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. This brings with it a vast number of subtle ways that errors can creep in.

Systems 100

Systems Building Scala Java 100

AltexSoft

JULY 27, 2021

You’ll learn about the types of recommender systems, their differences, strengths, weaknesses, and real-life examples. Personalization and recommender systems in a nutshell. Primarily developed to help users deal with a large range of choices they encounter, recommender systems come into play. Amazon, Booking.com) and.

Machine Learning 76

Machine Learning Systems Algorithm Deep Learning 76

Data Engineering Weekly

FEBRUARY 9, 2025

link] Pinterest: Advancements in Embedding-Based Retrieval at Pinterest Homefeed Pinterest writes about its embedding-based retrieval system enhancements for Homefeed personalization and engagement. Airbnb restricted the range of booking probabilities for map pins, which led to significant booking improvements.

Data Engineering 57

Data Engineering Data Engineer Engineering Unstructured Data 57

U-Next

AUGUST 11, 2022

You might spend some time reading these Top Artificial Intelligence Books for Self-Learning to understand something about AI and its ideas. Based on consumers’ watching patterns, recommender systems can automatically suggest TV programs. Best Books About Artificial Intelligence To Read?

Retail 52

Retail Banking Deep Learning Programming 52

RandomTrees

MARCH 10, 2025

Revenue Growth: Marketing teams use predictive algorithms to find high-value leads, optimize campaigns, and boost ROI. Data Integration: Combine data from several sources, including as CRM systems, social media, and IoT devices, to generate a holistic perspective.

Retail 52

Retail Hospitality Data Governance Banking 52

Knowledge Hut

DECEMBER 26, 2023

Budding aspirants and students are constantly looking for reliable data science s, research material, and the top data science books to kickstart their careers in this field. Be it as a beginner or an experienced learner; you need to know which book is a reliable source of knowledge and is suited to your personal level of understanding.

Data Science 52

Data Science Programming Language Scala R (Programming) 52

Knowledge Hut

JUNE 30, 2023

Whether you're a beginner looking to dive into the foundations or an experienced practitioner seeking advanced techniques, the right books can be your guiding light. Books on data engineering serve as essential resources to guide you through the vast terrain of data engineering. What is Data Engineering? Who are Data Engineers?

Data Engineering 52

Data Engineering Data Engineer Engineering Data Warehouse 52

ProjectPro

OCTOBER 21, 2021

So many NLP books, so little time - the problem of choice arises when you want to become a better data scientist, NLP engineer, or machine learning engineer by drenching in some top NLP books. Books on NLP are abundant on the internet, making it harder for beginners to pick a book. And here we go.

Deep Learning 52

Deep Learning Java Python Computer Science 52

Data Engineering Podcast

AUGUST 3, 2020

If you hand a book to a new data engineer, what wisdom would you add to it? Datadog uses machine-learning based algorithms to detect errors and anomalies across your entire stack—which reduces the time it takes to detect and address outages and helps promote collaboration between Data Engineering, Operations, and the rest of the company.

NoSQL 100

NoSQL Database Algorithm Relational Database 100

Booking.com Engineering

NOVEMBER 8, 2022

Abstract : Customer reviews is a high-traffic system, which requires scaling to meet peak usage times. A consistent hashing algorithm that allowed for scaling without removing any of our availability zones from receiving traffic. Introduction Business case Booking.com’s review system is a core part of our platform.

Systems 52

Systems Algorithm Consulting Architecture 52

Monte Carlo

NOVEMBER 21, 2024

For over 20 years, Skyscanner has been helping travelers plan and book trips with confidence— including airfare, hotels, and car rentals. And for years, this enormous amount of data was managed in an enormously complex system. As digital natives, the organization is no stranger to staggering volume.

Government 52

Government Datasets Data Governance Data 52

Monte Carlo

NOVEMBER 21, 2024

For over 20 years, Skyscanner has been helping travelers plan and book trips with confidence— including airfare, hotels, and car rentals. And for years, this enormous amount of data was managed in an enormously complex system. As digital natives, the organization is no stranger to staggering volume.

Government 52

Government Datasets Data Governance Data 52

Booking.com Engineering

DECEMBER 2, 2022

Booking Holdings, as a whole, spent $4.7 From a technical perspective, solving this requires machine learning and operational infrastructure at scale, which is processing performance feedback, assessing historical performance and after running algorithms, communicating results back to a search engine provider.

Systems 52

Systems Cloud MySQL Relational Database 52

Ascend.io

OCTOBER 28, 2024

This technique is vital for ensuring consistency and accuracy across datasets, especially in organizations that rely on multiple data systems. With its capabilities, users can efficiently extract data from various databases, reconcile differences in formats, and load the integrated data into a data warehouse or other target systems.

Raw Data 52

Raw Data Datasets Aggregated Data Data Pipeline 52

Knowledge Hut

NOVEMBER 27, 2023

Data Science is a field that uses scientific methods, algorithms, and processes to extract useful insights and knowledge from noisy data. Data Science is how the modern world leverages data to answer questions with the help of advanced computational systems and extensions of statistical methods. Data Science Preparation Books 1.

Data Science 97

Data Science Healthcare Machine Learning Algorithm 97

Knowledge Hut

OCTOBER 29, 2023

Cloud-enabled attendance system We can use a cloud-enabled automatic attendance system to scan details. Administrators must register new students/employees on the system and provide some personal information. The entire system is powered by electricity. This system will also contain patient and contact information.

Cloud Computing 98

Cloud Computing Coding Cloud Project 98

Knowledge Hut

MAY 3, 2024

If you are thinking of a simple, easy-to-implement supervised machine learning algorithm that can be used to solve both classifications as well as regression problems, K-Nearest Neighbors (K-NN) is a perfect choice. K-Nearest Neighbors is one of the most basic supervised machine learning algorithms, yet very essential.

Machine Learning 52

Machine Learning Algorithm Datasets Python 52

ThoughtSpot

JUNE 23, 2023

ThoughtSpot Sage supplements GPT’s algorithm with information on attribute columns, synonyms, indexed values, formulas, join paths, and analytical keywords—generating accurate, business-ready SQL functions that are executed on complex relational schemas housed in Snowflake.

Cloud 105

Cloud Programming Language Government Data Security 105

Cloudera

OCTOBER 13, 2021

Using these books, you can answer questions such as: . Production ML systems automate business operations and are capable of handling enormous amounts of real-time data. So if your business depends on continuous cat-person classification, you’ll learn what else you need to do to put this algorithm in production.

Machine Learning 75

Machine Learning Data Ingestion Algorithm Technology 75

Data Engineering Podcast

OCTOBER 26, 2020

Different databases and storage systems all have their own method of restricting access, and they are not all compatible with each other. In this episode he explains how the system is architected, how it can help you enforce compliance, and what is involved in getting it integrated with your existing systems.

Data Security 100

Data Security Coding Cloud MongoDB 100

Data Engineering Podcast

AUGUST 19, 2018

Get your copy of the book with a special 40% discount for Data Engineering Podcast listeners by going to dataengineeringpodcast.com/get-programming and use the discount code PodInit40! Graph databases and graph algorithms have been part of the computing landscape for decades. What are some of the common uses of graph storage systems?

Database 100

Database PostgreSQL NoSQL Transportation 100

Data Engineering Podcast

MARCH 27, 2022

RocksDB is one of the most popular choices for this component and has been incorporated into popular systems such as ksqlDB. As these systems are scaled to larger volumes of data and higher throughputs the RocksDB engine can become a bottleneck for performance. What is the integration process for adopting SpeeDB?

Relational Database 100

Relational Database Database SQL Data Warehouse 100

Knowledge Hut

OCTOBER 27, 2023

System design projects involve creating a plan for a complex system that will meet specific requirements or solve a particular problem. These projects may involve designing software applications, network infrastructures, manufacturing processes, or other complex systems. What is System Design?

Designing 52

Designing Systems Project Cloud Computing 52

Snowflake

FEBRUARY 12, 2024

: Jennifer Belissent, Snowflake’s Principal Data Strategist, will moderate a panel of experts as they discuss the underlying causes of bias in AI systems, such as the human touch, biased training data and algorithmic biases. If you’re coming, don’t forget to book a meeting with us — spots fill up fast! Snowflake can help.

Python 107

Python Manufacturing Cloud Government 107

Cloudera

DECEMBER 3, 2021

They identified four main categories: capturing intent, system design, human judgement & oversight, regulations. An AI system trained on data has no context outside of that data. Designers therefore need to explicitly and carefully construct a representation of the intent motivating the design of the system. System Design.

Government 102

Government Hospitality Education Designing 102

Knowledge Hut

OCTOBER 27, 2023

Android Local Train Ticketing System Developing an Android Local Train Ticketing System with Java, Android Studio, and SQLite. Developing a local train ticketing system for Android can be a challenging yet rewarding project idea for Software developer. toString(); String to = mToEditText.getText().toString();

Software Engineering 98

Software Engineering Software Engineer Coding Project 98

Data Engineering Podcast

JUNE 1, 2020

What used to be entirely managed by the database engine is now a composition of multiple systems that need to be properly configured to work in concert. If you hand a book to a new data engineer, what wisdom would you add to it? If you hand a book to a new data engineer, what wisdom would you add to it?

Data Lake 100

Data Lake Database Building Lambda Architecture 100

Data Engineering Podcast

JULY 13, 2020

Summary The first stage of every data pipeline is extracting the information from source systems. The Singer ecosystem has laid the groundwork for a great option to empower teams of all sizes to unlock the value of their Data and Meltano is building the reamining structure to make it a fully featured contender for proprietary systems.

Data Integration 100

Data Integration Data Engineering Data Engineer Data 100

Data Engineering Podcast

OCTOBER 19, 2020

If you hand a book to a new data engineer, what wisdom would you add to it? Datadog uses machine-learning based algorithms to detect errors and anomalies across your entire stack—which reduces the time it takes to detect and address outages and helps promote collaboration between Data Engineering, Operations, and the rest of the company.

Machine Learning 100

Machine Learning Data Engineering Data Engineer Data 100

Data Engineering Podcast

DECEMBER 14, 2020

They share the journey that they went through to build a scalable and maintainable system for web scraping, how to make it reliable and resilient to errors, and the lessons that they learned in the process. If you hand a book to a new data engineer, what wisdom would you add to it?

Data Analytics 100

Data Analytics Building MySQL Data 100

Data Engineering Podcast

MAY 25, 2020

If you hand a book to a new data engineer, what wisdom would you add to it? You’ll build up your portfolio of machine learning projects and gain hands-on experience in writing machine learning algorithms, deploying models into production, and managing the lifecycle of a deep learning prototype.

Machine Learning 100

Machine Learning Portfolio Deep Learning Data Engineering 100

Data Engineering Podcast

OCTOBER 5, 2020

In this episode founders DeVaris Brown and Ali Hamidi explain how their tenure at Heroku informed their approach to making data integration self service, how the platform is architected, and how they have designed their system to adapt to the continued evolution of the data ecosystem.

Data Integration 100

Data Integration Kafka Data Lake Machine Learning 100

AltexSoft

MAY 5, 2023

AI in a nutshell Artificial Intelligence (AI) , at its core, is a branch of computer science that focuses on developing algorithms and computer systems capable of performing tasks that typically require human intelligence. It is like comparing Alexa or Siri to new voice-based algorithms powered by large language models.

Machine Learning 59

Machine Learning Hospitality Algorithm Deep Learning 59

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? .

Machine Learning 40

Machine Learning Systems Algorithm Datasets 40

Towards Data Science

AUGUST 29, 2023

Missing Data Mechanisms If you’re a mathy person, I’d suggest a pass through this paper ( cof cof ), namely Sections II and III, which contains all the notation and mathematical formulation you might be looking for (I was actually inspired by this book , which is also a very interesting primer, check Section 2.2.3. and 2.2.4.).

Datasets 117

Datasets Machine Learning Data Data Science 117

Netflix Tech

MAY 28, 2021

Whether they worked at a manufacturer for very large industrial ventilation systems , or in finance, healthcare, or elsewhere in tech (big or small), most people on my team have unique paths to their current positions at Netflix. Structures, dynamics, control systems, fluids, design…pass, pass, pass, pass, and pass!

Entertainment 84

Entertainment Healthcare Data Science Finance 84

Knowledge Hut

JULY 7, 2023

Git Git, or Global Information Tracker is a version control system popular among DevOps users. With robust merging and branching capabilities, Git has made its place firmly among Java developers and project managers as a control system and collaboration tool that drives efficiency in project management.

Java 97

Java Technology Programming Language Scala 97