Zalando Engineering

MARCH 6, 2025

Those without the capacity relied on an existing unified data source, such as our Presentation API, inheriting its version of product data. To serve the presentation view of a Product Offer, a multi-stage event-driven system merged Product, Price, and Stock events into a single structure. This led to competing sources of truth.

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Algorithm Architecture Transportation Data Ingestion 63

Snowflake

JULY 11, 2023

Over 500 healthcare AI algorithms have been approved by the U.S. To design better screening guidelines, sharpen those algorithms, make them better and more effective. They need clinical trials and FDA approval (which the number of approved algorithms we referenced above indicates is not an insurmountable challenge).

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Healthcare Hospitality Medical Pharmaceutical 73

Snowflake

JANUARY 16, 2025

Yet, the complexity and computational demands of LLM inference present a challenge. It offers a high-quality, user-friendly synthetic data generation pipeline and a scalable, adaptable training framework for algorithmic innovation, as well as an out-ofthe-box recipe for training your own SwiftKV models.

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Algorithm Data Analysis Building Process 97

Edureka

MAY 24, 2023

Introduction to Data Structures and Algorithms Data Structures and Algorithms are two of the most important coding concepts you need to learn if you want to build a bright career in Development. Topics to help you get started What are Data Structures and Algorithms? Algorithms act like a roadmap used to complete a process.

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Algorithm Java Programming Language Programming 72

Cloudera

JANUARY 9, 2025

Its about comprehensive solutions, not isolated algorithms. Simplifying to Amplify This renaming is part of a broader effort to simplify how we present our offerings. Renaming our platform Cloudera AI acknowledges that our customers arent just training modelstheyre embedding intelligence across their business.

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Machine Learning Raw Data Government Algorithm 85

Data Engineering Weekly

JANUARY 15, 2025

Complexity and Variability Each type of unstructured data—text, images, videos, or audio—presents unique challenges. Images and Videos: Computer vision algorithms must analyze visual content and deal with noisy, blurry, or mislabeled datasets.

Data Engineer 63

Data Engineer Data Engineering Unstructured Data Engineering 63

Netflix Tech

MARCH 28, 2025

However, as we expanded our set of personalization algorithms to meet increasing business needs, maintenance of the recommender system became quite costly. Successful scaling demands robust evaluation, efficient training algorithms, and substantial computing resources. Refer to our recent overview for more details).

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Metadata Bytes Data Mining Entertainment 84

DareData

JUNE 11, 2024

With its capabilities of efficiently training deep learning models (with GPU-ready features), it has become a machine learning engineer and data scientist’s best friend when it comes to train complex neural network algorithms. In this blog post, we are finally going to bring out the big guns and train our first computer vision algorithm.

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Algorithm Datasets Deep Learning Architecture 52

Knowledge Hut

MAY 2, 2024

Machine learning is a field that encompasses probability, statistics, computer science and algorithms that are used to create intelligent applications. Since machine learning is all about the study and use of algorithms, it is important that you have a base in mathematics. Statistics plays a crucial role in Machine Learning Algorithms.

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Machine Learning Algorithm Datasets Python 98

Pinterest Engineering

FEBRUARY 11, 2025

How we are analyzing the metric segments takes inspiration from the algorithm in Linkedins ThirdEye. a new recommendation algorithm). Next Steps What is presented here are just three approaches to narrowing down the search space of root-causes of metric movements. Each node in the tree corresponds to a possible metricsegment.

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Algorithm Software Engineering Software Engineer Aggregated Data 46

Knowledge Hut

MARCH 22, 2024

Understanding data structures and algorithms (DSA) in C++ is key for writing efficient and optimised code. Some basic DSA in C++ that every programmer should know include arrays, linked lists, stacks, queues, trees, graphs, sorting algorithms like quicksort and merge sort, and search algorithms like binary search.

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Algorithm Programming Data Datasets 52

RandomTrees

DECEMBER 17, 2024

The Role of GenAI in the Food and Beverage Service Industry GenAI leverages machine learning algorithms to analyze vast datasets, generate insights, and automate tasks that were previously labor-intensive. GenAI warns about possible risks before they take place by studying both past and present data.

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Food Manufacturing Machine Learning Algorithm 52

Jesse Anderson

NOVEMBER 30, 2023

The message could have been said in one minute or less, but YouTube’s algorithm wants ten-minute videos. The quality problem becomes more of an issue because of YouTube’s algorithm. It ensures the idea is clear and the presentation makes sense. Hype gets views, and maybe next time, you’ll learn something. It wants new videos.

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Data Engineer Data Engineering Algorithm Engineering 147

Edureka

JUNE 7, 2024

Generative AI leverages the power of deep learning to build complex statistical models that process and mimic the structures present in different types of data. From a technical standpoint, generative AI models depend on various architectures and algorithms to achieve their remarkable creative capabilities.

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Deep Learning Media Algorithm Manufacturing 114

Netflix Tech

FEBRUARY 13, 2023

We will then present a case study of using these components in order to optimize, scale, and solidify an existing pipeline. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.

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Media Machine Learning Metadata Algorithm 119

Scott Logic

OCTOBER 24, 2024

Our most interesting mission, in my opinion, was to design and build an algorithm that assigned talks to attendees according to their choices. This algorithm would save organisers the time, human error and brain power required to ensure all attendees are fairly allocated. Sort by surplus difference example It works!

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Netflix Tech

DECEMBER 17, 2024

Metadata and assets must be correctly configured, data must flow seamlessly, microservices must process titles without error, and algorithms must function as intended. They allow us to verify whether titles are presented as intended and investigate any discrepancies.

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Metadata Systems Algorithm Data Analysis 68

Snowflake

JUNE 27, 2024

Knowledge graphs present a digital model of an organization’s operations, surfacing patterns, relationships and connections that RelationalAI’s graph algorithms use to detect similarities and apply reasoning and business logic. These two algorithms are well-known for being resource intensive and time consuming.

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Data Governance Algorithm Government Cloud 124

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. This is obviously very expensive.

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Knowledge Hut

MAY 1, 2024

The art of analysing the data, extracting patterns, applying algorithms, tweaking the data to suit our requirements, and more – are all part s of data science. All these processes are done with the help of algorithms which are specially designed to perform a specific task. This is where Data Science comes into the picture.

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Algorithm Data Science Raw Data Computer Science 98

Netflix Tech

JUNE 5, 2023

Figure 1 illustrates a simple FRC algorithm that converts 24fps content to 60fps. HDMI QMS is positioned to be the ideal solution to address the problem we are presenting. Unfortunately, at present, this technology is relatively new and adoption into source and sink devices will take time.

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Algorithm Entertainment Data Science Manufacturing 124

Christophe Blefari

JANUARY 26, 2024

UX for data products — This is a presentation I really enjoyed by Claire Lebarz, VP data at Malt. Inputs and outputs can be instrumented with multiple techniques that will empower people in their interaction with AI algorithm. Inputs — This is what you ask from the users to feed your algorithm.

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Algorithm Google Cloud Data Java 130

RandomTrees

NOVEMBER 13, 2024

Machine learning algorithms are capable of absorbing a specific editor or director’s editing style and utilizing those principles for new projects, leading to quicker and more consistent edits. However, AI-assisted editing tools are transforming the systems that are capable of eliminating tough jobs from the editing process.

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Entertainment Media Cloud Cloud Computing 52

Netflix Tech

JANUARY 25, 2023

An example for storing both time and space based data would be an ML algorithm that can identify characters in a frame and wants to store the following for a video In a particular frame (time) In some area in image (space) A character name (annotation data) Pic 1 : Editors requesting changes by drawing shapes like the blue circle shown above.

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Algorithm Media Metadata Data Ingestion 116

Pinterest Engineering

MARCH 26, 2025

Megan Blake, Usha Amrutha Nookala, Jeremy Browning, Sarah Tao, AJ Oxendine, SiddarthMalreddy Overview &Context The holiday shopping season presents a unique challenge: helping millions of Pinners discover and save perfect gifts across a vast sea of possibilities.

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Building Engineering Algorithm Systems 59

Pinterest Engineering

JANUARY 31, 2025

At Pinterest, we have our in-house ANN serving system designed based on algorithms [5, 7]. Conclusion and FutureWorks In this blog, we presented our work in building our learned retrieval system across different surfaces in Pinterest. It has the top user coverage and top three save rates.

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Systems Metadata Machine Learning Architecture 67

AltexSoft

JUNE 29, 2021

For example, Netflix takes advantage of ML algorithms to personalize and recommend movies for clients, saving the tech giant billions. The focus here is on engineering, not on building ML algorithms. Analyzing and improving ML algorithms. Their task is to build ML models to get business insights.

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Machine Learning Engineering Algorithm Data Science 105

Christophe Blefari

MARCH 4, 2023

In a nutshell AI should be use as a tool to empower members and augment their success, while prioritising trust, privacy, security, and fairness, providing transparency in AI usage, and the right governance should be put in place to maintain accountability over AI algorithms. They recently opened the call for presentations.

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Machine Learning AWS Data Data Lake 130

Snowflake

JUNE 7, 2024

Driven by algorithms developed by CEO and company founder Michael Lukianoff, SignalFlare offers machine learning (ML) models that prepare price and promotion by place, product, people and period. Judges took note of this and several other factors during the presentations. SignalFlare.ai SignalFlare.ai Also, the innovation.

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Building Algorithm Big Data Machine Learning 115

Netflix Tech

JANUARY 30, 2023

In a previous blog post we explained how our artwork personalization algorithm can pick the best image for each member, but how do we create a good set of images to choose from? We could then use an unsupervised clustering algorithm (like k-means) to find clusters within these images.

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Algorithm Media Machine Learning Designing 105

Christophe Blefari

JUNE 9, 2023

It'll be more round tables and discussions about the present and the future of our ecosystem. Pierre, an Airflow committer and PMC member, will present his Airflow journey. This time he writes a graph algorithms in SQL to identify connections. The French version will be a bit different than Minds of data.

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Data Government SQL Coding 130

LinkedIn Engineering

OCTOBER 5, 2023

Enhanced Hosted Search System Our Hosted Search system, based on a Lucene-compatible EBR engine, has been enhanced to support automated embedding version management when working with Feature Cloud, and offers a variety of EBR algorithms like IVFPQ , IVF, and exhaustive search.

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Cloudera

JULY 27, 2021

Only through hands-on experimentation can we discern truly useful new algorithmic capabilities from hype. They’re outward facing, something polished that could be presented to enterprise users. We believe the best way to learn what a technology is capable of is to build things with it.

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Knowledge Hut

MAY 2, 2024

The power behind machine learning’s self-identification and analysis of new patterns, lies in the complex and powerful ‘pattern recognition’ algorithms that guide them in where to look for what. It means computers learn and there are many concepts, methods, algorithms and processes involved in making this happen.

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Knowledge Hut

FEBRUARY 1, 2024

Machine learning algorithms produce these suggestions. Data-driven optimisation algorithms coordinate the complex dance of logistics, delivery schedules, and cost economies. This procedure is tricky and requires extensive data reading and filtering through a machine learning algorithm. Thinking about Amazon and Netflix?

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Data Science Retail Algorithm Manufacturing 96

RandomTrees

NOVEMBER 13, 2024

Guided by AI algorithms, companies are able to create new dishes that take into account different flavour combinations, nutritional value, customer tastes, and other trends at the present time. 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

Netflix Tech

NOVEMBER 11, 2022

Even though such techniques can scale security solutions proportional to the service size, they bring their own set of challenges such as requiring labeled data samples, defining effective features, and finding appropriate algorithms. Data Featurization A complete list of features used in this work is presented in Table 1.

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