Sat.May 11, 2024 - Fri.May 17, 2024

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Deploying Machine Learning Models at Scale: Strategies for Efficient Production

insideBIGDATA

In this contributed article, freelance writer Ainsley Lawrence briefly explores deploying machine learning models, showing you how to manage multiple models, establish robust monitoring protocols, and efficiently prepare to scale.

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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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The Omniscient GPT-4o + ChatGPT is HERE!

Analytics Vidhya

Introduction Sam Altman said something big was loading, and now it is here…GPT-4o is out, and everyone is stunned by its Capabilities!!! I would say – It is ABSOLUTELY wild and What a time to be Alive. OpenAI’s flagship model often sparks excitement and speculation. The latest AI community sensation is the GPT-4o, OpenAI’s brainchild. […] The post The Omniscient GPT-4o + ChatGPT is HERE!

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Knocking The Socks Off The FinOps Paradox

Adrian Bridgwater for Forbes

We can now use FinOps to more directly assess (and control) the cost of cloud, but while FinOps adoption is massive, its impact remains elusive.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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58% of Americans Interested in Training AI Models, Survey Finds

insideBIGDATA

Mindrift, a new data generation platform and community for subject matter experts across industries to create high quality datasets for safe, accurate, and responsible AI development, is celebrating its launch by releasing an “AI and the Workforce” report, which surveyed over 1,000 Americans.

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Mastering Python: 7 Strategies for Writing Clear, Organized, and Efficient Code

KDnuggets

Optimize Your Python Workflow: Proven Techniques for Crafting Production-Ready Code

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More Trending

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How to Crush the Spider Benchmark with Ease on Databricks

databricks

How we reached 79.9% on the Spider dev dataset with Llama3 8B through savvy prompting and fine-tuning on Databricks.

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Aurora Supercomputer Ranks Fastest for AI

insideBIGDATA

At ISC High Performance 2024, Intel announced in collaboration with Argonne National Laboratory and Hewlett Packard Enterprise (HPE) that the Aurora supercomputer has broken the exascale barrier at 1.012 exaflops and is the fastest AI system in the world dedicated to AI for open science, achieving 10.6 AI exaflops. Intel will also detail the crucial role of open ecosystems in driving AI-accelerated high performance computing (HPC).

AI 360
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10 Free Must-Take Data Science Courses to Get Started

KDnuggets

Want to start your data science journey? Then, let these courses guide you on that trip.

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How to Learn Artificial Intelligence?

Analytics Vidhya

Introduction Do you find the prospects of AI intriguing? Whatever your goal is, be it becoming a data scientist, machine learning engineer, AI researcher, or just being fascinated by the world of artificial intelligence, this guide is designed for you. In this in-depth article, you will find out the basics of learning AI from scratch, […] The post How to Learn Artificial Intelligence?

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Unlocking the Potential of Private Data Sharing using Databricks Private Exchanges

databricks

We are thrilled to announce an exciting new feature on the Databricks Marketplace that simplifies the process of setting up private exchanges for.

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AI-Powered Project Management: Insights into Generative AI’s Growing Influence

Data Science Dojo

With a broad spectrum of applications, AI is fast becoming a staple in project workflows. Recent findings from a Capterra survey underscore this trend, revealing that 93% of project managers saw a positive return on investment from AI tools last year, with only a minimal 8% of companies not yet planning to adopt AI technologies. It is not a question of whether AI will help project managers achieve better results.

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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.

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What Can You Do With GPT-4o? | Demo

Analytics Vidhya

Introduction Finally, the much-awaited time has come! With their exciting Spring Update event, OpenAI revealed GPT-4o after months of anticipation and conjecture. Get ready, for this AI feat will completely change how we see the world! Did you find ChatGPT and GPT-3 to be impressive? You’re about to get your head blown away in many ways. With […] The post What Can You Do With GPT-4o?

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Optimizing The Modern Developer Experience with Coder

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.

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Building DBRX-class Custom LLMs with Mosaic AI Training

databricks

We recently introduced DBRX : an open, state-of-the-art, general-purpose LLM. DBRX was trained, fine-tuned, and evaluated using Mosaic AI Training, scaling training to.

AI 242
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Global Survey Shows 72% of Consumers Worry about Being Fooled by Deepfakes on Daily Basis

insideBIGDATA

Jumio, a leading provider of automated, AI-driven identity verification, risk signals and compliance solutions, released the Jumio 2024 Online Identity Study, the third installment of its annual global consumer research. This year’s results highlight significant concerns among consumers about the risks associated with generative AI and deepfakes, including the potential for increased cybercrime and identity fraud.

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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.

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5 Best AI Chatbots to Increase Sales and Revenue in 2024

Analytics Vidhya

Introduction AI chatbots and assistants are transforming businesses across sectors these days by improving client relations and optimizing operations. They have become an indispensable part of the quickly changing digital sales landscape of 2024. These advanced tools are revolutionizing the way organizations interact with their customers by improving the effectiveness, speed, and quality of communications. […] The post 5 Best AI Chatbots to Increase Sales and Revenue in 2024 appeared first

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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How a Leading Venture Capital Firm is Building GenAI with Databricks

databricks

Successfully building GenAI applications means going beyond just leveraging the latest cutting-edge models. It requires the development of compound AI systems that integrate.

AI 224
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Exasol Finds AI Underinvestment Leads to Business Failure, But Data Challenges Stall Rapid Adoption

insideBIGDATA

Senior decision-makers know that AI is critical for their business’ viability, yet despite growing stakeholder pressure to implement the technology quickly, regulatory and technological challenges are slowing the process, according to a new report from our friends over at Exasol, the high-performance analytics database provider. Exasol’s 2024 “AI and Analytics Report” investigates the current state of AI implementation, top data analytics challenges, and the future of the C-suite given the explo

AI 221
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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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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.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Why AI Models Need A Tune Up

Adrian Bridgwater for Forbes

As we drive our software with increased use of generative Artificial Intelligence our fuel system will be largely pumped by the Large Language Model (LLM) datasets.

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Yesterday’s Pricing Processes are Not For Tomorrow 

insideBIGDATA

In this contributed article, Barrett Thompson, General Manager of Commercial Excellence at Zilliant, discusses how most companies are still falling behind the curve when it comes to managing valuable business data, and are often trying to combat costs of working in disparate systems. Why are so many leaders resisting positive change when it comes to managing and evaluating valuable business information?

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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.

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Google Introduces ‘AI Teammate’ your New Virtual Coworker

Analytics Vidhya

The office just got a new intern… and it’s a robot! At Google I/O 2024, Google introduced “AI Teammate,” an innovative feature powered by their Gemini AI technology. Designed for Google Workspace, AI Teammate promises to be a virtual co-worker, assisting with tasks and collaborating on projects. All About Google’s AI Teammate Imagine an intelligent […] The post Google Introduces ‘AI Teammate’ your New Virtual Coworker appeared first on Analytics Vidhya.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Databricks Is a Glassdoor Best-Led Company in 2024

databricks

Databricks is pleased to announce we are ranked #2 in the inaugural annual Glassdoor Award List of Best-Led Companies in 2024 ! At.

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Book Excerpt: Data, Technology, and Algorithms

insideBIGDATA

The following book excerpt is by Cristina Alaimo and Jannis Kallinikos, leading scholars working at the intersection of information systems and organizational studies and co-authors of DATA RULES: Reinventing the Market Economy (MIT Press; June 4, 2024).

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LSTMs Rise Again: Extended-LSTM Models Challenge the Transformer Superiority

KDnuggets

Can LSTMs become the de facto standard for Language Modeling tasks once again?

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How do we use GPT 4o API for Vision, Text, Image, and more?

Analytics Vidhya

Introduction After building up so much hype around search engines, OpenAI released ChatGPT-4o, an upgraded iteration of the widely acclaimed ChatGPT-4 model that underpins its flagship product, ChatGPT. This refined version promises significant improvements in speed and performance, delivering enhanced capabilities across text, vision, and audio processing.

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The Cloud Development Environment Adoption Report

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.