Analytics Vidhya

JANUARY 28, 2024

Introduction In the realm of natural language processing (NLP) technology, we encounter different models serving distinct purposes. There are both free and paid models available. In the paid section, the OpenAI Library provides a range of models, all of which are grounded in the transformer architecture. Over time, numerous models have been developed based on […] The post Create a Multilingual Q&A Chatbot Easily with BLOOM’s Free Tools appeared first on Analytics Vidhya.

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Natural Language Processing Analytics Analytics AI 265

Machine Learning Research at Apple

JANUARY 28, 2024

Machine learning (ML) models are fundamentally shaped by data, and building inclusive ML systems requires significant considerations around how to design representative datasets. Yet, few novice-oriented ML modeling tools are designed to foster hands-on learning of dataset design practices, including how to design for data diversity and inspect for data quality.

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Machine Learning Machine Learning ML ML 263

Hacker News

JANUARY 28, 2024

Sometimes, improving your application CSS just takes a one-line upgrade or enhancement! Learn about 12 properties to start incorporating into your projects, and enjoy reducing technical debt, removing JavaScript, and scoring easy wins for user experience.

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Machine Learning Research at Apple

JANUARY 28, 2024

Recent advances in deep learning and automatic speech recognition (ASR) have enabled the end-to-end (E2E) ASR system and boosted its accuracy to a new level. The E2E systems implicitly model all conventional ASR components, such as the acoustic model (AM) and the language model (LM), in a single network trained on audio-text pairs. Despite this simpler system architecture, fusing a separate LM, trained exclusively on text corpora, into the E2E system has proven to be beneficial.

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System Architecture Deep Learning Deep Learning 130

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!

Hacker News

JANUARY 28, 2024

Language is an instrument of great precision and poignancy — our best tool for telling each other what the world is and what we are, for conveying the blueness of blue and the wonder of being…

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Machine Learning Research at Apple

JANUARY 28, 2024

Representations from models such as Bidirectional Encoder Representations from Transformers (BERT) and Hidden units BERT (HuBERT) have helped to achieve state-of-the-art performance in dimensional speech emotion recognition. Both HuBERT, and BERT models generate fairly large dimensional representations, and such models were not trained with emotion recognition task in mind.

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Machine Learning Research at Apple

JANUARY 28, 2024

Tracking biosignals is crucial for monitoring wellness and preempting the development of severe medical conditions. Today, wearable devices can conveniently record various biosignals, creating the opportunity to monitor health status without disruption to one's daily routine. Despite the widespread use of wearable devices and existing digital biomarkers, the absence of curated data with annotated medical labels hinders the development of new biomarkers to measure common health conditions.

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Hacker News

JANUARY 28, 2024

Moody's found 21 million "red flags" in its an analysis of shell companies. One listed director — at 942 years old — would have been born in the 11th century.

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Machine Learning Research at Apple

JANUARY 28, 2024

We study differentially private stochastic convex optimization (DP-SCO) under user-level privacy where each user may hold multiple data items. Existing work for user-level DP-SCO either requires super-polynomial runtime or requires number of users that grows polynomially with the dimensionality of the problem. We develop new algorithms for user-level DP-SCO that obtain optimal rates, run in polynomial time, and require a number of users that grow logarithmically in the dimension.

Algorithm 100

Algorithm 100

Hacker News

JANUARY 28, 2024

Before the Internet, if we wanted to read up-to-the-minute news or weather, we had Teletext. It is a low-bandwidth text standard that used to be sent via the hidden black border on TV signals. BBC Micro and Master computers had a Teletext character generator chip and mode, which they actually booted into by default.

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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.

Dataconomy

JANUARY 28, 2024

Yes, you read that right. The JSSC paper leak 2024 incident has obviously caused the exam to be canceled. Many people were looking forward to this exam, to show their capabilities and have a secure life, but with the recent news, all of these dreams have been delayed for unfortunate reasons. The JSSC CGL 2023 examination, which had faced multiple delays, finally began on January 28 and was originally set to conclude on February 4.

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Hacker News

JANUARY 28, 2024

I spent a fair portion of my adult life working for large tech companies. In all my interactions with peers, no other topic caused as much cynicism and angst as the question of performance management — that is, the labyrinthine processes the companies follow for deciding who to fire and who to reward for exemplary work.

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Smart Data Collective

JANUARY 28, 2024

Last year, Francesca Minerva and Alberto Giubilini wrote a great article on the possibility that AI will be the future of the mental health profession. They talked about many of the benefits of using AI, including diagnosing mental health issues and recognizing patterns better than humans.

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AI AI Artificial Intelligence Artificial Intelligence 103

Hacker News

JANUARY 28, 2024

Stable Diffusion may soon have some competition when it comes to open-source image generators. In its latest iteration, PixArt becomes faster and more accurate while maintaining a relatively high resolution.

AI 171

AI AI 171

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!

Towards AI

JANUARY 28, 2024

Last Updated on January 29, 2024 by Editorial Team Author(s): Reinhard Sellmair Originally published on Towards AI. Photo by EJ Strat on Unsplash Sk-learn offers a wide variety of models that can be easily plugged in and tested due to their modular design. Furthermore, modularity also allows the combination of models with multiple pre-processing steps to create a pipeline that processes data to features that are then fed to the model.

Clustering 90

Clustering AI AI Machine Learning 90

Hacker News

JANUARY 28, 2024

After multiple delays and even a few faint glimmers of hope, a Hong Kong court has sounded the death knell for what was once China’s biggest real estate firm.

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Towards AI

JANUARY 28, 2024

Last Updated on January 29, 2024 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Medal-worthy Olympic data visuals with modular promptingDall-E image: thick dripping oil painting of the (inaccurate) dashboard displayed on a computer screen With GPT-4, even a complete Streamlit beginner can use the Python StreamLit library to create a data visualization masterpiece.

Data Visualization 90

Data Visualization Python AI AI 90

Hacker News

JANUARY 28, 2024

Cron scripts are responsible for critical Slack functionality. They ensure reminders execute on time, email notifications are sent, and databases are cleaned up, among other things. Over the years, both the number of cron scripts and the amount of data these scripts process have increased.

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Database 169

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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.

Towards AI

JANUARY 28, 2024

Last Updated on January 29, 2024 by Editorial Team Author(s): Cassidy Hilton Originally published on Towards AI. Recapping the Cloud Amplifier and Snowflake Demo The combined power of Snowflake and Domo’s Cloud Amplifier is the best-kept secret in data management right now — and we’re reaching new heights every day. If you missed our demo, we dive into the technical intricacies of architecting it below.

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ETL Python Database Data Preparation 88

Hacker News

JANUARY 28, 2024

the works explore a range of geometric forms taking over unexpected spaces, marked by celebrated imperfections and visual densities. The post fontface’s geometric explorations of minimalism take over walls, canvases, and posters appeared first on designboom | architecture & design magazine.

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Towards AI

JANUARY 28, 2024

Last Updated on January 29, 2024 by Editorial Team Author(s): Saif Ali Kheraj Originally published on Towards AI. Image by [link] Machine learning, data mining, deep learning, and advanced optimization algorithms all rely heavily on linear algebra. In this post, we will go over some of the most fundamental concepts, including Gaussian elimination, Inverse matrices, and the concept of linear dependence and independence.

Machine Learning 88

Machine Learning Machine Learning Deep Learning Deep Learning 88

Hacker News

JANUARY 28, 2024

A brand new era for the RWKV-v5 architecture and linear transformer's has arrived - with the strongest multi-lingual model in open source today

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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?

Business Intelligence

Towards AI

JANUARY 28, 2024

Last Updated on January 29, 2024 by Editorial Team Author(s): Maciej Balawejder Originally published on Towards AI. One of the unfortunate properties of computer vision models is that performance deteriorates with time, leading to less reliable results. Since these models are trained on static images when deployed in production environments with constantly changing data, the patterns they’ve learned become outdated.

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AI AI Machine Learning Machine Learning 82

Hacker News

JANUARY 28, 2024

European scientists have gathered tiny fungi that take shelter in Antarctic rocks and sent them to the International Space Station. After 18 months on board in conditions similar to those on Mars, more than 60% of their cells remained intact, with stable DNA. The results provide new information for the search for life on the red planet. Lichens from the Sierra de Gredos (Spain) and the Alps (Austria) also travelled into space for the same experiment.

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SAS Software

JANUARY 28, 2024

Use SAS DATA step to split a large binary file into smaller pieces, which can help with file upload operations, The post How to split a large file into smaller chunks using SAS appeared first on SAS Blogs.

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Hacker News

JANUARY 28, 2024

The Mona Lisa painting has been targeted with soup, but did not seem hit directly as it is protected by a clear casing, France Info public radio reported Sunday morning.

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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.

Towards AI

JANUARY 28, 2024

Last Updated on January 29, 2024 by Editorial Team Author(s): Alon Cohen Originally published on Towards AI. The Chat Analyzer Table of Content · Why Did I Write This Article?· How does it work?· Data Normalization· Section A: Basic Statistic· Section B: User-Level Analysis ∘ Most Frequent Emoji (Top Freq N) ∘ Most Associated Emoji (Class-based TF-IDF)· Section C: Text Analysis ∘ Chat Explorer ∘ Conversations Summarizer· Section D: Geographics· Conclusion Why Did I Write This Article?

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AI AI Machine Learning Machine Learning 70

Hacker News

JANUARY 28, 2024

By Eric Niderost When Albert Einstein arrived in Pasadena, California, in early 1933, he was to take up his duties as visiting professor at the California Institute of Technology for about three months.

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Data Science 101

JANUARY 28, 2024

Interested in the different sounds of the Logitech MX Mechanical Keyboards? This video attempts to highlight the different sounds. Really, the clicky keyboard clearly stands out with the most defining sound. I enjoy the clicky sound. Purchase Your Choice of the Logitech MX Mechanical Keyboard Click the button below and then select the style and size of the keyboard.

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Hacker News

JANUARY 28, 2024

Years ago I spent some time analyzing Candle-Flicker LEDs that contain an integrated circuit to mimic the flickering nature of real candles. Artificial candles have evolved quite a bit since then, now including magnetically actuated "flames" an even better candle-emulation.

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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.