Edureka

APRIL 22, 2025

This blog will explore the significant advancements, challenges, and opportunities impacting data engineering in 2025, highlighting the increasing importance for companies to stay updated. In 2025, this blog will discuss the most important data engineering trends, problems, and opportunities that companies should be aware of.

Data Engineer 52

Data Engineer Data Engineering Engineering Consulting 52

Netflix Tech

JUNE 1, 2023

We used this simulation to help us surface problems of scale and validate our Ads algorithms. Replay traffic enabled us to test our new systems and algorithms at scale before launch, while also making the traffic as realistic as possible. We also constructed and checked our ad monitoring and alerting system during this period.

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Algorithm Kafka Metadata Systems 139

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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Systems Machine Learning Data Mining Algorithm 98

Pinterest Engineering

FEBRUARY 11, 2025

This blog outlines the three pragmatic approaches that form the basis of the root-cause analysis (RCA) platform at Pinterest. How we are analyzing the metric segments takes inspiration from the algorithm in Linkedins ThirdEye. a new recommendation algorithm). The possible reasons go on andon.

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Algorithm Software Engineering Software Engineer Aggregated Data 46

Cloudera

MAY 27, 2021

This blog post was written by Pedro Pereira as a guest author for Cloudera. . An authoritarian regime is manipulating an artificial intelligence (AI) system to spy on technology users. It’s important to be conscious of this reality when creating algorithms and training models. Transparency is key.

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Algorithm Media Consulting Machine Learning 119

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. Processing took several hours to complete.

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Media Building Algorithm Machine Learning 119

Data Engineering Weekly

FEBRUARY 9, 2025

I found the product blog from QuantumBlack gives a view of data quality in unstructured data. link] Pinterest: Advancements in Embedding-Based Retrieval at Pinterest Homefeed Pinterest writes about its embedding-based retrieval system enhancements for Homefeed personalization and engagement.

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Data Engineer Data Engineering Engineering Unstructured Data 58

Pinterest Engineering

MARCH 26, 2025

Unified Logging System: We implemented comprehensive engagement tracking that helps us understand how users interact with gift content differently from standardPins. Unified Logging System: We implemented comprehensive engagement tracking that helps us understand how users interact with gift content differently from standardPins.

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Building Engineering Algorithm Systems 59

Team Data Science

MAY 20, 2020

In this blog post only two of the four phases will be discussed. A data scientist who can work on algorithms. The platform architect build something with the system administrators. Based on the 4 phases of a Data Science project, the possibilities can be worked out well. But now from the beginning.

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Data Science Algorithm Data Engineering Data Engineer 130

Netflix Tech

DECEMBER 19, 2024

This followed a previous blog on the same topic. Frequently, practitioners want to experiment with variants of these flows, testing new data, new parameterizations, or new algorithms, while keeping the overall structure of the flow or flowsintact.

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Machine Learning Project Data Warehouse Coding 81

RandomTrees

JANUARY 30, 2025

Utility systems are completely revolutionized into intelligent, self-sustained ecosystems through an interconnected AI network. The grid allows AI systems to gather information via IoT sensors, smart utility meters, and other devices for real-time analysis.

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Utilities Algorithm Machine Learning Systems 52

Cloudera

NOVEMBER 17, 2021

In the hands of an experienced practitioner, AutoML holds much promise for automating away some of the tedious parts of building machine learning systems. TPOT is a library for performing sophisticated search over whole ML pipelines, selecting preprocessing steps and algorithm hyperparameters to optimize for your use case.

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Machine Learning Algorithm Data Science Retail 124

Edureka

NOVEMBER 28, 2023

In this blog, we will learn how we can install OpenCV python on windows. The Library has more than 2500 optimized algorithms, which includes a comprehensive set of both classic and state-of-the art computer vision and machine learning algorithms. Following are the topics discussed in this article: What Is OpenCV? What Is OpenCV?

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Python Algorithm Machine Learning Programming Language 98

Data Engineering Weekly

SEPTEMBER 26, 2024

Most cloud providers offer built-in encryption options and key management systems (KMS) , making it easier to stay compliant without sacrificing security. Two prevalent models are: Role-Based Access Control (RBAC): This system assigns permissions based on predefined organizational roles (e.g., data analyst, marketing manager).

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Systems Engineering Data Warehouse Architecture 68

Cloudera

NOVEMBER 19, 2020

Furthermore, the same tools that empower cybercrime can drive fraudulent use of public-sector data as well as fraudulent access to government systems. Machine learning algorithms enable fraud detection systems to distinguish between legitimate and fraudulent behaviors. Technology can help. The Public Sector data challenge.

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Government Machine Learning Algorithm Raw Data 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

MARCH 22, 2024

The C programming language plays a crucial role in Data Structure and Algorithm (DSA). Since C is a low-level language, it allows for direct memory manipulation, which makes it perfect for implementing complex data structures and algorithms efficiently. This blog will provide you with a strong foundation in DSA using C.

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Algorithm Programming Language Software Engineering Software Engineer 52

Cloudera

FEBRUARY 11, 2022

Advances in the development and application of Machine Learning (ML) and Deep Learning (DL) algorithms, require greater care to ensure that the ethics embedded in previous rule-based systems are not lost. This blog post hopes to provide this foundational understanding. What is Machine Learning.

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Machine Learning Algorithm Data Science Government 97

Striim

APRIL 10, 2025

This growing demand for real-time analytics, scalable infrastructures, and optimized algorithms is driven by the need to handle large volumes of high-velocity data without compromising performance or accuracy. Enhanced Accuracy: Real-time processing utilizes sophisticated algorithms.

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Data Analytics Algorithm Datasets Data 52

Cloudera

APRIL 13, 2022

So good, in fact, that machine learning (ML) algorithms can be trained to pick up patterns and anomalies that elude the human senses. . Once a company has the necessary systems in place to manage the data lifecycle, it can start to transform itself into an AI-first organization. Computers are very good at this type of intelligence.

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Data Collection Algorithm Machine Learning Education 112

Zalando Engineering

MAY 13, 2024

As a design system evolves alongside with the brand it represents, there are often multiple occasions when a need to introduce variations arises. The previous article on this blog gives a wider overview of the Zalando Design System. The previous article on this blog gives a wider overview of the Zalando Design System.

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Designing Systems Architecture Coding 60

Netflix Tech

NOVEMBER 11, 2022

This blog series will take you behind the scenes, showing you how we use the power of machine learning to create stunning media at a global scale. With media-focused ML algorithms, we’ve brought science and art together to revolutionize how content is made. Media is at the heart of Netflix.

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Media Machine Learning Algorithm Deep Learning 98

LinkedIn Engineering

FEBRUARY 23, 2023

Offering such high availability to deliver the desired member and customer experience necessitates being able to, in real-time, identify and remediate different types of overloads that can plague a system. Be an out-of-the-box solution that works for all LinkedIn services without service owners or SREs needing to tune the algorithm.

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Algorithm Java Designing Systems 101

AltexSoft

AUGUST 25, 2021

Besides simply looking for email addresses associated with spam, these systems notice slight indications of spam emails, like bad grammar and spelling, urgency, financial language, and so on. Such dialog systems are the hardest to pull off and are considered an unsolved problem in NLP. Language detection. Question answering.

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Process Deep Learning Datasets Machine Learning 139

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.

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Retail Hospitality Data Governance Banking 52

Tweag

JANUARY 17, 2024

The typechecker is carefully designed; it’s actually very easy to come up with a sound type system which is undecidable. We want the algorithm to be stable and predictable. We want the algorithm to be stable and predictable. GHC’s typechecker largely follows the algorithm described in the paper OutsideIn(x).

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Algorithm AWS Designing Systems 136

Cloudera

NOVEMBER 25, 2021

Advances in the performance and capability of Artificial Intelligence (AI) algorithms has led to a significant increase in adoption in recent years. As the systems we develop become increasingly sophisticated, and in some cases autonomous, we remain ethically responsible for those systems. in 2021 to USD $327 billion.

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Government Insurance Algorithm Machine Learning 98

Data Engineering Weekly

JANUARY 12, 2025

This blog captures the current state of Agent adoption, emerging software engineering roles, and the use case category. link] Uber: How Uber Uses Ray® to Optimize the Rides Business Uber writes about a hybrid Spark and Ray system to optimize the budget allocation of its ride-sharing business.

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Pipeline-centric Data Engineer Data Engineering Engineering 58

Edureka

APRIL 2, 2025

In this blog, we’ll explore what steganography is, its types, techniques, and real-world applications in today’s digital landscape. In the digital realm, steganography has become even more sophisticated, using techniques like the Least Significant Bit (LSB) algorithm, which hides information in image, audio, or video files.

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IT Metadata Algorithm Coding 40

U-Next

MARCH 1, 2023

You can find many Artificial Intelligence applications in this blog that you can use as project ideas for your academic assignments or personal growth. Applications Technology Giants Advertising Firms Handwritten Digit Recognition Artificial neural networks are used to build a system that correctly decodes handwritten numbers.

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Project Medical Banking Healthcare 96

Netflix Tech

JANUARY 10, 2024

This introductory blog focuses on an overview of our journey. Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. This architecture shift greatly reduced the processing latency and increased system resiliency.

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Process Pipeline-centric Media Metadata 95

DataKitchen

NOVEMBER 5, 2024

This foundational layer is a repository for various data types, from transaction logs and sensor data to social media feeds and system logs. Suppose a batch from a transactional system only loads partial records into the Bronze layer due to truncation or data source issues.

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Architecture Raw Data Pipeline-centric Data Ingestion 78

Edureka

FEBRUARY 8, 2023

In this blog we will get to know about the perks of ChatGPT for coding. This blog will help you learn how this effective tool can help you write code with ease, and we will also cover topics like: What is ChatGPT? That concludes our blog on ChatGPT for coding. As a Google substitute, ChatGPT nicely satisfies the needs.

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Coding Deep Learning Programming Java 130

Cloudera

DECEMBER 3, 2021

In part 1 of this blog post, we discussed the need to be mindful of data bias and the resulting consequences when certain parameters are skewed. 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.

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Government Hospitality Education Designing 102

RandomTrees

NOVEMBER 13, 2024

In this blog, we will look at some of the approaches GenAI has advanced in food and beverage, supported by relevant research statistics as well as real-life experiences and case studies in detail. Recipe Development and Ingredient Sourcing Another area where AI is advancing with great impact is food product development.

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Food Manufacturing Algorithm Utilities 52

Knowledge Hut

JANUARY 16, 2024

In this comprehensive blog, we delve into the foundational aspects and intricacies of the machine learning landscape. It is the realm where algorithms self-educate themselves to predict outcomes by uncovering data patterns. It has no manual coding; it is all about smart algorithms doing the heavy lifting.

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Machine Learning Engineering Programming Language Algorithm 98

Edureka

FEBRUARY 12, 2025

In this blog on Full Stack Developers vs Software Engineers, we’ll look at their main differences. Software Engineers, on the other hand, specialize in building and developing comprehensive systems, with an emphasis on architectural and engineering concepts. At first look, they may appear extremely similar.

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Software Engineering Software Engineer Computer Science Programming Language 52