O'Reilly on Data

JULY 9, 2024

It’s clear that generative AI is already being used by a majority—a large majority—of programmers. That’s good. Even if the productivity gains are smaller than many think, 15% to 20% is significant. Making it easier to learn programming and begin a productive career is nothing to complain about, either. We were all impressed when Simon Willison asked ChatGPT to help him learn Rust.

Testing 253

Testing Modeling Publishing IT 253

CIO Business Intelligence

JULY 9, 2024

As gen AI takes hold in the workplace, it’ll no doubt alter workflows, role requirements, and the skills necessary to get work done. The concern isn’t so much whether AI will replace jobs, but what skillsets the technology will replace, and how organizations and leaders can shift human priorities accordingly. “AI is both a major disruptor and savior, in that gen AI specifically will influence 4.5 times the number of jobs it replaces and, yet, also has the capability to help manage and upskill th

Metrics 139

Metrics Measurement Consulting Technology 139

Dataiku

JULY 10, 2024

In a just-released survey from Dataiku and Cognizant of 200 senior analytics and IT leaders, only 20% of respondents are currently using Generative AI and LLMs in production. So, what is driving the disconnect among these leaders, such as CIOs, between ambitions and actual capabilities? With Generative AI’s honeymoon stage in the rearview, how can these stakeholders effectively conquer the roadblocks en route from pilot to scale — all while navigating regulatory concerns, data infrastructure iss

Analytics 69

Analytics IT 69

Analytics Vidhya

JULY 10, 2024

Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. This tutorial gives users the skills they need to create effective AI agents, regardless of whether they are developers […] The post Comprehensive Guide to Build AI Agents from Scratch appeared first on Analytics Vidhya.

Testing 364

Testing Optimization Analytics IT 364

Advertiser: ZoomInfo

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

Sales

DataKitchen

JULY 8, 2024

Christopher Bergh, CEO of DataKitchen, is transforming data analytics with his DataOps approach. By applying principles from agile and lean manufacturing, Bergh aims to eliminate the 70-80% waste in data processes. DataKitchen's suite of open-source tools offers solutions for observability, testing, and automation, addresses challenges in rapid change management, error detection team productivity.

Manufacturing 130

Manufacturing Testing Data Processing Data Analytics 130

Smart Data Collective

JULY 7, 2024

Managed IT services can be very helpful for companies trying to make the most of their AI strategies in 2024.

Management 111

Management IT Strategy 111

ScienceSoft

JULY 8, 2024

To show business intelligence as a service from different angles, we consider 3 approaches: when it relies on internal data, on external data, and when a hybrid approach is used.

Business Intelligence 52

Business Intelligence IT 52

ScienceSoft

JULY 8, 2024

Our big data consultants compare Apache Cassandra against Hadoop Distributed File System and describe their key functional differences. Find out which of the two is a better choice for your project and which one shows better performance.

Consulting 52

Consulting Big Data 52

Ontotext

JULY 12, 2024

Graph technologies are essential for managing and enriching data and content in modern enterprises. But to develop a robust data and content infrastructure, it’s important to partner with the right vendors. A great partner ecosystem is the key to covering the requirements of end-to-end solutions and rolling out knowledge graphs at scale. The collaboration between Semantic Web Company (SWC) and Ontotext has deepened over the years and by complementing our strengths, we deliver greater value for o

Enterprise 59

Enterprise Cost-Benefit Metadata Data Integration 59

Analytics Vidhya

JULY 11, 2024

Introduction Data science is one of the professions in high demand nowadays due to the growing focus on analyzing big data. Hypothesis and conclusion-making from data broadly involve technical and non-technical skills in the interdisciplinary field of data science. To be relevant and competitive in this rapidly evolving area, at least specific fundamental data science […] The post Top 10 Platforms to Practice Data Science Skills appeared first on Analytics Vidhya.

Data Science 352

Data Science Big Data Analytics 352

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GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

Testing

KDnuggets

JULY 12, 2024

Discover the essential tools every data scientist should know to elevate their data science game, from Python and R to SQL and advanced visualization tools.

Data Science 150

Data Science Visualization 150

CIO Business Intelligence

JULY 8, 2024

“Aunque sucedió hace dos años y medio, todavía me genera ansiedad y desasosiego recordarlo”. Con estas palabras, Gonçal Badenes, CIO de la Universidad Autónoma de Barcelona (UAB), relata en primera persona cómo vivió en sus propias carnes el ciberataque de ransomware que el grupo cibercriminal PYSA perpetró en 2021 contra la institución pública educativa.

Technology 135

Technology 135

AWS Big Data

JULY 8, 2024

This post was co-written with Balaram Mathukumilli, Viswanatha Vellaboyana and Keerthi Kambam from DISH Wireless , a wholly owned subsidiary of EchoStar. EchoStar , a connectivity company providing television entertainment, wireless communications, and award-winning technology to residential and business customers throughout the US, deployed the first standalone, cloud-native Open RAN 5G network on AWS public cloud.

Data Warehouse 110

Data Warehouse IT Recreation/Entertainment Cost-Benefit 110

Analytics Vidhya

JULY 7, 2024

Introduction Artificial Intelligence (AI) is transforming industries and creating new possibilities in various fields. Stanford University, renowned for its contributions to AI research, offers several free courses that can help you get started or advance your knowledge in this exciting domain. Whether you’re a beginner or an experienced professional, these courses provide valuable insights into […] The post 9 Free AI Courses from Stanford appeared first on Analytics Vidhya.

Analytics 348

Analytics IT Machine Learning 348

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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

KDnuggets

JULY 9, 2024

This article is for anyone looking to maximize their use of Amazon Web Services (AWS) generative AI (GenAI) services. Here are eight courses that range from beginner to expert level.

140

140

CIO Business Intelligence

JULY 11, 2024

The complexity within IT infrastructures is increasing, as is the pressure on IT budgets to use available funds as smartly and efficiently as possible. Effective cost management in the cloud is, therefore, becoming increasingly important. Yet many companies still find it difficult to keep an eye on the costs of their cloud deployment and to continuously optimize them.

Uncertainty 131

Uncertainty Optimization Strategy Management 131

Smart Data Collective

JULY 11, 2024

Data analytics technology has helped us better understand the importance of coming up with strategic domains for online marketing.

Data Analytics 105

Data Analytics Analytics Analytics Technologies Marketing 105

Analytics Vidhya

JULY 12, 2024

Introduction The recent decade has witnessed a massive surge in the application of Machine learning techniques. There is a continuous rise of application of machine learning techniques in nearly all domains, including research, education, environment, social science, businesses, service providers, production, manufacturing, supply chain, healthcare, biochemistry, biotechnology, and many more.

Machine Learning 336

Machine Learning Manufacturing Business Services Analytics 336

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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

KDnuggets

JULY 8, 2024

Text preprocessing is an important step in NLP. Let's learn how to use the Hugging Face Tokenizers Library to preprocess text data.

Modeling 129

Modeling 129

CIO Business Intelligence

JULY 11, 2024

As enterprises begin to deploy and use AI, many realize they’ll need access to massive computing power and fast networking capabilities, but storage needs may be overlooked. Spinning up a chatbot or adopting an AI assistant aren’t likely to tax most enterprises’ storage capacities, but large AI projects with access to millions of data points may require many terabytes of new storage, potentially costing tens of millions of dollars, some AI and storage experts say.

Enterprise 130

Enterprise Digital Transformation Technology Management 130

Cloudera

JULY 10, 2024

There’s nothing worse than wasting money on unnecessary costs. In on-premises data estates, these costs appear as wasted person-hours waiting for inefficient analytics to complete, or troubleshooting jobs that have failed to execute as expected, or at all. They manifest as idle hardware waiting for urgent workloads to come in, ensuring sufficient spare capacity to run them amidst noisy neighbors and resource-hungry, lower-priority workloads.

Cost-Benefit 99

Cost-Benefit Metadata Optimization Measurement 99

Analytics Vidhya

JULY 9, 2024

Introduction Just binge-watched that K-drama over the weekend, and now your Netflix recommendations turn into an eerily perfect lineup of similar shows? That’s no coincidence. Netflix employs sophisticated data strategies to ensure it’s tough to hit the stop button once you start watching, or you can say Netflix uses Data Science. Yep, your weekend binge […] The post Behind the Screen: How Netflix Uses Data Science?

Data Science 336

Data Science Data Strategy Strategy Analytics 336

Advertiser: ZoomInfo

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

Sales

KDnuggets

JULY 10, 2024

Let's learn how to efficiently merge large Pandas dataframes.

121

121

CIO Business Intelligence

JULY 9, 2024

Regístrate ahora En la era de la ‘inteligencia artificial (IA) en todas partes’ , ¿qué rol deben desempeñar los CIO en las organizaciones para aprovechar todas sus ventajas? Con dos tercios de las empresas proyectando que sus presupuestos de TI aumenten en los próximos años -según una encuesta de CIO de EMEA-, los líderes tecnológicos deberán preparar a sus compañías con las tecnologías habilitantes para obtener el máximo potencial de sus inversiones en IA.

Technology 127

Technology Digital Transformation IT Strategy 127

AWS Big Data

JULY 8, 2024

Apache Flink is an open source distributed processing engine, offering powerful programming interfaces for both stream and batch processing, with first-class support for stateful processing and event time semantics. Apache Flink supports multiple programming languages, Java, Python, Scala, SQL, and multiple APIs with different level of abstraction, which can be used interchangeably in the same application.

Management 96

Management Snapshot Consulting Dashboards 96

Analytics Vidhya

JULY 12, 2024

Introduction LangChain has become a potent toolset for creating complex AI applications in the rapidly developing field of artificial intelligence. One of its most intriguing aspects is the agent architecture, which enables programmers to design intelligent systems that can reason, make decisions, and take independent action. As we look closer into this exciting realm, discover […] The post AI Agents: A Deep Dive into LangChain’s Agent Framework appeared first on Analytics Vidhya.

Analytics 333

Analytics IT Machine Learning Data Science 333

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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

KDnuggets

JULY 11, 2024

Learn data science through interactive courses, books, guides, code examples, projects, and free courses based on top university curricula. Also, access interview questions and best practices.

Data Science 116

Data Science Interactive 116

CIO Business Intelligence

JULY 12, 2024

About six years ago, Ulta Beauty formed a dedicated innovation team to identify technologies that resonate to improve the customer experience. As the VP of digital innovation, Michelle Pacynski heads up this team and oversees around 40 innovators whose job is to leverage new and emerging tech to come up with fresh and creative value propositions for the business.

Experimentation 124

Experimentation Testing Enterprise Strategy 124

Smart Data Collective

JULY 10, 2024

AI technology has had a huge impact on the legal profession and led to the inception of disruptive new software.

Software 95

Software Technology 95

Analytics Vidhya

JULY 9, 2024

Introduction When ChatGPT arrived, it revolutionized how we interact with AI, making tasks like summarizing articles and planning trips a breeze. Thanks to OpenAI, you can now create personalized ChatGPT models, called GPTs, tailored to your specific needs. In this tutorial, we’ll walk you through the simple process of creating your own GPTs in just […] The post How to Make Custom ChatGPT?

Interactive 329

Interactive Modeling Analytics IT 329

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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