Tue.Aug 13, 2024

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Databricks SQL Serverless is now available on Google Cloud Platform

databricks

Databricks SQL Serverless is now Generally Available on Google Cloud Platform (GCP)! SQL Serverless is available in 7 GCP regions and 40+ regions across AWS, Azure and GCP.

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Synthetic Data Solves AI’s Biggest Problem

insideBIGDATA

In this contributed article, Kalyan Veeramachaneni, co-founder and CEO of DataCebo, discusses how synthetic data is a useful application of AI technology that is already delivering real, tangible value to customers. More than mere fake data, synthetic data supports data-driven business systems throughout their lifecycle, particularly where ongoing access to production data is impractical or ill-advised.

AI 259
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Top 10 GitHub Repositories to Master Statistics

Analytics Vidhya

Introduction Statistics is a cornerstone of data science, machine learning, and many analytical domains. Mastering it can significantly enhance your ability to interpret data and make informed decisions. GitHub hosts numerous repositories that are excellent resources for anyone looking to deepen their statistical knowledge. This looks at the top 10 GitHub repositories that can help […] The post Top 10 GitHub Repositories to Master Statistics appeared first on Analytics Vidhya.

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Major AI Act Will Heavily Impact The Unprepared & Indecisive

insideBIGDATA

Last week, the EU’s AI Act finally went into effect following final approval from EU member states, lawmakers, and the European Commission. The AI Act aims to govern how companies develop, use, and apply AI. This will be done via a risk-based approach to regulation. Each AI application will be monitored and categorized based on the “risk it poses to human society.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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A Comprehensive Guide on LLM Quantization and Use Cases

Analytics Vidhya

Introduction Large Language Models (LLMs) have demonstrated unparalleled capabilities in natural language processing, yet their substantial size and computational requirements hinder their deployment. Quantization, a technique to reduce model size and computational cost, has emerged as a critical solution. This paper provides a comprehensive overview of LLM quantization, delving into various quantization methods, their impact […] The post A Comprehensive Guide on LLM Quantization and Use C

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Announcing the Generative AI World Cup: A Global Hackathon by Databricks

databricks

Welcome to the Generative AI World Cup , a global hackathon inviting participants to develop innovative Generative AI applications that solve real-world problems.

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Announcing the Generative AI World Cup 2024: A Global Hackathon by Databricks

databricks

Welcome to the Generative AI World Cup 2024 , a global hackathon inviting participants to develop innovative Generative AI applications that solve real-world.

AI 270
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Violin Plots: A Tool for Visualizing Data Distributions

Analytics Vidhya

Introduction This article explores violin plots, a powerful visualization tool that combines box plots with density plots. It explains how these plots can reveal patterns in data, making them useful for data scientists and machine learning practitioners. The guide provides insights and practical techniques to use violin plots, enabling informed decision-making and confident communication of […] The post Violin Plots: A Tool for Visualizing Data Distributions appeared first on Analytics Vid

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A Comprehensive Guide to Understand and Implement LLM-Powered SEO

Data Science Dojo

Search engine optimization (SEO) is an essential aspect of modern-day digital content. With the increased use of AI tools, content generation has become easily accessible to everyone. Hence, businesses have to strive hard and go the extra mile to stand out on digital platforms. Since content is a crucial element for all platforms, adopting proper SEO practices ensures that you are a prominent choice for your audience.

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Comprehensive Guide to Advanced Python Programming

Analytics Vidhya

Introduction In the previous article, we discussed the comprehensive overview of the “Python Programming Language and its built-in Data Structure.” We have also discussed the importance of learning Python to stay relevant in today’s competitive data science market, where many people have already been laid off due to the automation of tasks and the rise […] The post Comprehensive Guide to Advanced Python Programming appeared first on Analytics Vidhya.

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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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Free Tools Every ML Beginner Should Use

Machine Learning Mastery

We have all experienced it: starting is the toughest part of any journey. So getting started in the ML field wouldn’t be any different. This is why today I want to highlight some of the essential tools that every beginner — or person willing to get started — with ML should be using. Jupyter Notebook […] The post Free Tools Every ML Beginner Should Use appeared first on MachineLearningMastery.com.

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Exploring MoViNets: Efficient Mobile Video Recognition

Analytics Vidhya

Introduction Let us dive into the fascinating world of mobile video recognition with “MoViNets Unleashed”! This blog takes you on an exploration of how MoViNets are transforming video analysis on mobile devices, combining cutting-edge techniques like neural architecture search, stream buffering, and temporal ensembling. Discover how these innovative models, built on the robust architectures, are […] The post Exploring MoViNets: Efficient Mobile Video Recognition appeared first

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How to Deal with Missing Data Using Interpolation Techniques in Pandas

KDnuggets

Stop data from dropping out - learn how to handle missing data like a pro using interpolation techniques in Pandas.

Python 247
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Top 10 Telephonic Interview Tips

Analytics Vidhya

Introduction Passing a phone interview may be a criterion for consideration to the next stage of an interview for the next job. It is possibly the only occasion one gets to form a good impression on a prospective employer before the world but without the benefit of a face-to-face conversation. You can do this much […] The post Top 10 Telephonic Interview Tips appeared first on Analytics Vidhya.

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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.

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Using NumPy to Perform Date and Time Calculations

KDnuggets

NumPy allows you to easily create arrays of dates, perform arithmetic on dates and times, and convert between different time units with just a few lines of code.

Python 188
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Llama 3 vs Llama 3.1 : Which is Better for Your AI Products?

Analytics Vidhya

Introduction On July 23rd, 2024, Meta released its latest flagship model, Llama 3.1 405B, along with smaller variants: Llama 3.1 70B and Llama 3.1 8B. This release came just three months after the introduction of Llama 3. While Llama 3.1 405B outperforms GPT-4 and Claude 3 Opus in most benchmarks, making it the most powerful […] The post Llama 3 vs Llama 3.1 : Which is Better for Your AI Products?

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Inside the World of Algorithmic FX Trading: Strategies, Challenges, and Future Trends

Dataconomy

The foreign exchange (FX) market, where currencies are traded against each other, has a rich history dating back centuries. Historically, FX trading was primarily conducted through physical exchanges, with traders relying on their intuition and experience to make decisions. However, the advent of electronic trading in the late 20th century revolutionized the FX market, opening it up to a wider range of participants and increasing trading volumes exponentially.

Algorithm 186
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Using Cluster Analysis to Segment Your Data

KDnuggets

Uncover the potential of cluster analysis for segmenting, analyzing, and gaining insights from groups of similar data.

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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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Disney Seeks Dismissal Wrongful Death Lawsuit b/c Victim Is Disney+ Subscriber

Hacker News

Disney has asked a Florida court to dismiss a wrongful death lawsuit filed earlier this year regarding a woman who passed away due to anaphylaxis after a meal at Disney Springs, citing an arbitration waiver in the terms and conditions for Disney+.

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Intelligent healthcare forms analysis with Amazon Bedrock

AWS Machine Learning Blog

Generative artificial intelligence (AI) provides an opportunity for improvements in healthcare by combining and analyzing structured and unstructured data across previously disconnected silos. Generative AI can help raise the bar on efficiency and effectiveness across the full scope of healthcare delivery. The healthcare industry generates and collects a significant amount of unstructured textual data, including clinical documentation such as patient information, medical history, and test result

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Rust Atomics and Locks by Mara Bos

Hacker News

Low-level Concurrency in Practice. This practical book helps Rust programmers of all levels gain a clear understanding of low-level concurrency. You'll learn everything about atomics and memory ordering and how they're combined with basic operating system APIs to build common primitives like mutexes and condition variables. Once you're done, you'll have a firm grasp of how Rust's memory model, the processor, and the role of the operating system all fit together.

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Clicks Keyboard Review: Bringing The Spirit Of Blackberry To An IPhone

MoorInsights for Forbes

Clicks has introduced a physical keyboard for iPhone 14 and 15 models that is simple to install, frees up screen space and has been enjoyable to use for our reviewer.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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From object transition to RCE in the Chrome renderer

Hacker News

In this post, I'll exploit CVE-2024-5830, a type confusion in Chrome that allows remote code execution (RCE) in the renderer sandbox of Chrome by a single visit to a malicious site.

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Think Better

O'Reilly Media

Over the years, many of us have become accustomed to letting computers do our thinking for us. “That’s what the computer says” is a refrain in many bad customer service interactions. “That’s what the data says” is a variation—“the data” doesn’t say much if you don’t know how it was collected and how the data analysis was performed. “That’s what GPS says”—well, GPS is usually right, but I have seen GPS systems tell me to go the wrong way down a one-way street.

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ARPA-H announces awards to develop novel technologies for precise tumor removal

Hacker News

The Advanced Research Projects Agency for Health (ARPA-H) supports transformative research to drive biomedical and health breakthroughs ranging from molecular to societal to provide transformative health solutions for all.

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Uncertain risk behind climate change models

FlowingData

To demonstrate the level of uncertainty in using climate forecasting models, Bloomberg compared two models that estimate the same type of flood risk in the same geographic area. In the abstract, maybe the differences don’t seem like such a big deal. It’s a thought exercise. But when governments create policies and insurance companies set rates based on the estimates, the choices behind the forecasts weigh more heavily.

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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NIST Announces Post-Quantum Cryptography Standards

Hacker News

Today, almost all data on the Internet, including bank transactions, medical records, and secure chats, is protected with an encryption scheme called RSA (named after its creators Rivest, Shamir, and Adleman ). This scheme is based on a simple fact—it is virtually impossible to calculate the prime factors of a large number in a reasonable amount of time, even on the world’s most powerful supercomputer.

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From checkers to chess: A brief history of IBM AI

IBM Journey to AI blog

Whether you realize it or not, you might be interacting with IBM watsonx™ daily, such as when booking a flight , speaking with customer service , working with IT , playing fantasy football , or engaging in numerous other activities. While the growing popularity of consumer AI chatbots have led many companies to recently enter the artificial intelligence (AI) space, IBM’s journey with AI has been decades in the making.

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Dune Scientists Observe First Neutrinos with Prototype Detector at Fermilab

Hacker News

DUNE’s prototype particle detection system, designed and built by a collaboration led by Berkeley Lab, has successfully recorded its first neutrino tracks.

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Call center AI for customer experience management: a case study

Snorkel AI

In an effort to protect revenue, even the largest global systemically important financial institutions (G-SIFIs) are investing in their systems and teams to offer exceptional and seamless customer service across all channels. In my role at Snorkel AI, I recently had the pleasure of working on a project with one of the largest U.S. financial institutions to revolutionize how their call centers, perhaps the most information-rich channel, are informing customer experience management.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.