Tue.Jul 23, 2024

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GenAI Investment to Grow 30%, with High Maturity Companies Projecting Three Times Higher ROI Over the Next Three Years than Low-Adoption Peers

insideBIGDATA

GenAI investment is expected to grow 30%, with leaders from companies with high GenAI maturity anticipating their return on investment will be three-times higher over the next three years than that of companies with little or no adoption of the technology, according to a new report released by Boston Consulting Group (BCG).

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A New Standard in Open Source AI: Meta Llama 3.1 on Databricks

databricks

We are excited to partner with Meta to release the Llama 3.1 series of models on Databricks, further advancing the standard of powerful.

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How to Build Autonomous AI Agents Using OpenAGI?

Analytics Vidhya

Introduction Imagine having an assistant who’s always at your fingertips, ready to help at any moment. That’s what an AI agent offers. Unlike your human assistant, who needs coffee breaks and rest, an AI agent is tireless, working around the clock to support you. Need to schedule a meeting at the last minute? Done. Looking […] The post How to Build Autonomous AI Agents Using OpenAGI?

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Databricks on Databricks: Kicking off the Journey to Governance with Unity Catalog

databricks

In this blog, we are excited to share Databricks's journey in migrating to Unity Catalog for enhanced data governance. We'll discuss our high-level strategy and the tools we developed to facilitate the migration. Our goal is to highlight the benefits of Unity Catalog and make you feel confident about transitioning to it.

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Whats New in Apache Airflow 3.0 –– And How Will It Reshape Your Data Workflows?

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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5 Challenges in Machine Learning Adoption and How to Overcome Them

Machine Learning Mastery

Machine learning presents transformative opportunities for businesses and organizations across various industries. From improving customer experiences to optimizing operations and driving innovation, the applications of machine learning are vast. However, adopting machine learning solutions is not without challenges. These challenges span across data quality, technical complexities, infrastructure requirements, and cost constraints amongst others.

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How to Use Conditional Formatting in Pandas to Enhance Data Visualization

KDnuggets

Tired of staring at bland dataframes? Discover how conditional formatting in Pandas can transform your data visualization experience!

More Trending

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Curating Cleaner Data In Messy Multimodal Modals

Adrian Bridgwater for Forbes

The biggest challenge in adopting artificial intelligence in the enterprise today is the lack of practices and tools for data curation and generative AI evaluation that can ensure the quality of results

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How to Run LLM Locally Using LM Studio?

Analytics Vidhya

Introduction Recent software and hardware advancements have opened up exciting possibilities, making running large language models (LLMs) on personal computers feasible. One fantastic tool that makes this easier is LM Studio. In this article, we’ll dive into how to run an LLM locally using LM Studio. We’ll walk through the essential steps, explore potential challenges, […] The post How to Run LLM Locally Using LM Studio?

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Visualizing Data: A Statology Primer

KDnuggets

This collection of tutorials from our sister site Statology center on data visualization. Learn more about visualizing your data right here.

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How to Use PyVista for Interactive 3D Medical Visualizations

Analytics Vidhya

Introduction Imagine being a medical student needing to visualize complex anatomical structures or a data scientist creating interactive 3D models. PyVista offers the precision and interactivity required to make these tasks engaging and insightful. We’ll start by exploring PyVista’s features and installation, then create stunning human anatomy visualizations, such as the brain, chest, and whole […] The post How to Use PyVista for Interactive 3D Medical Visualizations appeared f

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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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Building Industry IoT and M2M Solutions With Databricks for Communications

databricks

The communications industry is experiencing immense change due to rapid technological advancements and evolving market trends. Communications service providers (CSP) build various solutions.

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How to Fine-Tune Large Language Models with MonsterAPI

Analytics Vidhya

Introduction Imagine if your virtual assistant could understand and anticipate your needs perfectly. This vision is becoming a reality with advancements in large language models (LLMs). However, to tailor these models to specific tasks, fine-tuning is essential. Think of it as sculpting a rough block into a precise masterpiece. MonsterAPI simplifies this process, making fine-tuning […] The post How to Fine-Tune Large Language Models with MonsterAPI appeared first on Analytics Vidhya.

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SandboxAQ Helps Unlock the Next Generation of AI-Driven Chemistry with NVIDIA Technology 

insideBIGDATA

SandboxAQ announced today a groundbreaking advancement that pushes the limits of computational chemistry, impacting fields such as biopharma, chemicals, materials science and other industries. Collaborating with NVIDIA, SandboxAQ leverages Large Quantitative Models (LQMs) and the NVIDIA CUDA-accelerated Density Matrix Renormalization Group (DMRG) algorithm.

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Creating a QA Model with Universal Sentence Encoder and WikiQA

Analytics Vidhya

Introduction In an era where information is at our fingertips, the ability to ask a question and receive a precise answer has become crucial. Imagine having a system that understands the intricacies of language and delivers accurate responses to your queries in an instant. This article explores how to build such a powerful question-answer model […] The post Creating a QA Model with Universal Sentence Encoder and WikiQA appeared first on Analytics Vidhya.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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What is Categorical Data Encoding? 7 Effective Methods

Data Science Dojo

Data is a crucial element of modern-day businesses. With the growing use of machine learning (ML) models to handle, store, and manage data, the efficiency and impact of enterprises have also increased. It has led to advanced techniques for data management, where each tactic is based on the type of data and the way to handle it. Categorical data is one such form of information that is handled by ML models using different methods.

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How to Perform Computer Vision Tasks with Florence-2

Analytics Vidhya

Introduction The introduction of the original transformers paved the way for the current Large Language Models. Similarly, after the introduction of the transformer model, the vision transformer (ViT) was introduced. Like the transformers which excel at understanding text and generating text given a response, vision transformer models were developed to understand images and provide information […] The post How to Perform Computer Vision Tasks with Florence-2 appeared first on Analytics Vid

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What is Artificial General Intelligence? Key Capabilities, Challenges, and Research

Data Science Dojo

Will machines ever think, learn, and innovate like humans? This bold question lies at the heart of Artificial General Intelligence (AGI), a concept that has fascinated scientists and technologists for decades. Unlike the narrow AI systems we interact with today—like voice assistants or recommendation engines—AGI aims to replicate human cognitive abilities, enabling machines to understand, reason, and adapt across a multitude of tasks.

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Nikhil Mishra’s Journey to Becoming a Kaggle Grandmaster

Analytics Vidhya

Introduction Have you ever participated in a Kaggle competition? Have you ever wondered what it takes to win one or to become a Kaggle Grandmaster? H2O.ai’s Senior Data Scientist, Nikhil Kumar Mishra, recently achieved the Kaggle Grandmaster title with his 5th Gold in competitions. He spoke to Analytics Vidhya following the win to share with […] The post Nikhil Mishra’s Journey to Becoming a Kaggle Grandmaster appeared first on Analytics Vidhya.

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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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Open Source AI Is the Path Forward

Hacker News

Mark Zuckerberg outlines why he believes open source AI is good for developers, Meta and the world.

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Don’t buy an iPhone 15 Pro for Apple Intelligence yet

Dataconomy

A post shared today has provided more insights into the anticipated new iPhone SE model, a topic of speculation for a while now. Notably, the leaks suggest that this model could include the A18 chip, indicating Apple’s intention to extend its Apple Intelligence capabilities to more affordable iPhone and iPad models. Next iPhone SE might boast an A18 chip According to Ice Universe , a leaker known for accurate Apple product insights, the upcoming fourth generation iPhone SE could feature a

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How the origins of America's immigrants have changed since 1850

Hacker News

In 2022, the number of immigrants living in the U.S. reached a high of 46.1 million, accounting for 13.8% of the population.

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7 Ways to Employ LangChain Text Splitters for Enhanced Data Processing

Analytics Vidhya

Introduction In our previous article about LangChain Document Loaders, we explored how LangChain’s document loaders facilitate loading various file types and data sources into an LLM application. Can we send the data to the LLM now? Not so fast. LLMs have limits on context window size in terms of token numbers, so any data more […] The post 7 Ways to Employ LangChain Text Splitters for Enhanced Data Processing appeared first on Analytics Vidhya.

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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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Hydrothermal Explosion at Yellowstone National Park

Hacker News

On Tuesday, tourists clad in bucket hats and Converse sneakers were traipsing along the boardwalk in Biscuit Basin when a pool of hot water bubbling up from below the surface of the earth began rising up into the air.

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Federated Learning With Differential Privacy for End-to-End Speech Recognition

Machine Learning Research at Apple

*Equal Contributors While federated learning (FL) has recently emerged as a promising approach to train machine learning models, it is limited to only preliminary explorations in the domain of automatic speech recognition (ASR). Moreover, FL does not inherently guarantee user privacy and requires the use of differential privacy (DP) for robust privacy guarantees.

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Phish-Friendly Domain Registry “.top” Put on Notice

Hacker News

The Chinese company in charge of handing out domain names ending in “ top ” has been given until mid-August 2024 to show that it has put in place systems for managing phishing reports and suspending abusive domains, or else forfeit its license to sell domains. The warning comes amid the release of new findings that.top was the most common suffix in phishing websites over the past year, second only to domains ending in “ com.” Image: Shutterstock.

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When Working Gets Harder With Age

FlowingData

Our physical, mental, and emotional abilities change as we get older, and this can affect the kind of work we do. The National Health Interview Survey (NHIS) asks people if they’ve run into such limitations. These charts show the shifts by age, based on the 2023 sample.

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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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Intent to End OCSP Service

Hacker News

Today we are announcing our intent to end Online Certificate Status Protocol (OCSP) support in favor of Certificate Revocation Lists (CRLs) as soon as possible. OCSP and CRLs are both mechanisms by which CAs can communicate certificate revocation information, but CRLs have significant advantages over OCSP. Let’s Encrypt has been providing an OCSP responder since our launch nearly ten years ago.

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CrowdStrike IT Outage Highlights Need For Tighter Operational Updates

MoorInsights for Forbes

One of the largest IT outages ever has grounded airlines, halted stock exchanges, disrupted emergency services and led to huge losses for CrowdStrike and its customers.

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Physicists may now have a way to make element 120 – the heaviest ever

Hacker News

A method that helped create two atoms of the rare, super-heavy element livermorium may pave the way towards making the hypothetical element 120

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Llama 3.1 models are now available in Amazon SageMaker JumpStart

AWS Machine Learning Blog

Today, we are excited to announce that the state-of-the-art Llama 3.1 collection of multilingual large language models (LLMs), which includes pre-trained and instruction tuned generative AI models in 8B, 70B, and 405B sizes, is available through Amazon SageMaker JumpStart to deploy for inference. Llama is a publicly accessible LLM designed for developers, researchers, and businesses to build, experiment, and responsibly scale their generative artificial intelligence (AI) ideas.

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The Ultimate Guide to Apache Airflow DAGS

With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you