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Sequence-to-Sequence Models for Language Translation

Analytics Vidhya

Introduction In natural language processing (NLP), sequence-to-sequence (seq2seq) models have emerged as a powerful and versatile neural network architecture. These models excel at various complex tasks such as machine translation, text summarization, and dialogue systems, fundamentally transforming how machines understand and generate human language.

Modeling 262
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Data Observability and Data Quality Testing Certification Series

DataKitchen

Data Observability and Data Quality Testing Certification Series We are excited to invite you to a free four-part webinar series that will elevate your understanding and skills in Data Observation and Data Quality Testing. This series is crafted for professionals eager to deepen their knowledge and enhance their data management practices, whether you are a seasoned data engineer, a data quality manager, or just passionate about data.

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How to use ‘Ask Photos’ feature in Google Photos?

Analytics Vidhya

Introduction The “Ask Photos” function is an interesting addition to Google Photos, which was introduced at Google I/O 2024. This cutting-edge solution transforms how consumers interact with their photo libraries by utilizing artificial intelligence, specifically powered by Gemini. “Ask Photos” claims to expedite photo retrieval by providing a smooth and user-friendly search experience.

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Cyber resilience: A business imperative CIOs must get right

CIO Business Intelligence

With ransomware at an all-time high, companies need to understand that being cyber resilient means going beyond compliance to considering all aspects of a business, from operational continuity to software supply chain security.

Software 124
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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, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

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5 Free University Courses to Learn Machine Learning

KDnuggets

Want to learn machine learning from the best of resources? Check out these free machine learning courses from the top universities of the world.

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Amazon DocumentDB zero-ETL integration with Amazon OpenSearch Service is now available

AWS Big Data

Today, we are announcing the general availability of Amazon DocumentDB (with MongoDB compatibility) zero-ETL integration with Amazon OpenSearch Service. Amazon DocumentDB provides native text search and vector search capabilities. With Amazon OpenSearch Service, you can perform advanced search analytics, such as fuzzy search, synonym search, cross-collection search, and multilingual search, on Amazon DocumentDB data.

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Chart Snapshot: Area Bump Charts

The Data Visualisation Catalogue

Also known as a Sorted Stream Graph. An Area Bump Chart is a variation of the traditional Bump Chart that displays the rank and an additional quantitative variable changing over time. In a regular Bump Chart, the lines show how the ranks of different categories or entities change over time. However, this does not convey any values or magnitudes changing over time.

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Private cloud makes its comeback, thanks to AI

CIO Business Intelligence

Private cloud providers may be among the key beneficiaries of today’s generative AI gold rush as, once seemingly passé in favor of public cloud, CIOs are giving private clouds — either on-premises or hosted by a partner — a second look. At the center of this shift is increasing acknowledgement that to support AI workloads and to contain costs, enterprises long-term will land on a hybrid mix of public and private cloud.

IT 139
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All About the AI Regulatory Landscape

KDnuggets

This post explores the evolving AI regulatory landscape and essential aspects of the EU Act law, crucial for understanding its impact.

IT 109
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Breaking barriers in geospatial: Amazon Redshift, CARTO, and H3

AWS Big Data

This post is co-written with Javier de la Torre from CARTO. In this post, we discuss how Amazon Redshift spatial index functions such as Hexagonal hierarchical geospatial indexing system (or H3) can be used to represent spatial data using H3 indexing for fast spatial lookups at scale. Navigating the vast landscape of data-driven insights has always been an exciting endeavor.

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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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Unveiling the Intersection of Engineering and AI with Xander Steenbrugge

Analytics Vidhya

In this episode of Leading with Data, we are thrilled to welcome Xander Steenbrugge, a civil engineer turned machine learning expert. Xander’s passion for AI has driven him to explore its applications across multiple domains, from computer vision to natural language processing. With a unique background that combines civil engineering, electronics, and machine learning, Xander […] The post Unveiling the Intersection of Engineering and AI with Xander Steenbrugge appeared first on Analy

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Achieving cloud excellence and efficiency with cloud maturity models

IBM Big Data Hub

Business leaders worldwide are asking their teams the same question: “Are we using the cloud effectively?” This quandary often comes with an accompanying worry: “Are we spending too much money on cloud computing?” Given the statistics—82% of surveyed respondents in a 2023 Statista study cited managing cloud spend as a significant challenge—it’s a legitimate concern.

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3 ways to break out of AI ‘pilot purgatory’

CIO Business Intelligence

American humorist Mark Twain once said, “History never repeats itself, but it does often rhyme.” Today we worry this phenomenon is playing out with enterprise adoption of generative AI. On their digital transformation journeys over the last decade, many enterprises spent time mired in “pilot purgatory,” taking as long as years to move from concept to executing on use cases.

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Chart Snapshot: Bump Charts

The Data Visualisation Catalogue

A Bump Chart is a visualisation that shows how the rankings of different categories or entities change over time or between groupings. This chart uses the x-axis to represent time and the y-axis to designate rankings (e.g. 1st, 2nd, 3rd…). Each category or entity is represented by a connected line that “bump” up or down as their rankings change over time.

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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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Introducing Amazon MWAA support for the Airflow REST API and web server auto scaling

AWS Big Data

Apache Airflow is a popular platform for enterprises looking to orchestrate complex data pipelines and workflows. Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed service that streamlines the setup and operation of secure and highly available Airflow environments in the cloud. In this post, we’re excited to introduce two new features that address common customer challenges and unlock new possibilities for building robust, scalable, and flexible data orchestration solutions

Testing 84
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Pursue a Master’s in Data Science with the 3rd Best Online Program 2024

KDnuggets

100% online master’s program with flexible schedules designed for working professionals. Enrolling now for October 28th.

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Hasso Plattner stepping down signals another turning point at SAP

CIO Business Intelligence

It’s difficult to imagine SAP without Hasso Plattner, who’s been there from the beginning and has significantly shaped the fortunes of Europe’s largest software manufacturer for more than five decades as founder, board of directors member, and, most recently, as chairman of the supervisory board. Now at 80, Plattner is giving up his post at the head of the supervisory board and leaving the SAP stage.

Finance 115
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Six Clouderans Earn CRN Women of the Channel Distinction

Cloudera

Businesses today face unique challenges, whether it’s with hybrid cloud, AI, data analytics, or all of the above. Delivering solutions that can address those challenges effectively requires a robust ecosystem of partnerships. At the center of this critical ecosystem is the partner marketing team at Cloudera, who work tirelessly in pursuit of excellence for customers—and as a result, we’re proud to share that six of our very own Clouderans have been recognized by CRN as part of this year’s Women

B2B 86
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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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Analyze Elastic IP usage history using Amazon Athena and AWS CloudTrail

AWS Big Data

An AWS Elastic IP (EIP) address is a static, public, and unique IPv4 address. Allocated exclusively to your AWS account, the EIP remains under your control until you decide to release it. It can be allocated to your Amazon Elastic Compute Cloud (Amazon EC2) instance or other AWS resources such as load balancers. EIP addresses are designed for dynamic cloud computing because they can be re-mapped to another instance to mask any disruptions.

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5 Ways to Run LLMs Locally on a Computer

Analytics Vidhya

Introduction Running Large Language Models (LLMs) locally on your computer offers a convenient and privacy-preserving solution for accessing powerful AI capabilities without relying on cloud-based services. In this guide, we explore several methods for setting up and running LLMs directly on your machine. From web-based interfaces to desktop applications, these solutions empower users to harness […] The post 5 Ways to Run LLMs Locally on a Computer appeared first on Analytics Vidhya.

Modeling 248
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The Easiest Way of Running Llama 3 Locally

KDnuggets

Download, install, and type one command in the terminal to start using Llama 3 on your laptop.

Modeling 107
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Adobe introduces AI assistant to help enterprises exploit data held in PDFs

CIO Business Intelligence

Adobe has unveiled a new artificial intelligence assistant that integrates with its widely used Acrobat PDF software, promising to help enterprise workers save hours each week by making it easier to extract insights and information from digital documents. Acrobat AI Assistant for enterprise is an add-on to Adobe’s Acrobat product that will enable employees to quickly generate summaries of lengthy, complex documents, get answers to specific questions, create initial drafts of written content, and

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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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The CFO’s role in the age of generative AI

IBM Big Data Hub

CFOs are the stewards of investment capital, orchestrating a movement with transformative technology and innovation to evolve businesses, accelerate revenue streams and drive meaningful outcomes. The current business environment has CFOs facing headwinds for decision-making in less-than-ideal conditions with rapidly shifting regulations, tedious reporting standards, ESG requirements and inflationary pressures; however, the need for growth and profit expansion remains, and as CEOs look for ways t

Finance 76
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Safely remove Kafka brokers from Amazon MSK provisioned clusters

AWS Big Data

Today, we are announcing broker removal capability for Amazon Managed Streaming for Apache Kafka (Amazon MSK) provisioned clusters, which lets you remove multiple brokers from your provisioned clusters. You can now reduce your cluster’s storage and compute capacity by removing sets of brokers, with no availability impact, data durability risk, or disruption to your data streaming applications.

Metrics 66
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The Pre-AGI Era War: Google Astra vs GPT-4o

Analytics Vidhya

Introduction Have you attended the Google I/O 2024 Event? If not, I have something interesting for you – Google shared the future of AI with Google Astra. In the wake of OpenAI’s recent release of GPT-4o, Google I/O brought several updates that set the tech world abuzz. GPT-4o represents a significant leap in AI capabilities, […] The post The Pre-AGI Era War: Google Astra vs GPT-4o appeared first on Analytics Vidhya.

Analytics 260
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The Best Strategies for Fine-Tuning Large Language Models

KDnuggets

Learn how to master the art of fine-tuning LLMs for specialized tasks.

Strategy 108
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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

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How can CIOs build an effective Generative AI strategy?

CIO Business Intelligence

Growing out of control? If 2023 was the year of AI exploration, then 2024 will be the year of action. According to Forrester , investment in AI software will grow 50% faster than the wider software market. A recent PagerDuty survey also found that 71% of businesses are looking to expand investments in AI and machine learning (ML) in the next year.

Strategy 114
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How Will AI Shape the Future of Life Sciences Organizations?

Dataiku

AI is reshaping the life sciences sector at an unprecedented pace. In Season 2 of the Dataiku web series AI&Us , Episode 4 delves into the significant impact of AI on the life sciences industry, showcasing its role in accelerating drug discovery and optimizing costs through Generative AI. These advancements promise not only faster but also more effective treatment options.

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AI Helps Businesses Save Money with Better Financial Management

Smart Data Collective

AI can help small businesses improve their financial management practices, which helps them save money.

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Building a Medical Assistant using Gemini Pro vision

Analytics Vidhya

Introduction Today, we live in a world where AI is used in almost every use case. From banking to healthcare applications, AI has its foot. After knowing the possibilities of ChatGPT, several other companies have started putting their effort into building a better transformer with improved accuracy. In this article, we will see how we […] The post Building a Medical Assistant using Gemini Pro vision appeared first on Analytics Vidhya.

Analytics 256
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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.