Data Science Current

Slack Data Engineering: Design and Architecture

Analytics Vidhya

AUGUST 10, 2021

The post Slack Data Engineering: Design and Architecture appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Ref :[link] Introduction: Slack is a communication platform. Users send.

Data Engineering

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Jim Keller and his pioneering work on chip design and architecture

Hacker News

AUGUST 5, 2023

Here is a chronicle of chip designer Jim Keller’s journey, which spans four semiconductor architectures: x86, PowerPC, MIPS, and Arm.

An open-source gymnasium for machine learning assisted computer architecture design

Google Research AI blog

JULY 11, 2023

Posted by Amir Yazdanbakhsh, Research Scientist, and Vijay Janapa Reddi, Visiting Researcher, Google Research Computer Architecture research has a long history of developing simulators and tools to evaluate and shape the design of computer systems. learning rate, warm-up steps, etc.).

Machine Learning

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Webinars

How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

The Project Clinic: Assessing Project Health, Planning, and Execution

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Using Neural Networks to Design Neural Networks: The Definitive Guide to Understand Neural Architecture Search

KDnuggets

OCTOBER 14, 2019

A recent survey outlined the main neural architecture search methods used to automate the design of deep learning systems.

Deep Learning

Deep Learning Deep Learning Machine Learning Machine Learning

Best Practices for Deploying & Scaling Embedded Analytics

Read more about how to simplify the deployment and scalability of your embedded analytics, along with important considerations for your: Environment Architecture: An embedded analytics architecture is very similar to a typical web architecture. Deployment: Benefits and drawbacks of hosting on premises or in the cloud.

Analytics

Accelerate Neural Network Training Using the Net2Net Method

Analytics Vidhya

FEBRUARY 6, 2024

Introduction Creating new neural network architectures can be quite time-consuming, especially in real-world workflows where numerous models are trained during the experimentation and design phase. In addition to being wasteful, the traditional method of training every new model from scratch slows down the entire design process.

Analytics

Analytics Analytics Deep Learning Deep Learning

Transformer models: A guide to understanding different transformer architectures and their uses

Data Science Dojo

MARCH 23, 2024

These refer to a type of neural network architecture that excels at tasks involving sequences. While we have talked about the details of a typical transformer architecture, in this blog we will explore the different types of the models. This concludes our exploration of architecture-based transformer models.

Natural Language Processing

Natural Language Processing AI AI

Tim Fu uses "Midjourney for architecture" to transform crumpled paper into starchitect buildings

Flipboard

JUNE 29, 2023

Designer Tim Fu has used LookX, an artificial intelligence tool trained on architecture, to turn squashed paper into building models that evoke designs by architects Frank Gehry and Zaha Hadid. Top image: an AI-designed building in the style of SANAA. Top image: an AI-designed building in the style of SANAA.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Algorithm Database

Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals

Machine Learning Research at Apple

APRIL 14, 2024

In this study, our aim is to design a general-purpose architecture for biosignals that can be easily trained on multiple modalities and can be adapted to new modalities or tasks with ease.

Big Book of MLOps Updated for Generative AI

databricks

OCTOBER 30, 2023

Last year, we published the Big Book of MLOps, outlining guiding principles, design considerations, and reference architectures for Machine Learning Operations (MLOps).

Machine Learning

Machine Learning Machine Learning AI AI

How Perfectly Can Reality Be Simulated?

Hacker News

APRIL 17, 2024

Video-game engines were designed to mimic the mechanics of the real world. They’re now used in movies, architecture, military simulations, and efforts to build the metaverse.

How to Approach CNN Architecture from Scratch?

Analytics Vidhya

MAY 19, 2022

Introduction on CNN Architecture Hello, and welcome again to another intriguing subject. Many advanced designs […]. The post How to Approach CNN Architecture from Scratch? This article was published as a part of the Data Science Blogathon. appeared first on Analytics Vidhya.

Deep Learning

Deep Learning Deep Learning Data Science Analytics

Amazon MemoryDB: A fast and durable memory-first cloud database

Hacker News

APRIL 25, 2024

Amazon MemoryDB for Redis is a database service designed for 11 9s of durability with in-memory performance. In this paper, we describe the architecture of MemoryDB and how we leverage open-source Redis, a popular data structure store, to build an enterprise-grade cloud database.

Database

Most Commonly Asked Rest APIs Interview Questions

Analytics Vidhya

OCTOBER 15, 2022

Introduction Representational State Transfer (REST) is an architectural paradigm for designing online applications based on the Hypertext Transfer Protocol (HTTP). This article was published as a part of the Data Science Blogathon. A REST API, often known as a RESTful API, adheres to REST principles.

Data Science

Data Science Analytics Analytics Data Engineering

LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures

Machine Learning Research at Apple

DECEMBER 8, 2023

Joint embedding (JE) architectures have emerged as a promising avenue for acquiring transferable data representations. Without efficient and reliable evaluation, it is difficult to iterate on architectural and training choices for JE methods. Our metric addresses several…

The blueprint for success: Demystifying enterprise architecture

Dataconomy

MARCH 6, 2023

What is enterprise architecture? It is a strategic approach to designing and managing an organization’s structure, processes, systems, and technologies to achieve its business goals and objectives. It can be defined as the practice of designing, planning, and managing an organization’s overall structure and operations.

The built environment and the determination of fault in urban pedestrian crashes

Hacker News

MARCH 4, 2024

The Editors welcome original submissions across the globe and from a wide range of domains, including engineering, planning, modeling, behavior, economics, geography, regional science, sociology, architecture and design, network science, and complex systems.

holcim 3D prints phoenix, a reinforcement-free concrete bridge

Hacker News

DECEMBER 14, 2023

The post holcim 3D prints phoenix, a reinforcement-free concrete bridge appeared first on designboom | architecture & design magazine. the 3D-printed concrete masonry bridge employs 10 tons of recycled materials, utilizing blocks that can be easily disassembled and recycled.

An Overview of Variational Autoencoders

Analytics Vidhya

JULY 26, 2023

Introduction Variational Autoencoders (VAEs) are generative models explicitly designed to capture the underlying probability distribution of a given dataset and generate novel samples. They utilize an architecture that comprises an encoder-decoder structure.

Analytics

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The Ornate Bird Palaces of Ottoman-Era Turkey (2017)

Hacker News

NOVEMBER 10, 2023

An important element of Ottoman architecture in Turkey was the addition of birdhouses affixed to the outer walls of significant city structures, a safe space for regular avian guests to nest outside of mosques, inns, bridges, libraries, schools, and fountains.

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Machine Learning Research at Apple

MARCH 19, 2024

In particular, we study the importance of various architecture components and data choices. Through careful and comprehensive ablations of the image encoder, the vision language connector, and various pre-training data choices, we identified several crucial design lessons.

Jim Keller criticizes Nvidia's CUDA, x86

Hacker News

FEBRUARY 23, 2024

Legendary processor architecture designer criticizes CUDA and compares it to x86.

Architecture decisions in Neon, a serverless Postgres service

Hacker News

APRIL 7, 2024

The idea behind Neon is to create a new serverless Postgres service with a modern cloud-native architecture. For operational databases such design was first introduced by AWS Aurora 1, followed by many others 2 3, however none of the implementations were […]

AWS

AWS Database

A Sketch of the Biggest Idea in Software Architecture (2022)

Hacker News

APRIL 20, 2024

Narrow waists: an idea in software architecture that relates to networking, operating systems, language design, compilers, and distributed systems.

"Only by embracing AI can you be involved in controlling it" says LookX founder Wanyu He

Flipboard

JULY 14, 2023

AI will liberate architects from repetition and allow them to concentrate on things that add value to society, claims the CEO of LookX, a tech company seeking to revolutionise the process of designing buildings. But He believes the potential uses for these sorts of tools in architecture are limited. "If

AI

AI AI Artificial Intelligence Artificial Intelligence

Qualcomm's Adreno 530, a Small Mobile iGPU

Hacker News

JANUARY 20, 2024

GPU architectures vary drastically depending on their primary use cases. Mobile designs like Qualcomm's Adreno face a daunting set of challenges, with smaller power and area budgets than even Intel's iGPUs. Mobile SoCs have to share a small SoC die with a CPU, modem, DSP, ISP, and often a NPU.

How to design software architecture for startups

Hacker News

MAY 8, 2023

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The economic potential of generative AI within the chip design industry

Data Science Dojo

MARCH 1, 2024

It is important to navigate the impact and economic potential of generative AI in the chip design industry as it maps out the technological progress and innovation in the digital world. They used the labs to design a Gaudi series of AI processors that specialize in the training of large language models (LLMs).

AI

AI AI

How to Design the AI Architectures in Azure for the New Era?

Mlearning.ai

DECEMBER 21, 2023

Explore ML architectural patterns in Azure for classic and evolving needs – streaming data, model monitoring, and multiple models pipeline Continue reading on MLearning.ai »

Azure

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Making Architecture Easy

Hacker News

SEPTEMBER 17, 2023

Unlike nearly all other arts, architecture is inherently public and shared. That means that buildings should be designed to be agreeable – easy to like – not to be unpopular works of genius.

fontface’s geometric explorations of minimalism take over walls, canvases, and posters

Hacker News

JANUARY 28, 2024

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

Apache Sqoop: Features, Architecture and Operations

Analytics Vidhya

SEPTEMBER 18, 2022

Introduction Apache SQOOP is a tool designed to aid in the large-scale export and import of data into HDFS from structured data repositories. The post Apache Sqoop: Features, Architecture and Operations appeared first on Analytics Vidhya. It is a data migration tool […].

Data Warehouse

Data Warehouse Data Science Database Analytics

Grammar of Ornament

Hacker News

JANUARY 4, 2024

Grammar of Ornament was Owen Jones’ design masterpiece. Each intricate illustration explored design principles behind the architecture, textiles, manuscripts and decorative arts of 19 diverse cultural periods, with a final chapter revelling in the glory of the natural world.

A Glimpse into the Unprecedented Growth of NVIDIA in the World of AI

Data Science Dojo

MARCH 4, 2024

The technology paved a new path of advancements in AI models and architectures. It turned out to be an opening for developments in other fields of video editing, design, and many more. Launch of Kepler Architecture: NVIDIA launched the Kepler architecture in 2012.

Deep Learning

Deep Learning Deep Learning AI AI

ChatGPT - Architecture AI

Flipboard

NOVEMBER 15, 2023

ChatGPT - Architecture AI AI architect for designing beautiful buildings Architecture AI AI architect for designing beautiful buildings By …

AI

AI AI Machine Learning Machine Learning

How DALL-E, GPT-3, and MuseNet are reshaping industries

Data Science Dojo

SEPTEMBER 26, 2023

Designers are loving it because it takes abstract ideas and turns them into concrete visual blueprints in the blink of an eye. Architects are in heaven, seeing their architectural dreams come to life in detailed, lifelike visuals. Fashioning the future with DALL-E: Fashion designers, get ready for a fashion-forward revolution!

AI

AI AI Artificial Intelligence Artificial Intelligence

The Marvels of Generative AI: Key Concepts and Use Cases

Data Science Dojo

APRIL 29, 2024

For example, in biotechnology, generative AI can design novel protein sequences for therapies. These networks are designed to identify and understand patterns and structures within the data. Transformer: A model architecture that handles sequences of data, important for tasks like translating languages.

AI

AI AI Deep Learning Deep Learning

Deployable architecture on IBM Cloud: Simplifying system deployment

IBM Journey to AI blog

APRIL 22, 2024

Deployable architecture (DA) refers to a specific design pattern or approach that allows an application or system to be easily deployed and managed across various environments. Customisable : Deployable architecture is designed to be customisable and can be configured according to the need.

System design and the cost of architectural complexity

Hacker News

APRIL 6, 2023

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Data warehouse architecture

Dataconomy

OCTOBER 17, 2023

Want to create a robust data warehouse architecture for your business? In this blog post, we’ll examine what is data warehouse architecture and what exactly constitutes good data warehouse architecture as well as how you can implement one successfully without needing some kind of computer science degree!

Data Warehouse

Data Warehouse Big Data Big Data ETL

The Design System Ecosystem

Hacker News

SEPTEMBER 22, 2023

What does a mature, end-to-end design system look like in a big, complex organization? What are all the moving pieces, and how do they hang together as a well-considered architecture? What's required and what's optional? Hold onto your butts, because we're going to go deep on this one. Let's star

Intel Meteor Lake Architecture

Hacker News

SEPTEMBER 25, 2023

Intel’s Meteor Lake architecture for mobile PCs will be arriving soon and to say that Meteor Lake is the most important shift in Intel’s design and

Nintendo Switch's iGPU: Maxwell Nerfed Edition

Hacker News

DECEMBER 26, 2023

Tegra X1 is designed to maximize graphics performance in a limited power envelope, making it a natural choice for a console. And naturally for a Nvidia designed SoC, the Tegra X1 leverages the company's Maxwell graphics architecture.… Nintendo selected Nvidia's Tegra X1 for their Switch handheld console.

Slack Data Engineering: Design and Architecture

Jim Keller and his pioneering work on chip design and architecture

Webinars

Trending Sources

An open-source gymnasium for machine learning assisted computer architecture design

Webinars

Using Neural Networks to Design Neural Networks: The Definitive Guide to Understand Neural Architecture Search

Best Practices for Deploying & Scaling Embedded Analytics

Accelerate Neural Network Training Using the Net2Net Method

Transformer models: A guide to understanding different transformer architectures and their uses

Tim Fu uses "Midjourney for architecture" to transform crumpled paper into starchitect buildings

Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals

Big Book of MLOps Updated for Generative AI

How Perfectly Can Reality Be Simulated?

How to Approach CNN Architecture from Scratch?

Amazon MemoryDB: A fast and durable memory-first cloud database

Most Commonly Asked Rest APIs Interview Questions

LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures

Top 8 Interview Questions on UNet Architecture

The blueprint for success: Demystifying enterprise architecture

The built environment and the determination of fault in urban pedestrian crashes

holcim 3D prints phoenix, a reinforcement-free concrete bridge

An Overview of Variational Autoencoders

The Ornate Bird Palaces of Ottoman-Era Turkey (2017)

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Jim Keller criticizes Nvidia's CUDA, x86

Architecture decisions in Neon, a serverless Postgres service

A Sketch of the Biggest Idea in Software Architecture (2022)

"Only by embracing AI can you be involved in controlling it" says LookX founder Wanyu He

Qualcomm's Adreno 530, a Small Mobile iGPU

How to design software architecture for startups

The economic potential of generative AI within the chip design industry

How to Design the AI Architectures in Azure for the New Era?

Making Architecture Easy

fontface’s geometric explorations of minimalism take over walls, canvases, and posters

Apache Sqoop: Features, Architecture and Operations

Grammar of Ornament

A Glimpse into the Unprecedented Growth of NVIDIA in the World of AI

ChatGPT - Architecture AI

How DALL-E, GPT-3, and MuseNet are reshaping industries

The Marvels of Generative AI: Key Concepts and Use Cases

Deployable architecture on IBM Cloud: Simplifying system deployment

System design and the cost of architectural complexity

Data warehouse architecture

The Design System Ecosystem

Intel Meteor Lake Architecture

Nintendo Switch's iGPU: Maxwell Nerfed Edition

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