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 98

Media Cloud Algorithm Machine Learning 98

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 218

Coding IT Software Engineering Software Engineer 218

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 364

Education Project PostgreSQL Software Engineering 364

KDnuggets

DECEMBER 5, 2023

The article discusses how Bayesian multi-armed bandit algorithms can optimize digital media title selection, surpassing traditional A/B testing methods, demonstrated with a Python example, to boost audience engagement and decision-making in content creation.

Digital Media 138

Digital Media Media Algorithm Python 138

Data Engineering Weekly

JANUARY 15, 2025

Social media posts, scanned legal documents, sensor data from IoT devices, and video recordings are all examples of unstructured data that require specialized techniques to process and analyze effectively. 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

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 116

Algorithm Media Metadata Data Ingestion 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. Does this remind you of something?

Data Ingestion 109

Data Ingestion Management Algorithm Media 109

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 119

Algorithm Media Consulting Machine Learning 119

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

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

Striim

JANUARY 30, 2025

By integrating AI/ML models directly into these data streams, organizations gain deeper insights: advanced algorithms can spot emerging patterns, predict cascading effects, and recommend interventionsall in the moment. For example, analyzing social media mentions of flooded areas can guide rescuers to hotspots before formal reports come in.

Systems 52

Systems Management Hospitality Healthcare 52

RandomTrees

NOVEMBER 25, 2024

Understanding Generative AI Generative AI describes an integrated group of algorithms that are capable of generating content such as: text, images or even programming code, by providing such orders directly. This article will focus on explaining the contributions of generative AI in the future of telecommunications services.

Telecommunication 52

Telecommunication IT Unstructured Data Data Mining 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

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

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

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 141

Bytes Media Software Engineering Software Engineer 141

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 Machine Learning 97

Edureka

MARCH 26, 2025

DeepBrain AI is driven by powerful machine learning algorithms and natural language processing. Advanced Natural Language Processing (NLP) : DeepBrain AI uses cutting-edge NLP algorithms to understand and reply to user inputs very accurately. This is where DeepBrain AI comes in. So, how does this work? Let’s break it down.

Education 45

Education Media Deep Learning Machine Learning 45

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

Snowflake

MARCH 20, 2024

Infrastructure = data Products = algorithms If data is the infrastructure in our equation and algorithms the product, what then is the X factor? This algorithmic thinking, at scale and across society, will launch a revolution. It comes from the internet, textbooks, social media and many other sources.

Algorithm 105

Algorithm Government Banking Telecommunication 105

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

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 95

Process Pipeline-centric Media Metadata 95

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 90

Systems Media Algorithm Machine Learning 90

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

Snowflake

OCTOBER 24, 2024

Both industries create massive volumes of data that can feed AI algorithms to produce new insights. The power of data and gen AI These are just a few of the ways gen AI and a robust data strategy can help adtechs and martechs access and mobilize their advertising, media and entertainment ecosystem of data and solutions.

Entertainment 105

Entertainment Media Government Metadata 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 Data Science Raw Data Computer Science 98

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 120

Media Architecture Algorithm Designing 120

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 70

Media Algorithm Architecture Building 70

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

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 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

Edureka

APRIL 2, 2025

It is the practice of concealing information within ordinary files or media, making the hidden data undetectable to anyone unaware of its presence. 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.

IT 40

IT Metadata Algorithm Coding 40