June, 2024

article thumbnail

How to Delete a File in Python?

Analytics Vidhya

Introduction This article offers a thorough tutorial on how to delete files in Python using a variety of modules and approaches. It goes over simple techniques like using os.remove() and os.unlink(), more complex techniques like pathlib.Path.unlink() and shutil.rmtree() for directories, and safer options like send2trash for putting files in the recycling bin.

Analytics 289
article thumbnail

The New O’Reilly Answers: The R in “RAG” Stands for “Royalties”

O'Reilly on Data

The latest release of O’Reilly Answers is the first example of generative royalties in the AI era, created in partnership with Miso. This new service is a trustworthy source of answers for the O’Reilly learning community and a new step forward in the company’s commitment to the experts and authors who drive knowledge across its learning platform. Generative AI may be a groundbreaking new technology, but it’s also unleashed a torrent of complications that undermine its trustworthiness, many of wh

Metadata 202
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

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 140
article thumbnail

10 GitHub Repositories to Master SQL

KDnuggets

Learn SQL and databases through free courses, tutorials, tools, guides, books, practice exercises, projects, awesome lists, and other resources.

127
127
article thumbnail

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

article thumbnail

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).

article thumbnail

Non-contiguous Cartograms

The Data Visualisation Catalogue

A Non-contiguous Cartogram is a type of Cartogram where the geographic regions (such as countries, states, etc.) are resized based on a numerical variable (e.g. population, GDP, etc.), but their shapes are preserved. Also, the region boundaries are not connected or contiguous with their neighbouring regions. In a Non-contiguous Cartogram, each geographic region is scaled in proportion to the data value being represented, but the scaled areas are not constrained to fit together like a jigsaw puzz

More Trending

article thumbnail

Answers: Generative AI as Learning Tool

O'Reilly on Data

At O’Reilly, we’re not just building training materials about AI. We’re also using it to build new kinds of learning experiences. One of the ways we are putting AI to work is our update to Answers. Answers is a generative AI-powered feature that aims to answer questions in the flow of learning. It’s in every book, on-demand course, and video, and will eventually be available across our entire learning platform.

Modeling 198
article thumbnail

Deepfakes: Coming soon to a company near you

CIO Business Intelligence

AI-powered deepfake technology is rapidly advancing, and it’s only a matter of time before cybercriminals find a business model they can use, some security experts say.

Modeling 128
article thumbnail

Step-by-Step Tutorial to Building Your First Machine Learning Model

KDnuggets

Machine Learning model is an exciting project. Learn how to develop your first model that the company would want to use.

article thumbnail

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.

article thumbnail

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.

article thumbnail

The Award Winning Formula: How Cloudera Empowered OCBC With Trusted Data To Unlock Business Value from AI

Cloudera

Recently, Cloudera, alongside OCBC, were named winners in the“ Best Big Data and Analytics Infrastructure Implementation ” category at The Asian Banker’s Financial Technology Innovation Awards 2024. This recognition underscores the importance of trusted data when building AI and generative AI (GenAI) models and serves as a testament to the impact that reliable data can have in real world use cases.

article thumbnail

A Comprehensive Guide on Langchain

Analytics Vidhya

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis. However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks. This is where Langchain comes into play, a powerful open-source Python framework designed to […] The post A Comprehensive Guide on Langchain appeared fir

article thumbnail

Embrace Reinvention To Drive Growth: Five Key Takeaways from Forrester’s B2B Summit North America 2024

Srividya Sridharan

It’s hard to believe that Forrester’s B2B Summit North America was almost a month ago. But wow, what an incredible week it was! The energy was palpable, and the momentum is set to carry B2B leaders and their organizations forward to growth and reinvention.

B2B 72
article thumbnail

IT leaders rethink talent strategies to cope with AI skills crunch

CIO Business Intelligence

As head of transformation, artificial intelligence, and delivery at Guardian Life, John Napoli is ramping up his company’s AI initiatives. And a big part of that is scaling up AI talent. But Napoli, like many CIOs, is facing a tough labor landscape for highly sought skills. By most accounts, enterprise CIOs are rushing to hire for AI-related roles, putting them into fierce competition with one another — and with big tech companies and CTOs everywhere.

Strategy 129
article thumbnail

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?

article thumbnail

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.

article thumbnail

Design a data mesh pattern for Amazon EMR-based data lakes using AWS Lake Formation with Hive metastore federation

AWS Big Data

In this post, we delve into the key aspects of using Amazon EMR for modern data management, covering topics such as data governance, data mesh deployment, and streamlined data discovery. One of the key challenges in modern big data management is facilitating efficient data sharing and access control across multiple EMR clusters. Organizations have multiple Hive data warehouses across EMR clusters, where the metadata gets generated.

article thumbnail

Cloudera Introduces AI Inference Service With NVIDIA NIM

Cloudera

We are excited to announce a tech preview of Cloudera AI Inference service powered by the full-stack NVIDIA accelerated computing platform, which includes NVIDIA NIM inference microservices , part of the NVIDIA AI Enterprise software platform for generative AI. Cloudera’s AI Inference service uniquely streamlines the deployment and management of large-scale AI models, delivering high performance and efficiency while maintaining strict privacy and security standards.

article thumbnail

How to Build NLP Applications with Hugging Face?

Analytics Vidhya

Introduction Hugging Face (HF) is a pioneering AI platform enabling ML community collaboration on models, datasets, and applications. This article will delve into Hugging Face’s capabilities for building NLP applications, covering key services such as models, datasets, and open-source libraries. Whether you are a beginner or an experienced developer, Hugging Face offers versatile tools to […] The post How to Build NLP Applications with Hugging Face?

Modeling 279
article thumbnail

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.

article thumbnail

Harnessing the Power of Data in Healthcare, Retail, and Energy Industries

Smart Data Collective

Data mining offers a number of important benefits for companies in the healthcare, energy and retail sectors.

article thumbnail

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

article thumbnail

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.

121
121
article thumbnail

Riding the AI Wave: OpenAI’s GPT-4o and Beyond

Dataiku

A few weeks ago, OpenAI unveiled GPT-4o, its latest and most advanced transformer-based foundational model. The “o” in GPT-4o stands for "omni" (Latin for “every”), reflecting its ability to handle prompts that mix text, audio, images, and video. This powerful multimodal capability has captivated the AI community and set a new standard for generative and conversational AI experiences.

article thumbnail

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.

article thumbnail

Where Does Data Governance Fit Into Hybrid Cloud?

Cloudera

At a time when artificial intelligence (AI) and tools like generative AI (GenAI) and large language models (LLMs) have exploded in popularity, getting the most out of organizational data is critical to driving business value and carving out a competitive market advantage. To reach that goal, more businesses are turning toward hybrid cloud infrastructure – with data on-premises, in the cloud, or both – as a means to tap into valuable data.

article thumbnail

80+ Excel Shortcuts That You Should Know in 2024

Analytics Vidhya

Introduction Undoubtedly, Microsoft Excel is one of the most important tools in quick-paced data processing and analysis. Because of its capacity to function well in a dynamic environment, Excel has become more well-known and acknowledged as a valuable tool among research, data science, accounting, and finance professionals. It is a commonly used program, especially with […] The post 80+ Excel Shortcuts That You Should Know in 2024 appeared first on Analytics Vidhya.

Finance 280
article thumbnail

T-Mobile unlocks marketing efficiency with Adobe Workfront

IBM Big Data Hub

With 109 million customers and counting, “uncarrier” T-Mobile is one of the top mobile communications providers in the U.S. The company always puts the customer first, which it achieves by delivering the right experiences and content to the right customers at the right time. But with different sub-brands and business units, T-Mobile’s marketing and content workflows were complex—and often inefficient and disconnected.

article thumbnail

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

article thumbnail

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

article thumbnail

Using SQL with Python: SQLAlchemy and Pandas

KDnuggets

A simple tutorial on how to connect to databases, execute SQL queries, and analyze and visualize data.

article thumbnail

Build a Generative AI Chatbot With Snowflake and Dataiku

Dataiku

Leveraging AI (including Generative AI) to enhance user interactions across various sectors has become essential. Now, imagine a chatbot that not only comprehends user queries but also delivers precise, contextually accurate responses and has the capability to continuously learn and improve. Achieving this level of sophistication in chatbot technology is now possible through the integration of Snowflake and Dataiku tools and innovative capabilities.

article thumbnail

Making an AI Investment: How Finance Institutions are Harnessing the Power of AI and Generative AI

Cloudera

Of all of the emerging tech of the last two decades, artificial intelligence (AI) is tipping the hype scale, causing organizations from all industries to rethink their digital transformation initiatives asking where it fits in. In Financial Services, the projected numbers are staggering. According to a recent McKinsey & Co. article , “The McKinsey Global Institute (MGI) estimates that across the global banking sector, [Generative AI] could add between $200 billion and $340 billion in value a

Finance 70
article thumbnail

Debugging And Testing LLMs in LangSmith

Analytics Vidhya

Introduction With the advancements in Artificial Intelligence, developing and deploying large language model (LLM) applications has become increasingly complex and demanding. To address these challenges, let’s explore LangSmith. LangSmith is a new cutting-edge DevOps platform designed to develop, collaborate, test, deploy, and monitor LLM applications.

Testing 272
article thumbnail

Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.