The Pragmatic Engineer

JUNE 1, 2023

I decided to get better at algorithms and data structures a few months ago, and this project complemented it nicely. A lot of what I share in The Scoop is exclusive to this publication, meaning it’s not been covered in any other media outlet before and you’re the first to read about it. path-finding) from scratch.

Education 363

Education Project PostgreSQL Software Engineer 363

RandomTrees

NOVEMBER 13, 2024

The media and entertainment sector is being transformed on a new scale owing to technological progression. This article will explore why the integration of AI and cloud computing technologies into the media and entertainment sphere makes the production process more efficient at all stages, from development to marketing.

Entertainment 52

Entertainment Media Cloud Cloud Computing 52

Snowflake

DECEMBER 12, 2024

In a rapidly changing and competitive media and advertising industry, media companies, sports organizations, advertising agencies and others are consistently looking for ways to improve the consumer experience and drive monetization.

Media 64

Media Cloud Algorithm Machine Learning 64

The Pragmatic Engineer

MARCH 3, 2023

Competitors worked their way through a series of online algorithmic puzzles to earn a spot at the World Finals, for a chance to win a championship title and $15,000 USD. Google also ran other programs: Kick Start: algorithmic programming. Google Code Jam I/O for Women: algorithmic programming. What were these competitions?

Coding 176

Coding IT Software Engineer Software Engineering 176

Edureka

JUNE 7, 2024

The key to generating a killer social media copy, catchy tune, or viral artwork using AI lies in a crystal clear, extremely specific set of prompts. From a technical standpoint, generative AI models depend on various architectures and algorithms to achieve their remarkable creative capabilities. How Does Generative AI Work?

Deep Learning 114

Deep Learning Media Manufacturing Algorithm 114

Snowflake

AUGUST 15, 2024

In today's fast-paced world of media publishing, keeping up with technological advancements and changing consumer preferences is no easy task. By crunching vast amounts of data, including trending topics and audience preferences, AI algorithms can generate compelling content ideas in a fraction of the time it takes a human.

Media 52

Media Entertainment Algorithm Technology 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.

Algorithm 117

Algorithm Media Metadata Data Ingestion 117

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. Does this remind you of something?

Data Ingestion 110

Data Ingestion Management Algorithm Media 110

Cloudera

MAY 27, 2021

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. How can developers ensure algorithms are used for good deeds rather than nefarious purposes — that the vehicle doesn’t purposely run someone off the road?

Algorithm 120

Algorithm Media Consulting Machine Learning 120

Netflix Tech

APRIL 20, 2020

PFS is a feature of the key exchange algorithm that assures that session keys will not be compromised, even if the server’s private key is compromised. supports key exchange algorithms with PFS, but it also allows key exchange algorithms that do not support PFS. improvement in media rebuffers. Reduced Handshake TLS 1.2

Electronics 98

Electronics Transportation Media Algorithm 98

Mutt Data

JULY 13, 2023

Retail Media Networks 101: 5 Essential FAQs Answered Retail Media Networks (RMNs) are reshaping the landscape of digital advertising. After reading this post you’ll be able to answer the following questions regarding RMNs: What are Retail Media Networks (RMNs)? What are the Unique Traits of a Retail Media Network?

Retail 52

Retail Media Amazon Web Services Hospitality 52

Mutt Data

JULY 13, 2023

Retail Media Networks 101: 5 Essential FAQs Answered Retail Media Networks (RMNs) are reshaping the landscape of digital advertising. After reading this post you’ll be able to answer the following questions regarding RMNs: What are Retail Media Networks (RMNs)? What are the Unique Traits of a Retail Media Network?

Retail 52

Retail Media Amazon Web Services Hospitality 52

Christophe Blefari

MARCH 22, 2024

Capslocks and repetitions to make the algorithm understand. OpenAI closing partnerships with major newspapers in Europe — After Axel Springer in Germany , they sign with Prisma Media which groups Le Monde (France), El País (Spain) and the Huffington Post (worldwide). go check what the algorithm prepared for you.

Electronics 130

Electronics Media Data Python 130

Cloudera

SEPTEMBER 15, 2021

ML can stop a transaction if the algorithm detects anomalous behavior indicative of fraud. Other examples include cyberbullying and dissemination of fake news through social media. Facebook and Twitter, for instance, have started using ML algorithms to detect and stop these types of activity.

Medical 125

Medical Retail Datasets Algorithm 125

Netflix Tech

JANUARY 10, 2024

When Reloaded was designed, we focused on a single use case: converting high-quality media files (also known as mezzanines) received from studios into compressed assets for Netflix streaming. To achieve this, Cosmos was developed as a computing platform for workflow-driven, media-centric microservices.

Process 96

Process Pipeline-centric Media Metadata 96

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

Netflix Tech

MARCH 1, 2021

Its sweet spot is applications that involve resource-intensive algorithms coordinated via complex, hierarchical workflows that last anywhere from minutes to years. Our response was to create Cosmos, a platform for workflow-driven, media-centric microservices. debian packages).

Media 94

Media Pipeline-centric Algorithm Coding 94

Netflix Tech

MAY 1, 2019

by Guillaume du Pontavice, Phill Williams and Kylee Peña (on behalf of our Streaming Algorithms, Audio Algorithms, and Creative Technologies teams) Remember the epic opening sequence of Stranger Things 2 ? Adaptive streaming is a technology designed to deliver media to the user in the most optimal way for their network connection.

Engineering 109

Engineering Algorithm Media Entertainment 109

Knowledge Hut

JUNE 25, 2024

Python Data Science Handbook: Tools and Techniques for Developers The "Python Data Science Handbook Essential Tools for Working With Data" is the best book to learn python for data science, written by Jake Vander Plas and released by O'Reilly Media, Inc. Downey and was published by O'Reilly Media, Inc.

Data Science 97

Data Science Python Hadoop Media 97

Engineering at Meta

AUGUST 9, 2023

As the system has continued to evolve, we’ve expanded our multi-stage ranking approach with several well-defined stages, each focusing on different objectives and algorithms. The main purpose of a source is to select hundreds of relevant items from a media pool of billions of items. Candidates’ sources can be based on heuristics (e.g.,

Systems 98

Systems Media Algorithm Machine Learning 98

Pinterest Engineering

FEBRUARY 23, 2023

These advancements fit well with Pinterest use cases  —  enabling faster connection establishment (time to first byte of first request), improved congestion control (large media as we have), multiplexing without TCP head-of-line blocking (multiple downloads at the same time), and continued in-flight requests when pinners’ device network/ip changes.

Bytes 133

Bytes Media Software Engineer Software Engineering 133

Edureka

AUGUST 19, 2024

AI is a technological advancement currently revolutionizing the media and entertainment industry in today’s global markets. In this article, we will explain how AI is implemented in the media and entertainment industry. AI can be useful in content generation, audience interaction, and increased productivity.

Entertainment 40

Entertainment Media Algorithm Machine Learning 40

Knowledge Hut

MAY 3, 2024

This consists of mail management, social media platforms, accounting software, CRMs, and traditional data platforms like Azure and MySQL. These data sets are designed with Power BI algorithm and delivered in a readable and easily understandable format. Power BI merges with any software platform used to manage the businesses.

BI 98

BI Media Transportation MySQL 98

Engineering at Meta

MARCH 20, 2024

Back in 2018, the Alliance for Open Media (AOMedia) standardized the AV1 video codec. Then we designed a lightweight, scaling-distortion algorithm that estimates the distortion introduced by video scaling. This algorithm can combine these scaling distortions with the encoder distortions to produce output PSNR.

Algorithm 104

Algorithm Manufacturing Media Coding 104

Mutt Data

OCTOBER 2, 2023

Retail Media Networks - Part II In our previous post , we discussed how Retail Media Networks (RMNs) benefit both retailers looking for additional monetization channels and advertisers aiming for improved product placement. Getting Started So, you want to use a Retail Media Network to publish ads, how do I start?

Retail 40

Retail Media Algorithm Designing 40

Data Engineering Podcast

FEBRUARY 24, 2019

To help other people find the show please leave a review on iTunes , or Google Play Music , tell your friends and co-workers, and share it on social media. What is your litmus test for whether to use deep learning vs explicit ML algorithms or a basic decision tree? What are your thoughts on that layer of the build vs buy decision?

Deep Learning 100

Deep Learning Data Engineering Data Engineer Engineering 100

Netflix Tech

NOVEMBER 17, 2022

In our preference-based visual tests, we found that the deep downscaler was preferred by ~77% of test subjects, across a wide range of encoding recipes and upscaling algorithms. Our deep downscaler effort was an excellent opportunity to showcase how Cosmos can drive future media innovation at Netflix. A visual example is shown below.

Media 121

Media Architecture Algorithm Designing 121

Netflix Tech

AUGUST 17, 2023

To improve it, we decided to invest in creating a Media Understanding Platform , which enables us to extract meaningful insights from media that we can then surface in our creative tools. Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View.

Media 71

Media Algorithm Architecture Building 71

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? The role of promotional artwork Great promotional media helps viewers discover titles they’ll love.

Algorithm 105

Algorithm Media Machine Learning Designing 105

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.

Algorithm 98

Algorithm Raw Data Data Science Computer Science 98

Netflix Tech

APRIL 29, 2019

Personalization Algorithms We use Python extensively within our broader Personalization Machine Learning Infrastructure to train some of the Machine Learning models for key aspects of the Netflix experience: from our recommendation algorithms to artwork personalization to marketing algorithms.

Python 112

Python Amazon Web Services Machine Learning Algorithm 112

Knowledge Hut

JANUARY 18, 2024

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. What Is Data Science?

Programming Language 98

Programming Language Data Science Programming Java 98

Knowledge Hut

MAY 2, 2024

From the most technologically savvy person working in leading digital platform companies like Google or Facebook to someone who is just a smartphone user, there are very few who have not been impacted by artificial intelligence or machine learning in some form or the other; through social media, smart banking, healthcare or even Uber.

Machine Learning 98

Machine Learning Algorithm Datasets Python 98

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. Understand Machine Learning Even More It is one thing to know about Machine Learning algorithms and how to call their functions. How would one know what to sell and to which customers, based on data?

Data Science 97

Data Science Healthcare Machine Learning Algorithm 97

U-Next

MARCH 18, 2023

According to a recent survey, a shocking 59% of the population go to bed way past midnight, directly affecting their health – and they are blaming social media and digital devices for their distractions. Lack of sleep has become more of a trend rather than something to worry about amongst the new generation today.

Algorithm 98

Algorithm Deep Learning Media Technology 98

Knowledge Hut

OCTOBER 29, 2023

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. designing an algorithm to improve the efficiency of hospital processes. To develop such an app, you will need to have a strong understanding of computer science concepts such as data structures and algorithms.

Computer Science 111

Computer Science Coding Project Hospitality 111

U-Next

MARCH 1, 2023

Applications Social Media Companies Healthcare Apps Self-Driving Vehicle Companies like Google and Tesla have been active in this industry for a while. These bots employ AI algorithms to comprehend customer questions about credit cards, accounts, and loans. However, despite significant advances in this field.

Project 96

Project Medical Banking Healthcare 96