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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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.

AI 322
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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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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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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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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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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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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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How to Use Stable Diffusion Effectively

Machine Learning Mastery

From the prompt to the picture, Stable Diffusion is a pipeline with many components and parameters. All these components working together creates the output. If a component behave differently, the output will change. Therefore, a bad setting can easily ruin your picture. In this post, you will see: How the different components of the Stable […] The post How to Use Stable Diffusion Effectively appeared first on MachineLearningMastery.com.

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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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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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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 292
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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 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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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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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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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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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.

AI 328
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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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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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Research Survey: Productivity benefits from Databricks Assistant

databricks

In the fast-paced landscape of data science and engineering, integrating Artificial Intelligence (AI) has become integral for enhancing productivity. We’ve seen many tools.

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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

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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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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.

AI 336
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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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 246
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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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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.

Analytics 336
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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!