, part of its One business intelligence platform, making it possible for workers to access data using natural language by asking questions from within any web application. The HyperIntelligence software uses a browser extension to turn keywords in web applications into pop-up “cards” containing key information that employees can consult on demand.

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5 Tips to Step Up Your Data Science Game Right Away

KDnuggets

This article intends to provide practical advice for becoming a better data scientist by focusing on five different areas of proficiency. Whether you are starting out, or looking to get grounded after years as a practitioner, jump in and elevate your game.

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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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Tap Into All Your Data's Senses: The Art of Multimodal ML

Dataiku

Discover real-world use cases where a multimodal machine learning approach is valuable (and how Dataiku's framework can help your team use this technique).

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Bring Data To The Other 80% Of Business Intelligence Users

Boris Evelson

Many of us remember the old days of enterprise business intelligence (BI) delivery where all requests for new or changed queries, reports, and dashboards had to go through a centralized IT team of BI and data professionals.

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Healthcare’s long road to digitization gets an AI boost

CIO Business Intelligence

The University of Pennsylvania Health System had an enormous amount of anonymized patient data in its Penn Medicine BioBank, and SVP and CIO Michael Restuccia’s team saw an opportunity to use it to benefit the research hospital’s patients. “We had a conversation about how to take some of the innovation occurring in research around AI and deploy it in the clinics,” he says.

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7 Modern SQL Database you Must Know in 2024

KDnuggets

Explore the world of modern databases that are fast, secure, and cost-efficient, designed to tackle large-scale and diverse data challenges.

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Access Amazon Redshift data from Salesforce Data Cloud with Zero Copy Data Federation

AWS Big Data

This post is co-authored by Vijay Gopalakrishnan, Director of Product, Salesforce Data Cloud. In today’s data-driven business landscape, organizations collect a wealth of data across various touch points and unify it in a central data warehouse or a data lake to deliver business insights. This data is primarily used for analytical and machine learning purposes, but not easily accessible by the business users across Sales , Service , and Marketing teams to make data driven decisions.

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Leveraging Big Data and AI: How Forex Trading Robots Are Transforming Financial Markets

Smart Data Collective

Big Data & AI in Forex: Discover how trading robots are revolutionizing financial markets and unlocking new strategies for success.

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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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How to Build a LangChain Chatbot with Memory?

Analytics Vidhya

Introduction Chatbots have become an integral part of modern applications, providing users with interactive and engaging experiences. In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models. Our chatbot will have the following key features: By the end of this article, you’ll have […] The post How to Build a LangChain Chatbot with Memory?

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SAP publishes open source manifesto

CIO Business Intelligence

Manifesto is “more than a declaration of our current contributions; it’s a promise to continue driving open innovation and collaboration at a significant scale,” says SAP CTO. It arrives alongside the announcement of SAP’s Open Reference Architecture project as part of the EU’s IPCEI-CIS initiative. It’s an open secret that even proprietary software contains open source components these days, and major vendors are, to varying extents, supporting or participating in open source projects.

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Why You Should Learn SQL in 2024

KDnuggets

Learning SQL in 2024 is essential as it remains the most in-demand skill for data professionals, enabling efficient management and analysis of large datasets.

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Revolutionize Your Business Dashboards with Large Language Models

Cloudera

In today’s data-driven world, businesses rely heavily on their dashboards to make informed decisions. However, traditional dashboards often lack the intuitive interface needed to truly harness the power of data. But what if you could simply talk to your data and get instant insights? In the latest version of Cloudera Data Visualization , we’re introducing a new AI visual that helps users leverage the power of Large Language Models (LLMs) to “talk” to their data.

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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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Chart Snapshot: Contour Plots

The Data Visualisation Catalogue

A Contour Plot is a visualisation method used to represent a 3D plotted surface onto a 2D graph. It displays the relationship and changes between two independent variables (X and Y) and a dependent variable (Z). On a Contour Plot, the X and Y variables are plotted on the horizontal and vertical axes, while the Z variable is represented by contour lines or coloured bands.

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What is Zero Shot Prompting?

Analytics Vidhya

Introduction In the rapidly evolving landscape of machine learning, the potential to generate responses and perform obligations with minimal records has become increasingly important. Innovations like zero-shot, one-shot, and few-shot prompting have revolutionized this aspect, permitting fashions to generalize, adapt, and research from a restricted wide variety of examples.

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New trade body wants to license training data for AI use

CIO Business Intelligence

Seven companies that license music, images, videos, and other data used for training artificial intelligence systems have formed a trade association to promote responsible and ethical licensing of intellectual property. The issue has become a concern for builders of generative AI models and the enterprises that use them, as some data sets used in AI training have legally and ethically uncertain origins.

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How To Speed Up Python Code with Caching

KDnuggets

This tutorial will teach you how to make Python function calls faster using cache decorators: functools.cache and functools.lru_cache.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Amazon MWAA best practices for managing Python dependencies

AWS Big Data

Customers with data engineers and data scientists are using Amazon Managed Workflows for Apache Airflow (Amazon MWAA) as a central orchestration platform for running data pipelines and machine learning (ML) workloads. To support these pipelines, they often require additional Python packages, such as Apache Airflow Providers. For example, a pipeline may require the Snowflake provider package for interacting with a Snowflake warehouse, or the Kubernetes provider package for provisioning Kubernetes

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Chart Snapshot: Chernoff Faces

The Data Visualisation Catalogue

Chernoff Faces are a form of data visualisation invented by the mathematician Herman Chernoff in 1973 to display multivariate data by using a human face. The rationale behind Chernoff Faces was that humans can more easily recognise faces and notice small changes, making them potentially useful for visualising complex multivariate data. However, there has been some disagreement with that assumption.

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Understanding the xxd Command in Linux

Analytics Vidhya

Introduction Ever needed to examine a file to understand its raw contents, or modify some bytes in a binary file, but were unsure how to proceed? This is where the xxd command proves invaluable. xxd is a handy utility available on most Linux systems that enables you to generate a hexadecimal representation of a file […] The post Understanding the xxd Command in Linux appeared first on Analytics Vidhya.

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Great Resignation 3.0? Rising workload and skills gap push workers to consider job changes

CIO Business Intelligence

A growing number of workers worldwide are considering changing employers within the next year due to rising workloads and the rapid pace of technological change, surpassing the levels seen during the “Great Resignation” of 2022, a report by PwC said. The 2024 Global Workforce Hopes & Fears Survey , conducted among over 56,000 workers in 50 countries, revealed that a surprising 28% of respondents are likely to switch employers within the next year.

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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.

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Bringing Human and AI Agents Together for Enhanced Customer Experience

KDnuggets

Why investing in the successful collaboration of humans and AI agents is the key to unlocking the true potential of your customer support operations.

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Introducing self-managed data sources for Amazon OpenSearch Ingestion

AWS Big Data

Enterprise customers increasingly adopt Amazon OpenSearch Ingestion (OSI) to bring data into Amazon OpenSearch Service for various use cases. These include petabyte-scale log analytics, real-time streaming, security analytics, and searching semi-structured key-value or document data. OSI makes it simple, with straightforward integrations , to ingest data from many AWS services, including Amazon DynamoDB , Amazon Simple Storage Service (Amazon S3), Amazon Managed Streaming for Apache Kafka (Amazo

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The PPR Modeling Paradigm: Enhancing Automation with Semantic Description Models

Ontotext

In the ever-evolving field of automation, the need for sophisticated models to efficiently describe and manage complex tasks has never been greater. The PPR (Product, Process, Resources) modeling paradigm offers a robust framework to address this need, leveraging ontology-based semantic description languages to encode knowledge across various aspects of automation tasks [1].

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SQL DELETE Statement

Analytics Vidhya

Introduction If you are someone who handles databases at work, I’m sure you use SQL a lot. Doesn’t SQL make it a breeze to work with and edit the contents of large databases? With so many built-in functions for all kinds of queries, SQL is a must-know tool for all data scientists and data analysts. […] The post SQL DELETE Statement appeared first on Analytics Vidhya.

Analytics 262
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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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MuleSoft unveils composability solution for gen AI

CIO Business Intelligence

Salesforce subsidiary MuleSoft announced a new AI-powered composability solution on Tuesday aimed at helping organizations build discrete AI services that form the building blocks of more complex systems and applications. “We believe the world of AI is really the world of APIs,” said Param Kahlon, Salesforce EVP and GM of Automation and Integration.

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LLM Portfolio Projects Ideas to Wow Employers

KDnuggets

Build interesting AI projects using LangChain, VectorDB, FastAPI, OpenAI API, Zyte, Ollama, and Hugging Face.

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Amazon DataZone enhances data discovery with advanced search filtering

AWS Big Data

Amazon DataZone , a fully managed data management service, helps organizations catalog, discover, analyze, share, and govern data between data producers and consumers. We are excited to announce the introduction of advanced search filtering capabilities in the Amazon DataZone business data catalog. With the improved rendering of glossary terms, you can now navigate large sets of terms with ease in an expandable and collapsible hierarchy, reducing the time and effort required to locate specific d

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Taking PRIDE in Responsible AI via Data Collection & Analysis

Dataiku

Data collection is not new to the enterprise and serves as the foundation for all analytics across organizations. However, collecting information about someone’s gender, race, religion, or sexual orientation has a storied history around the world. Throughout time, demographic data have been used to manipulate public opinion, track minority populations, and perpetuate systems of violence against minority people.

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The Key to Sustainable Energy Optimization: A Data-Driven Approach for Manufacturing

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. ♻️ Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene