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.

Systems 87

Systems Pipeline-centric Machine Learning Transportation 87

Data Engineering Podcast

JULY 20, 2020

Summary Wind energy is an important component of an ecologically friendly power system, but there are a number of variables that can affect the overall efficiency of the turbines. Michael Tegtmeier founded Turbit Systems to help operators of wind farms identify and correct problems that contribute to suboptimal power outputs.

Systems 100

Systems Machine Learning Manufacturing Algorithm 100

Data Engineering Podcast

JULY 6, 2020

Summary There are an increasing number of use cases for real time data, and the systems to power them are becoming more mature. Once you have a streaming platform up and running you need a way to keep an eye on it, including observability, discovery, and governance of your data. That’s what the Lenses.io

Systems 100

Systems Kafka SQL Government 100

Booking.com Engineering

DECEMBER 2, 2022

From data ingestion, data science, to our ad bidding[2], GCP is an accelerant in our development cycle, sometimes reducing time-to-market from months to weeks. Data Ingestion and Analytics at Scale Ingestion of performance data, whether generated by a search provider or internally, is a key input for our algorithms.

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Systems Cloud MySQL Relational Database 52

Data Engineering Podcast

JULY 27, 2020

Summary A majority of the scalable data processing platforms that we rely on are built as distributed systems. Kyle Kingsbury created the Jepsen framework for testing the guarantees of distributed data processing systems and identifying when and why they break.

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Systems Building Scala Java 100

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 Google Cloud Python Algorithm 130

Knowledge Hut

MAY 9, 2024

Data Science, with its interdisciplinary approach, combines statistics, computer science, and domain knowledge and has opened up a world of exciting and lucrative career opportunities for professionals with the right skills and expertise. The market is flooding with the highest paying data science jobs. What is Data Science?

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Data Science Data Mining Data Architect Programming Language 52

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

Knowledge Hut

APRIL 23, 2024

Big data and data mining are neighboring fields of study that analyze data and obtain actionable insights from expansive information sources. Big data encompasses a lot of unstructured and structured data originating from diverse sources such as social media and online transactions.

Data Mining 52

Data Mining Big Data Database-centric Unstructured Data 52

Knowledge Hut

APRIL 25, 2024

Big data in information technology is used to improve operations, provide better customer service, develop customized marketing campaigns, and take other actions to increase revenue and profits. It is especially true in the world of big data. It is especially true in the world of big data. What Are Big Data T echnologies?

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Big Data Technology NoSQL Hadoop 98

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

MARCH 27, 2024

On the other hand, data structures are like the tools that help organize and arrange data within a computer program. In simpler terms, a database is where information is neatly stored, like books on shelves, while data structures are the behind-the-scenes helpers, ensuring data is well-organized and easy to find.

Database 52

Database Algorithm Relational Database PostgreSQL 52

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 Data Mining 97

Data Engineering Podcast

MAY 6, 2019

Summary The database market continues to expand, offering systems that are suited to virtually every use case. In this episode Ryan Worl explains how it is architected, how to use it for your applications, and provides examples of system design patterns that can be built on top of it.

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Systems MongoDB NoSQL Database 100

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

U-Next

SEPTEMBER 7, 2022

Recommendation System – Created by Machine Learning . A recommender system, broadly defined, is a system that anticipates the ratings a user would give to a certain item. . These kinds of systems have helped both the users and the services offered. What Are Recommender Systems? .

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Machine Learning Systems Algorithm Datasets 40

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 Scala 98

Data Engineering Weekly

MAY 12, 2024

This year, we added some additional features to bring the data community together. Gloss Genius: How We Migrated From dbt Cloud and Scaled Our Data Development Gloss Genius describes its migration journey from dbt cloud to Airflow + custom Github actions. At scale, it becomes impossible to enrich the data assets manually.

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Data Engineering Data Engineer Engineering Data Lake 52

Knowledge Hut

MAY 2, 2024

It is designed to make computers learn by themselves and perform operations without human intervention, when they are exposed to new data. Thus, the demand for machine learning programmers who have extensive knowledge on working with complex mathematical calculations and applying them to big data and AI is growing year after year.

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Machine Learning IT Deep Learning Algorithm 98

Knowledge Hut

NOVEMBER 27, 2023

The Data Science learning path is a collective set of curated courses that comprise a learning plan for achieving the required skills for the data scientist role. While the time limit to complete the learning path to become a data scientist can expect 8-9 months to get through all Data Science courses.

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Data Science Healthcare Machine Learning Telecommunication 97

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 Metadata Kafka Systems 136

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 ETL Method Data Architect 98

The Modern Data Company

JULY 24, 2023

In the modern data-driven landscape, organizations are constantly seeking ways to extract valuable insights from their data assets. While individual data products provide significant value, the true potential lies in harnessing the power of interconnected data products.

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Data Lake Transportation Data Algorithm 85

Knowledge Hut

APRIL 26, 2024

Also called data storage areas , they help users to understand the essential insights about the information they represent. Machine Learning without data sets will not exist because ML depends on data sets to bring out relevant insights and solve real-world problems. In the real world, data sets are huge.

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Datasets Machine Learning Deep Learning Finance 98

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

Knowledge Hut

APRIL 25, 2024

The implementation of Data Science in agriculture is truly groundbreaking for farmers globally. Recent press claims that the DATOS Project used data from remote sensing along with artificial intelligence, machine learning, and other approaches to Data Science for agriculture. Are available online.

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Data Science Food Data Government 98

Knowledge Hut

APRIL 26, 2024

In the age of big data processing, how to store these terabytes of data surfed over the internet was the key concern of companies until 2010. Now that the issue of storage of big data has been solved successfully by Hadoop and various other frameworks, the concern has shifted to processing these data.

Data Science 52

Data Science Machine Learning Hadoop Programming Language 52

Striim

MAY 16, 2024

Table of Contents The Rise of GenAI in Customer Experiences GenAI represents a leap in how businesses can leverage artificial intelligence (AI) to glean insights from vast amounts of data instantly. GenAI Algorithms Integration: Striim integrates a comprehensive suite of advanced GenAI algorithms directly into its streaming data pipeline.

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Algorithm Media Transportation Machine Learning 52

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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Data Science R (Programming) Computer Science Algorithm 98

Towards Data Science

AUGUST 29, 2023

Data Quality Chronicles Missing data, missing mechanisms, and missing data profiling Missing Data prevents data scientists to see the entire story the data has to tell. One of them was, unsurprisingly, Missing Data. Photo by Ronan Furuta on Unsplash. Image by Author. Let’s consider an example.

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Datasets Machine Learning Data Data Science 106

Knowledge Hut

JANUARY 11, 2024

Data science has become popular in the last few years due to its successful application in making business decisions. Data scientists have been using data science techniques to solve challenging real-world issues in healthcare, agriculture, manufacturing, automotive, and many more.

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Data Science Transportation Hospitality Banking 98

Knowledge Hut

JANUARY 29, 2024

Some techniques add to the development of technology in the business sectors, including Data Science and Cloud Computing, essential aspects of the technology industry. With the help of data science, one can gather all the critical analyses from vast chunks of data stored in clouds. In this model, the data is not 100% secure.

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Cloud Computing Data Science Cloud Amazon Web Services 98

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.

Programming Language 75

Programming Language Data Science Programming Scala 75

Knowledge Hut

MARCH 20, 2024

When I first started learning about data structures, I was fascinated by how they could organize and manage data efficiently. Among the various data structures I explored, the heap data structure stood out for its unique way of maintaining a balanced order. What is Heap Data Structure?

Algorithm 52

Algorithm Certification Data Datasets 52

RandomTrees

APRIL 29, 2024

Advanced AI algorithms combined with big data analytics have revolutionized the way researchers model complex scenarios and optimize vehicle performance. By using machine learning algorithms, automotive engineers can analyze massive datasets generated from vehicle sensors, test fleets, and simulated environments.

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Transportation Manufacturing Algorithm Machine Learning 52

Knowledge Hut

MARCH 19, 2024

After completing computer science studies, data science has become a popular career choice for graduates. However, some people in the sector may wonder how to get from data science to software engineering. Data scientists frequently switch to machine learning engineering positions. What Does a Software Engineer Do?

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Software Engineer Software Engineering Engineering IT 52