The Pragmatic Engineer

JUNE 1, 2023

Juraj included system monitoring parts which monitor the server’s capacity he runs the app on: The monitoring page on the Rides app And it doesn’t end here. Juraj created a systems design explainer on how he built this project, and the technologies used: The systems design diagram for the Rides application The app uses: Node.js

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Education Project PostgreSQL Software Engineer 363

Engineering at Meta

SEPTEMBER 7, 2023

We’re introducing Arcadia, Meta’s unified system that simulates the compute, memory, and network performance of AI training clusters. Arcadia gives Meta’s researchers and engineers valuable insights into the performance of AI models and workloads in an AI cluster – enabling data-driven decision making in the design of AI clusters.

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Lyft Engineering

APRIL 3, 2023

This blog post focuses on the scope and the goals of the recommendation system, and explores some of the most recent changes the Rider team has made to better serve Lyft’s riders. Introduction: Scope of the Recommendation System The recommendation system covers user experiences throughout the ride journey.

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Systems Pipeline-centric Machine Learning Transportation 87

Pinterest Engineering

JANUARY 18, 2024

In particular, our machine learning powered ads ranking systems are trying to understand users’ engagement and conversion intent and promote the right ads to the right user at the right time. Our engineers are constantly discovering new algorithms and new signals to improve the performance of our machine learning models.

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Start Data Engineering

OCTOBER 11, 2021

Leetcode: data structures and algorithms 4. Data modeling 4.1 Data warehousing 4.2 Data pipelines 6. Distributed system fundamentals 7. System design 9. Introduction Skills 1. Event streaming 8. Business questions 10. Cloud computing 11.

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Data Engineering Data Engineer Engineering Cloud Computing 130

Engineering at Meta

DECEMBER 10, 2024

Were explaining the end-to-end systems the Facebook app leverages to deliver relevant content to people. At Facebooks scale, the systems built to support and overcome these challenges require extensive trade-off analyses, focused optimizations, and architecture built to allow our engineers to push for the same user and business outcomes.

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Systems Architecture Engineering Data Pipeline 72

Netflix Tech

JUNE 1, 2023

We used this simulation to help us surface problems of scale and validate our Ads algorithms. An exception to this trend is when we redirect traffic between AWS data centers during regional evacuations, which leads to sudden spikes in traffic in multiple regions. Basic with ads was launched worldwide on November 3rd.

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Algorithm Kafka Metadata Systems 140

Christophe Blefari

APRIL 8, 2023

Data News entering in town ( credits ) Hey you, if I wasn't late in my newsletter writing it wouldn't be me. But here is your usual Data News. Data modeling Dear readers, I have to confess something. I did not care about data modeling for years. Data modeling should not be a required data engineer skill.

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Pipeline-centric Database-centric Algorithm Data 130

Christophe Blefari

APRIL 8, 2023

Data News entering in town ( credits ) Hey you, if I wasn't late in my newsletter writing it wouldn't be me. But here is your usual Data News. Data modeling Dear readers, I have to confess something. I did not care about data modeling for years. Data modeling should not be a required data engineer skill.

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Pipeline-centric Database-centric Algorithm Data 130

Christophe Blefari

JANUARY 20, 2024

We are deep in the winter, it's time for comfy Data News to read near the fire 🔥 This week, on Monday, I started my annual university lecture. In exchange we can wear the new Ray Ban Meta glasses with AI inside to give Meta more training data. So it's normal that they don't have any questions at first.

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Data Python Google Cloud Algorithm 130

Data Engineering Weekly

SEPTEMBER 26, 2024

Once again, I want to thank the Data Heros community. Last Friday, we discussed the challenges in bulk discovery and anonymization processes in data warehouses. The collective design choices and ideas lead to a comprehensive overview of thinking about designing data infrastructure with a privacy-first approach.

Systems 67

Systems Engineering Data Warehouse Architecture 67

Netflix Tech

MARCH 14, 2023

Earlier we shared the details of one of these algorithms , introduced how our platform team is evolving the media-specific machine learning ecosystem , and discussed how data from these algorithms gets stored in our annotation service. Some ML algorithms are computationally intensive. Here is a visualization of this flow.

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Media Building Algorithm Machine Learning 119

Netflix Tech

MARCH 7, 2023

by Varun Sekhri , Meenakshi Jindal , Burak Bacioglu Introduction At Netflix, to promote and recommend the content to users in the best possible way there are many Media Algorithm teams which work hand in hand with content creators and editors. The Algorithm team improved their algorithm. in a video file.

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Data Ingestion Management Algorithm Media 109

Knowledge Hut

JANUARY 18, 2024

I’ve often noticed that people use terms like Data Science and Artificial Intelligence ( AI ) interchangeably. The key connection between Data Science and AI is data. Some may argue that AI and Machine Learning fall within the broader category of Data Science , but it's essential to recognize the subtle differences.

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Engineering at Meta

JUNE 12, 2024

This means we need to regularly checkpoint our training state and efficiently store and retrieve training data. Optimal connectivity between GPUs: Large-scale model training involves transferring vast amounts of data between GPUs in a synchronized fashion. This has encompassed developments in a wide range of areas.

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Algorithm Data Storage Technology Building 141

Striim

AUGUST 28, 2024

To the data scientists pushing the boundaries of what’s possible, the AI experts and enthusiasts who see beyond the horizon, and the techies building tomorrow’s solutions today — this manifesto is for you. The key to unlocking AI’s full potential lies in real time data.

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Healthcare Retail Algorithm Finance 96

Robinhood

MAY 30, 2024

Robinhood Crypto customers in the United States can now use our API to view crypto market data, manage portfolios and account information, and place crypto orders programmatically Today, we are excited to announce the Robinhood Crypto trading API , ushering in a new era of convenience, efficiency, and strategy for our most seasoned crypto traders.

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Insurance Portfolio Algorithm Coding 141

Netflix Tech

FEBRUARY 13, 2023

We accomplish this by paving the path to: Accessing and processing media data (e.g. Media Access: Jasper In the early days of media ML efforts, it was very hard for researchers to access media data. Training Performance Media model training poses multiple system challenges in storage, network, and GPUs.

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Media Machine Learning Metadata Algorithm 119

Christophe Blefari

MARCH 11, 2023

Sorting all the eggs of the landscape ( credits ) Dear readers, this week Data News lands on Saturday and will be a little bit different than usual because I found less relevant article and as promised last week I wanted to speak about the MAD Landscape. We jumped from 142 logos to 1414, the world changed but Pig remains.

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Banking Data Machine Learning Insurance 130

Knowledge Hut

FEBRUARY 1, 2024

Every time someone uses the internet, more data is added. We need assistance from various Data Science methodologies to make sense of this enormous amount of data and use it for the company's objectives, etc. Data science for eCommerce has been one of the most impactful technologies in recent years.

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Data Science Retail Algorithm Manufacturing 96

Knowledge Hut

JANUARY 18, 2024

Data science is a multidisciplinary field that requires a broad set of skills from mathematics and statistics to programming, machine learning, and data visualization. The world has been swept by the rise of data science and machine learning. Data scientists are in high demand, and the demand will only continue to rise.

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Programming Language Data Science Programming Java 98

Christophe Blefari

MARCH 31, 2023

Google Data Cloud & AI Summit Two days ago Google announced new things at their Data Cloud & AI Summit. Thanks to this we will be able to read LookML data from Tableau. Then he enlightens us with how AI can change health and education systems, what are the risks and the next frontiers.

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Bytes Data Google Cloud Education 130

Edureka

JUNE 7, 2024

Industry Applications of Predictive AI While both involve machine learning and data analysis, they differ in their core objectives and approaches. paintings, songs, code) Historical data relevant to the prediction task (e.g., paintings, songs, code) Historical data relevant to the prediction task (e.g.,

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Deep Learning Media Manufacturing Algorithm 114

Cloudera

MAY 27, 2021

An authoritarian regime is manipulating an artificial intelligence (AI) system to spy on technology users. Big data and AI amplify the problem. “If It’s important to be conscious of this reality when creating algorithms and training models. Big data algorithms are smart, but not smart enough to solve inherently human problems.

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Algorithm Media Consulting Machine Learning 119

Knowledge Hut

MAY 21, 2024

It would be helpful to know which laptops are most suited for your needs if you're a data scientist looking for the perfect one for your work. You have several options, but which is the best laptop for data science that satisfies all of your needs and demands? HP Envy 17T is a laptop designed for all your data science needs.

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Data Science Algorithm Datasets Electronics 98

Knowledge Hut

DECEMBER 26, 2023

According to the World Economic Forum, the amount of data generated per day will reach 463 exabytes (1 exabyte = 10 9 gigabytes) globally by the year 2025. Thus, almost every organization has access to large volumes of rich data and needs “experts” who can generate insights from this rich data.

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Data Science BI Business Intelligence Machine Learning 97

Knowledge Hut

JANUARY 18, 2024

Data Science has risen to become one of the world's topmost emerging multidisciplinary approaches in technology. Recruiters are hunting for people with data science knowledge and skills these days. Data Scientists collect, analyze, and interpret large amounts of data. Choose data sets.

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Data Science Business Analyst Data Architect ETL Method 98

Knowledge Hut

DECEMBER 29, 2023

The market for analytics is flourishing, as is the usage of the phrase Data Science. Professionals from a variety of disciplines use data in their day-to-day operations and feel the need to understand cutting-edge technology to get maximum insights from the data, therefore contributing to the growth of the organization.

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Data Science Data Mining Deep Learning Programming Language 98

Cloudera

NOVEMBER 17, 2021

It’s no secret that Data Scientists have a difficult job. It feels like a lifetime ago that everyone was talking about data science as the sexiest job of the 21st century. There’s recognition that it’s nearly impossible to find the unicorn data scientist that was the apple of every CEO’s eye in 2012.

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Machine Learning Algorithm Data Science Retail 126

Precisely

DECEMBER 12, 2024

Key Takeaways : The significance of using legacy systems like mainframes in modern AI. How mainframe data helps reduce bias in AI models. The challenges and solutions involved in integrating legacy data with modern AI systems. This is where mainframe data can make a transformative impact.

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Healthcare Algorithm Finance Data Integration 64

Knowledge Hut

JUNE 3, 2024

Data Science is the fastest emerging field in the world. It analyzes data extraction, preparation, visualization, and maintenance. Data scientists use machine learning and algorithms to bring forth probable future occurrences. Data Science in the future will be the largest field of study. What is Data Science?

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Programming Language Data Science Entertainment Banking 96

Team Data Science

FEBRUARY 23, 2021

Companies can now make data useful to elevate decision making and to optimise products and processes. It's currently easy to acquire data strategically. If you ever have to explain to friends or colleagues why data capabilities are crucial to navigating the future of work and innovation, try this storytelling tactic.

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Knowledge Hut

OCTOBER 29, 2023

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. Hospital Management System Type : Application development, Database management, Programming There is no shortage of computer science project topics out there. Programming a system to track medical appointments.

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Computer Science Coding Project Hospitality 111

Knowledge Hut

DECEMBER 22, 2023

Data analytics, data mining, artificial intelligence, machine learning, deep learning, and other related matters are all included under the collective term "data science" When it comes to data science, it is one of the industries with the fastest growth in terms of income potential and career opportunities.

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Knowledge Hut

JANUARY 18, 2024

Most organizations are still in the initial stages of learning how to apply data science to gain business benefits and healthy returns. To maximize the benefits of data science, people need to have good technical knowledge of managing the data in a production environment, without which the awareness of full stack data science is insufficient.

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Data Science Computer Science Programming Language Machine Learning 96

Engineering at Meta

MAY 22, 2024

In recent years, Meta’s data management systems have evolved into a composable architecture that creates interoperability, promotes reusability, and improves engineering efficiency. Data is at the core of every product and service at Meta. We needed to change our thinking to be able to move faster.

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Data Management Management Data SQL 101

Knowledge Hut

JANUARY 18, 2024

Given today's massive amounts of data, data science is an essential component of many companies, and it is one of the most contested subjects in the IT industry. Its popularity has expanded over time, and individuals have begun to use diverse data science approaches to develop their businesses and boost consumer happiness.

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