Cloudera

JANUARY 9, 2025

Its about comprehensive solutions, not isolated algorithms. The post From Machine Learning to AI: Simplifying the Path to Enterprise Intelligence appeared first on Cloudera Blog. 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

Cloudera

MAY 27, 2021

This blog post was written by Pedro Pereira as a guest author for Cloudera. . 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. AI and other data-intensive algorithms are infants.

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Algorithm Media Consulting Machine Learning 119

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. Basic with ads was launched worldwide on November 3rd.

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Algorithm Kafka Metadata Systems 139

databricks

SEPTEMBER 21, 2023

Introduction In this blog post, we'll explore a set of advanced SQL functions available within Apache Spark that leverage the HyperLogLog algorithm, enabling.

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Algorithm SQL Data Engineering Data Engineer 112

Christophe Blefari

MARCH 8, 2024

I mean, there is a big difference between podcast for instance and news blogging like I'm doing. This is just the beginning and for the moment the algorithm is very trivial, this is a collaborative filtering algorithm that recommends you links you did not clicked on that have been clicked by members with the same click behaviour as you.

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Data Algorithm Database Education 130

KDnuggets

APRIL 18, 2022

This blog walks through a process for experimenting with hyperparameters, training algorithms and other parameters of Graph Neural Networks.

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Algorithm Process 116

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

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. And how can we do this over the course of multiple slots?

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Algorithm Building Designing IT 52

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. Based on the 4 phases of a Data Science project, the possibilities can be worked out well. But now from the beginning. The four phases are: Proof-of-Concept, MVP, Validation and Scaling.

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Data Science Algorithm Data Engineering Data Engineer 130

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

Pinterest Engineering

MARCH 26, 2025

Shopping Experience Enhancement Expanding the dynamic header system to other Pinterest surfaces Developing new shopping-specific modules Further optimizing the gift discovery algorithm 3. Gift-Specific Filtering: A post-ranking filter removes utilitarian products while elevating items with strong giftsignals.

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Building Engineering Algorithm Systems 59

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

Cloudera

NOVEMBER 17, 2021

TPOT is a library for performing sophisticated search over whole ML pipelines, selecting preprocessing steps and algorithm hyperparameters to optimize for your use case. The post New Applied ML Prototypes Now Available in Cloudera Machine Learning appeared first on Cloudera Blog.

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Machine Learning Algorithm Data Science Retail 124

RandomTrees

MARCH 10, 2025

Revenue Growth: Marketing teams use predictive algorithms to find high-value leads, optimize campaigns, and boost ROI. AI and Machine Learning: Use AI-powered algorithms to improve accuracy and scalability. JPMorgan Chase employs complex algorithms to optimize investment strategies and reduce risk.

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Retail Data Governance Hospitality Banking 52

Data Engineering Weekly

FEBRUARY 9, 2025

I found the product blog from QuantumBlack gives a view of data quality in unstructured data. The blog post highlights the industry trend of search engines transitioning towards embedding-based systems, moving beyond traditional IDF models. The system design is an excellent reminder of thinking from a user's perspective.

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Data Engineering Data Engineer Engineering Unstructured Data 57

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

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

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. Figure 03: The Data Science Lifecycle.

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Machine Learning Algorithm Data Science Government 97

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

Cloudera

SEPTEMBER 15, 2021

ML can stop a transaction if the algorithm detects anomalous behavior indicative of fraud. Facebook and Twitter, for instance, have started using ML algorithms to detect and stop these types of activity. The algorithms are imperfect, but they will get better in time as they “learn” by processing more data. .

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Medical Retail Datasets Algorithm 120

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

Christophe Blefari

APRIL 19, 2024

Structured generative AI — Oren explains how you can constraint generative algorithms to produce structured outputs (like JSON or SQL—seen as an AST). This blog shows how you can use Gen AI to evaluate inputs like translations with added reasons. — A great blog to answer a great question.

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MySQL Data Datasets SQL 130

Cloudera

NOVEMBER 19, 2020

Machine learning algorithms enable fraud detection systems to distinguish between legitimate and fraudulent behaviors. Some of these algorithms can be adaptive to quickly update the model to take into account new, previously unseen fraud tactics allowing for dynamic rule adjustment. Learn more: Fraud Prevention Resource Kit.

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Government Machine Learning Algorithm Raw Data 119

Pinterest Engineering

FEBRUARY 23, 2023

Experimenting with various congestion control algorithms. To learn more about engineering at Pinterest, check out the rest of our Engineering Blog and visit our Pinterest Labs site. Exploring 0-RTT connection establishments. To explore life at Pinterest, visit our Careers page.

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Bytes Media Software Engineer Software Engineering 141

Christophe Blefari

MARCH 22, 2024

❤️ I rarely say it, if Data News helps you save time you should consider taking a paid subscription (60€/year) to help me covers the blog fees and my writing Fridays. Capslocks and repetitions to make the algorithm understand. go check what the algorithm prepared for you. on April 10.

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Electronics Media Data Python 130

Tweag

JANUARY 17, 2024

We want the algorithm to be stable and predictable. GHC’s typechecker largely follows the algorithm described in the paper OutsideIn(x). Where we’re allowed to generalise is very important: if the typechecking algorithm could generalise everywhere it’d be undecidable. Show a => Bool -> a -> [Char] -> [Char].

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Algorithm AWS Designing Systems 136

LinkedIn Engineering

FEBRUARY 23, 2023

In our previous blog post, Hodor: Detecting and addressing overload in LinkedIn microservices , we introduced the Holistic Overload Detection and Overload Remediation (HODOR) framework. 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

Christophe Blefari

MARCH 4, 2023

I'll try to think about it in the following weeks to understand where I go for the third year of the newsletter and the blog. After last week question about your consideration of a paying subscription I got a few feedbacks and it helped me a lot realise how you see the newsletter and what it means for a you. So thank you for that.

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Machine Learning AWS Data Data Lake 130

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.

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Coding Deep Learning Programming Java 130

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? In this blog post, we talk about two approaches to create effective artwork. What data would you like to have if you were designing an asset suite?

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Algorithm Media Machine Learning Designing 105

Picnic Engineering

OCTOBER 14, 2024

A broad overview of the contents of an MPP As the scale of operations is quite large, Picnic uses various algorithms for each stage of the MPP to automatically generate a planning. For example, a branch-and-bound algorithm can prune solutions, by deducing that no better score can be achieved in certain areas of the search space.

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Algorithm Datasets Java Coding 75

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. . The post Becoming an AI-first Organization appeared first on Cloudera Blog. Computers are very good at this type of intelligence. It is the conduit to the outcome.

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Data Collection Algorithm Machine Learning Education 112

Christophe Blefari

JUNE 3, 2023

The camera is using location data to feed context to a generative algorithm. A ridesharing app simulation — Juraj developed over the last months a complete simulation of a ridesharing app (like Uber), he shared everything he did in blog posts and the results is kinda amazing.

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Data Pipeline Data SQL Algorithm 130

Knowledge Hut

OCTOBER 29, 2023

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. Till then, pick a topic from this blog and get started on your next great computer science project. designing an algorithm to improve the efficiency of hospital processes. Source Code: Weather Forecast App 3.

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Computer Science Coding Project Hospitality 111

Snowflake

AUGUST 7, 2024

As we describe in this blog post , the top-k feature uses runtime information — namely, the current contents of the top-k elements — to skip micro-partitions where we can guarantee that they won’t contribute to the overall result. on average, with some queries also reaching up to 99.8% improvement. How does it work?

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Metadata Algorithm Process Utilities 89

Netflix Tech

NOVEMBER 29, 2023

As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF. We A/B tested HDR-DO encodes in production in Q3-Q4 2021, followed by improving the ladder generation algorithm further in early 2022. The arrival of HDR-VMAF allowed us to create HDR streams with DO applied, i.e., HDR-DO encodes.

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Metadata Algorithm Electronics Software Engineer 104

Snowflake

APRIL 20, 2023

When asked what trends are driving data and AI , I explained two broad themes: The first is seeing more models and algorithms getting productionized and rolled out in interactive ways to the end user. And second, with the power to be more pervasive than I can even imagine, is generative AI and LLMs.

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