Dataiku

JUNE 26, 2024

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).

Machine Learning 105

Machine Learning 105

Cloudera

JUNE 26, 2024

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.

Dashboards 79

Dashboards Modeling Visualization Business Intelligence 79

KDnuggets

JUNE 25, 2024

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.

Data Science 118

Data Science 118

AWS Big Data

JUNE 25, 2024

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.

Data Lake 90

Data Lake Cost-Benefit Data-driven Data Warehouse 90

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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.

Analytics

CIO Business Intelligence

JUNE 26, 2024

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.

Data Processing 129

Data Processing Interactive Machine Learning Technology 129

Analytics Vidhya

JUNE 27, 2024

Introduction Git is a robust version control system that is frequently used in software development to monitor source code changes. The ability to merge branches is one of Git’s primary capabilities. This enables many developers to work on various features or fixes concurrently and subsequently integrate their contributions. In this article, we will explore Git […] The post Git Merge Guide appeared first on Analytics Vidhya.

Software 275

Software Analytics 275

Ontotext

JUNE 27, 2024

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].

Modeling 72

Modeling Manufacturing Software Management 72

Smarten

JUNE 26, 2024

Can Generative AI (GenAI) Help My Business? Whether you are in the business of technology, or an average citizen, there is no doubt you know about Artificial Intelligence (AI) and you have probably heard or read about the advances made in Generative AI (GenAI). According to Gartner business surveys, GenAI has become one of the most adopted and deployed technologies, and it is either in use in many industries and businesses, or it is in the works.

Measurement 52

Measurement Cost-Benefit Risk Software 52

Depict Data Studio

JUNE 25, 2024

I’m a big fan of takeaway text: for reports, for presentations, and even for interactive dashboards. Sometimes people think that takeaway text isn’t possible for dynamic dashboards in Excel. They worry that they’ll have to write each sentence by hand. False! In this video, you’ll learn about two ingredients: Concatenation : You’ll use the ampersand (&) to join the content from a few cells together.

Dashboards 52

Dashboards Interactive Reporting 52

Analytics Vidhya

JUNE 23, 2024

Introduction Data Science deals with finding patterns in a large collection of data. For that, we need to compare, sort, and cluster various data points within the unstructured data. Similarity and dissimilarity measures are crucial in data science, to compare and quantify how similar the data points are. In this article, we will explore the […] The post Similarity and Dissimilarity Measures in Data Science appeared first on Analytics Vidhya.

Measurement 323

Measurement Data Science Unstructured Data Analytics 323

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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.

IT

CIO Business Intelligence

JUNE 24, 2024

In the age of artificial intelligence (AI), how can enterprises evaluate whether their existing data center design can fully employ the modern requirements needed to run AI? There are major considerations as IT leaders develop their AI strategies and evaluate the landscape of their infrastructure. This blog examines: What is considered legacy IT infrastructure?

Strategy 143

Strategy Testing Enterprise Optimization 143

KDnuggets

JUNE 28, 2024

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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124

AWS Big Data

JUNE 26, 2024

Last week, we announced the general availability of custom AWS service blueprints , a new feature in Amazon DataZone allowing you to customize your Amazon DataZone project environments to use existing AWS Identity and Access Management (IAM) roles and AWS services to embed the service into your existing processes. In this post, we share how this new feature can help you in federating to your existing AWS resources using your own IAM role.

Data Lake 85

Data Lake Data Warehouse Unstructured Data Data Governance 85

Analytics Vidhya

JUNE 25, 2024

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?

Interactive 286

Interactive Modeling Analytics 286

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

Data Collection

CIO Business Intelligence

JUNE 28, 2024

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.

Sales 129

Sales Business Intelligence Consulting Modeling 129

KDnuggets

JUNE 26, 2024

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.

Management 110

Management IT 110

AWS Big Data

JUNE 24, 2024

Amazon Managed Streaming for Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. It runs open-source versions of Apache Kafka. This means existing applications, tooling, and plugins from partners and the Apache Kafka community are supported without requiring changes to application code.

Advertising 85

Advertising Data Processing Metadata Management 85

Analytics Vidhya

JUNE 24, 2024

Introduction Everyone needs to have faster and reliable inference from the Large Language models. vLLM, a cutting-edge open source framework designed to simplify the deployment and management of large language models with very less throughput. vLLM makes your job easier by offering efficient and scalable tools for working with LLMs. With vLLM, you can manage […] The post Guide to vLLM Using Gemma-7b-it appeared first on Analytics Vidhya.

IT 289

IT Modeling Management Analytics 289

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.

Modeling

CIO Business Intelligence

JUNE 27, 2024

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.

Risk 125

Risk Measurement Strategy Risk Management 125

KDnuggets

JUNE 24, 2024

Bash is a good choice for ETL due to its simplicity, flexibility, automation capabilities, and interoperability with other CLI tools. Get more info on putting together your first ETL script using Bash mainstay components.

IT 101

IT 101

The Data Visualisation Catalogue

JUNE 22, 2024

Also known as Tilegram, Hexmap Cartogram. A Hex Cartogram is a variation of the Mosaic Cartogram that uses hexagonal tiles instead of squares to make up the geographical regions. In a Hex Cartogram, each hexagonal tile represents a nominal unit from a particular variable (e.g. 1 hexagon = 1 million people). Hence, the number of hexagonal tiles assigned to a region is proportional to the data value assigned to that region.

Snapshot 81

Snapshot Interactive IT Visualization 81

Analytics Vidhya

JUNE 23, 2024

Introduction Data Control Language (DCL) commands are fundamental in SQL for managing access and permissions within the database. These commands allow database administrators to regulate data access for various users, ensuring security and effective data management. This article discusses the primary DCL commands, their purposes, and practical applications.

Management 287

Management Analytics 287

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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.

Data Analytics

CIO Business Intelligence

JUNE 27, 2024

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.

Publishing 123

Publishing Software Modeling Technology 123

KDnuggets

JUNE 27, 2024

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

103

103

Cloudera

JUNE 24, 2024

In the fast-evolving landscape of data science and machine learning, efficiency is not just desirable—it’s essential. Imagine a world where every data practitioner, from seasoned data scientists to budding developers, has an intelligent assistant at their fingertips. This assistant doesn’t just automate mundane tasks but understands the intricacies of your workflows, anticipates your needs, and dramatically enhances your productivity at every turn.

Machine Learning 70

Machine Learning Data Science Data-driven Testing 70

Analytics Vidhya

JUNE 24, 2024

Introduction Keys are an important part of database management systems (DBMS) like SQL. They help in ensuring data integrity and establishing relationships between tables. Among the different SQL keys, the foreign key is what maintains the relational structure of the database. It links various data points across tables to ensure smooth database operations.

Data Integration 282

Data Integration Management Analytics IT 282

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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.

Visualization

CIO Business Intelligence

JUNE 25, 2024

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.

Data Processing 120

Data Processing Data-driven Modeling Enterprise 120

KDnuggets

JUNE 25, 2024

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

91

91

Dataiku

JUNE 27, 2024

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.

Data Collection 64

Data Collection Reporting Enterprise Analytics 64

Analytics Vidhya

JUNE 25, 2024

Introduction Artificial intelligence is expanding in the modern world because to a multitude of studies and inventions in the field from various startups and organizations. Researchers and innovators are creating a wide range of tools and technology to support the creation of LLM-powered applications. With the aid of AI and NLP innovations like LangChain and […] The post Automating Web Search Using LangChain and Google Search APIs appeared first on Analytics Vidhya.

Technology 273

Technology Analytics Modeling 273

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.

Experimentation