Tue.Aug 13, 2024

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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 329
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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.

Analytics 319
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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.

SQL 328
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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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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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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 312
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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.

ML 292

More Trending

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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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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.

AI 264
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Building a Food Vision WebApp with Gemini Flash 1.5 Model and Flask

Analytics Vidhya

Introduction In this fast-changing landscape of AI, efficiency and scalability become paramount. Developers are actively reaching out to those models that provide high performance at a reduced cost with lower latency and better scalability. Enter Gemini Flash 1.5 a new release that retains all the great features of Gemini 1.1 and offers even better performance […] The post Building a Food Vision WebApp with Gemini Flash 1.5 Model and Flask appeared first on Analytics Vidhya.

Analytics 289
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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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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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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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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.

AI 243
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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

Analytics 283
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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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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.

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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.

Algorithm 195
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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 185
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Grok-2 Beta Release

Hacker News

We announce our new Grok-2 and Grok-2 mini models.

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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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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?

AI 162
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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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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.

AI 124
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Ozempic is changing people's skin, say plastic surgeons

Hacker News

“It becomes like an old, overused rubberband.

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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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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.

AI 116
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Inside the "3 Billion People" National Public Data Breach

Hacker News

I decided to write this post because there's no concise way to explain the nuances of what's being described as one of the largest data breaches ever. Usually, it's easy to articulate a data breach; a service people provide their information to had someone snag it through an act of unauthorised access and publish a discrete corpus of information that can be attributed back to that source.

Database 182
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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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The Webb Telescope Further Deepens the Biggest Controversy in Cosmology

Hacker News

A long-awaited study of the cosmic expansion rate suggests that when it comes to the Hubble tension, cosmologists are still missing something.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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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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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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Bringing High-Value Sustainability to the Data Center

Dataversity

Data storage plays a critical role in the current environmental landscape, and power and cooling requirements and expenses are now a substantial consideration in data center design. While data is invaluable for driving innovation and decision-making when analytics is applied, storage and management methods have substantial environmental consequences.

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John Rawls, liberalism and what it means to live a good life

Hacker News

For John Rawls, liberalism was more than a political project: it is the best way to fashion a life that is worthy of happiness

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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?