Tue.Feb 20, 2024

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Compromising on your Data Stack? Solving Top Analytics Challenges

insideBIGDATA

Organizations face more pressure than ever to be data-driven, but as economic challenges loom they are forced to do more with less with their IT budgets, making compromises with their analytics databases that end up hindering their data-driven initiatives. In this article, Exasol’s North American Business Lead, John Knieriemen, shares some best practices for how organizations can address these analytics challenges.

Analytics 395
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New-Gen Text-to-Video Tool: Sora by OpenAI

Analytics Vidhya

Introduction The ongoing evolution of AI-driven video creation technology continues. Its undeniable impact is reshaping and democratizing the entire video production landscape, representing a significant leap in AI’s role in video creation. But have you ever thought one could create an HD video just by writing a prompt? With the advancements in artificial intelligence, particularly […] The post New-Gen Text-to-Video Tool: Sora by OpenAI appeared first on Analytics Vidhya.

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6 YouTube Channels to Learn about AI

KDnuggets

Are you looking into learning about AI? YouTube is your first stop.

AI 338
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You can now Create Stunning Presentations using Tome AI

Analytics Vidhya

Do you spend hours putting your deck together? Say goodbye to tedious manual work and hello to a smarter way of presentation making. In this guide, we’ll explore how you can use Tome AI, a powerful tool fueled by artificial intelligence, to generate stunning AI presentations effortlessly. What is Tome AI? Tome AI is an […] The post You can now Create Stunning Presentations using Tome AI appeared first on Analytics Vidhya.

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Airflow Best Practices for ETL/ELT Pipelines

Speaker: Kenten Danas, Senior Manager, Developer Relations

ETL and ELT are some of the most common data engineering use cases, but can come with challenges like scaling, connectivity to other systems, and dynamically adapting to changing data sources. Airflow is specifically designed for moving and transforming data in ETL/ELT pipelines, and new features in Airflow 3.0 like assets, backfills, and event-driven scheduling make orchestrating ETL/ELT pipelines easier than ever!

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Python in Finance: Real Time Data Streaming within Jupyter Notebook

KDnuggets

Learn a modern approach to stream real-time data in Jupyter Notebook. This guide covers dynamic visualizations, a Python for quant finance use case, and Bollinger Bands analysis with live data.

Python 332
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What is Python’s Counter?

Analytics Vidhya

Introduction Python’s Counter is a robust data structure conveniently counts elements in an iterable. It is part of the collections module and offers various functionalities for counting, combining, and manipulating data. In this article, we will explore the basics of Counters, everyday use cases, advanced techniques, and tips for optimizing performance using Python’s Counter effectively. […] The post What is Python’s Counter?

Python 305

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Groq: The Newbie Shaking Up AI Giants

Analytics Vidhya

In the realm of artificial intelligence (AI), a newcomer has emerged, poised to disrupt the dominance of established giants like Nvidia and challenge the status quo. Groq, a relatively unknown startup, is making waves with its innovative approach to AI processing, particularly with its Language Processing Unit (LPU). Let’s delve into the details of Groq’s […] The post Groq: The Newbie Shaking Up AI Giants appeared first on Analytics Vidhya.

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DataStax and LlamaIndex Partner to Make Building RAG Applications Easier than Ever for GenAI Developers

insideBIGDATA

DataStax, the Gen AI data company, today announced its out-of-the-box retrieval augmented generation (RAG) solution, RAGStack, is now generally available powered by LlamaIndex as an open source framework, in addition to LangChain. DataStax RAGStack for LlamaIndex is also the first partner to support an integration (currently in public preview) with LlamaIndex’s LlamaParse, which gives developers using Astra DB a simple API to efficiently parse and transform complex PDFs into vectors in minutes.

AI 243
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30+ MCQs on Python List Manipulation

Analytics Vidhya

Welcome to the Python List Manipulation MCQs! Lists are versatile data structures in Python, allowing you to store and manipulate collections of items efficiently. These questions will test your knowledge of various list manipulation techniques in Python, including appending, slicing, sorting, and more. Each question is multiple-choice, with only one correct answer.

Python 291
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PrintListener proves a James Bond-like fingerprint hack actually exists

Dataconomy

Researchers in China and the US have revealed a novel fingerprint hack named PrintListener capable of stealing your fingerprint data, not from photos or lifted prints, but from the faint sound your finger makes when swiping your smartphone screen. Fingerprint authentication has become synonymous with security on our smartphones and devices. Worth an estimated $100 billion by 2032, the market reflects our deep trust in biometric protection.

Database 202
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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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Class and Instance Attributes in Python

Analytics Vidhya

Introduction When working with Python, it’s essential to understand the concept of class and instance attributes. These attributes are crucial in defining the behavior and characteristics of objects in a program. This article will explore the differences between class and instance attributes, how to declare and access them, and best practices for using them effectively. […] The post Class and Instance Attributes in Python appeared first on Analytics Vidhya.

Python 291
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Transforming People Operations: Can Generative AI Outperform Humans?

Data Science Dojo

People operations are an integral part of any organization. Disruptive technologies tend to spark equal parts interest and fear in those related to these operations as they are directly affected by them. Impact of generative AI on people operations Generative AI (artificial intelligence) has had similar effects where its accessibility and a vast variety of use cases have created a buzz that has led to a profound impact on jobs of every nature.

AI 195
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30+ MCQs on Python Dictionary Manipulation

Analytics Vidhya

Welcome to the Python Dictionary Manipulation MCQs! Dictionaries are versatile data structures in Python, allowing you to store key-value pairs and perform various operations such as adding, removing, updating, and accessing elements efficiently. These questions will test your understanding of various dictionary manipulation techniques, including methods for adding and removing items, accessing values by keys, […] The post 30+ MCQs on Python Dictionary Manipulation appeared first on Analyt

Python 290
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ZERO10’s multi-task ML model provides real-time AR try-on for fashion

Dataconomy

ZERO10 , a prominent player in the fashion industry’s virtual try-on (VTO) space, has introduced its novel Multi-Task ML model. This development, mirroring concepts used by industry giants like Tesla, has the potential to transform AI-powered solutions, specifically within real-time AR try-on experiences. A fundamental challenge of VTO lies in achieving real-time processing without sacrificing visual quality.

ML 184
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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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Google Introduces Magika: AI-Powered Cybersecurity Tool

Analytics Vidhya

In a bid to bolster cybersecurity measures, Google has unveiled Magika, an AI-driven file detection tool aimed at identifying malicious files with unprecedented speed and accuracy. With its unique deep-learning model, Magika promises to revolutionize how binary and textual file formats are identified, marking a significant milestone in the ongoing battle against cyber threats.

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Don't Fall for the Latest Changes to the Dangerous Kids Online Safety Act

Hacker News

The authors of the dangerous Kids Online Safety Act (KOSA) unveiled an amended version this week, but it’s still an unconstitutional censorship bill that continues to empower state officials to target services and online content they do not like.

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30+ MCQs on Python Tuple Manipulation

Analytics Vidhya

Welcome to the Python Tuples Manipulation MCQs! Tuples are immutable data structures in Python, commonly used to store collections of items that should not be changed. These questions will assess your understanding of tuple manipulation techniques in Python, including indexing, unpacking, concatenation, and more. Each question is multiple-choice, with only one correct answer.

Python 284
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Let's Build the GPT Tokenizer (by Andrej Karpathy) [video]

Hacker News

The Tokenizer is a necessary and pervasive component of Large Language Models (LLMs), where it translates between strings and tokens (text chunks). Tokenizer.

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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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30+ MCQs on Python Sets and Sets Operations

Analytics Vidhya

Welcome to the Python Sets and Set Operations MCQs! Sets are unordered collections of unique elements in Python, offering powerful operations for set manipulation such as union, intersection, difference, and more. These questions will test your knowledge of various set operations and techniques, including adding elements, removing duplicates, performing set operations, and checking membership.

Python 270
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Signal: Keep your phone number private with Signal usernames

Hacker News

Signal’s mission and sole focus is private communication. For years, Signal has kept your messages private, your profile information (like your name and profile photo) private, your contacts private, and your groups private – among much else. Now we’re taking that one step further, by making your.

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SoftBank Plans $100 Billion AI Chip Venture ‘Izanagi’

Analytics Vidhya

Masayoshi Son, the visionary founder of SoftBank Group Corporation, is embarking on a monumental endeavor with the launch of Project Izanagi. This initiative aims to secure an unprecedented $100 billion for the development of cutting-edge artificial intelligence (AI) chips, poised to rival the dominance of Nvidia Corporation in the AI chip market. Named after the […] The post SoftBank Plans $100 Billion AI Chip Venture ‘Izanagi’ appeared first on Analytics Vidhya.

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Fingerprints can be recreated from the sounds made when you swipe a screen

Hacker News

Researchers outline the PrintListener side-channel attack, which is claimed to be the first to leverage swiping sounds to infer fingerprint information. They claim they can successfully attack up to 27.9% of partial fingerprints.

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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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Largest COVID vaccine study identifies small risks

Dataconomy

In a landmark development, the largest COVID vaccine study ever, encompassing data from 99 million people across eight countries, has identified some potential risks associated with the shot. Researchers from the Global Vaccine Data Network (GVDN) analyzed the data to track any increases in 13 different medical conditions in the period after individuals received a COVID vaccine, reports Fox News.

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Walmart to buy TV maker Vizio for $2.3B

Hacker News

Walmart touted the ability to grow its ad business through a Vizio TV platform that allows users to watch free ad-supported content.

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A Step-by-Step Guide to PromptPerfect, the AI Prompt Generator

Analytics Vidhya

Introduction In the landscape of data science and content creation, the demand for innovative tools that streamline the creative process is ever-present. PromptPerfect is a formidable solution, leveraging advanced AI technology to provide tailored text and image generation prompts. As professionals deeply entrenched in data science, we understand the importance of leveraging advanced solutions to […] The post A Step-by-Step Guide to PromptPerfect, the AI Prompt Generator appeared first on

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Study suggests a 'dark mirror' universe within ours where atoms failed to form

Hacker News

The invisible substance called dark matter remains one of the biggest mysteries in cosmology. Perhaps, a new study suggests, this strange substance arises from a 'dark mirror universe' that's been linked to ours since the dawn of time.

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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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Climate change predictions: Anticipating and adapting to a warming world

IBM Journey to AI blog

In an era of accelerating climate change , predicting the near-future can yield major benefits. For instance, when utility officials are aware that a heat wave is on its way, they can plan energy procurement to prevent power outages. When farmers in drought-prone regions are able to predict which crops are susceptible to failure , they can deploy additional irrigation.

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Vietnam to collect biometrics – even DNA – for new ID cards

Hacker News

Iris scan, voice samples and blood type to be included in database

Database 181
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Streamline diarization using AI as an assistive technology: ZOO Digital’s story

AWS Machine Learning Blog

ZOO Digital provides end-to-end localization and media services to adapt original TV and movie content to different languages, regions, and cultures. It makes globalization easier for the world’s best content creators. Trusted by the biggest names in entertainment, ZOO Digital delivers high-quality localization and media services at scale, including dubbing, subtitling, scripting, and compliance.

AWS 131
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Microsoft Is Spying on Users of Its AI Tools

Hacker News

Microsoft announced that it caught Chinese, Russian, and Iranian hackers using its AI tools—presumably coding tools—to improve their hacking abilities. From their report : In collaboration with OpenAI, we are sharing threat intelligence showing detected state affiliated adversaries—tracked as Forest Blizzard, Emerald Sleet, Crimson Sandstorm, Charcoal Typhoon, and Salmon Typhoon—using LLMs to augment cyberoperations.

AI 181
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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.