RandomTrees

DECEMBER 17, 2024

In this article, we look into how GenAI is changing quality control and food safety using such technology as real-time monitoring, predictive analytics, and anomaly detection, paving the way for smart quality control. Continuous Auditing: AI systems continuously audit production processes to ensure they align with safety protocols.

Food 52

Food Manufacturing Machine Learning Algorithm 52

Zalando Engineering

SEPTEMBER 16, 2024

This article dives into the challenge of achieving even ad spend and introduces our new bidding strategy designed to address it. Currently, ad placements on the homepage are determined by a real-time bidding system. Ad spend: old vs. new algorithm However, a hidden hurdle exists: uneven ad spend. The Consequence?

Algorithm 87

Algorithm Systems Designing IT 87

RandomTrees

JANUARY 30, 2025

The utilization of Generative AI for utilities is discussed in this article, alongside smart utilities with AI , real-time monitoring AI, and AI predictive maintenance. Utility systems are completely revolutionized into intelligent, self-sustained ecosystems through an interconnected AI network.

Utilities 52

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.

Machine Learning 124

Machine Learning Algorithm Data Science Retail 124

RandomTrees

NOVEMBER 29, 2024

With the increasing demand for energy and renewable energy transition progressing forward, the older grid systems fall behind because they cannot meet the efficiency, reliability, and sustainability targets. The Need for Grid Modernization The lack of an energy transfer system worldwide has negatively affected economies and businesses.

Utilities 52

Utilities Big Data Algorithm Finance 52

Engineering at Meta

JUNE 27, 2023

In this article we’ll go through a few of the tools in the development process. Sapling: Scaling version control Sapling is a version control system that can scale to huge sizes, but also emphasizes usability. There are three main components to Sapling – a server, a client, and a virtual file system.

Java 130

Java Programming Language Algorithm Programming 130

RandomTrees

NOVEMBER 25, 2024

This article will focus on explaining the contributions of generative AI in the future of telecommunications services. 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.

Telecommunication 52

Telecommunication IT Unstructured Data Data Mining 52

RandomTrees

NOVEMBER 13, 2024

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. These tasks are completed at a much lower cost and in a much shorter time frame when undertaken simultaneously on cloud systems.

Entertainment 52

Entertainment Media Cloud Cloud Computing 52

LinkedIn Engineering

OCTOBER 5, 2023

LinkedIn is on the forefront of leveraging EBR technology to revolutionize the way we approach search and recommendation systems. Figure 1 - Example of an Embeddings Graph Embedding based retrieval (EBR) is a method that is used at the early stages of a recommendation or search system.

IT 133

IT Metadata Designing Cloud 133

Christophe Blefari

APRIL 8, 2023

Rare footage of a foundation model ( credits ) Fast News ⚡️ Twitter's recommendation algorithm — It was an Elon tweet. Twitter published on Github ( here and here ) their recommendation algorithm and they wrote a blogpost explaining how the recommendation is working.

Pipeline-centric 130

Pipeline-centric Database-centric Algorithm Data 130

Christophe Blefari

APRIL 8, 2023

Rare footage of a foundation model ( credits ) Fast News ⚡️ Twitter's recommendation algorithm — It was an Elon tweet. Twitter published on Github ( here and here ) their recommendation algorithm and they wrote a blogpost explaining how the recommendation is working.

Pipeline-centric 130

Pipeline-centric Database-centric Algorithm Data 130

Edureka

JUNE 7, 2024

In this article, we will take a closer look at two of the most talked about and widely used AI technologies of 2024 – generative AI and predictive AI. From a technical standpoint, generative AI models depend on various architectures and algorithms to achieve their remarkable creative capabilities. Is AI taking over the world?

Deep Learning 114

Deep Learning Media Algorithm Manufacturing 114

Christophe Blefari

JANUARY 20, 2024

Google News is boosting garbage AI-generated articles — This is a paid article. You should read this article to clarify these concepts. This articles gives you what's important. This article shows all the different architecture Snap put in place to deploy Airflow at scale. The title speaks by itself.

Data 130

Data Python Google Cloud Algorithm 130

RandomTrees

DECEMBER 4, 2024

The purpose of this article is to demonstrate how AI is enabling the F&B sector to utilize AI Inventory Management, GenAI Waste Reduction Solutions , and Smart Inventory Systems to streamline operations responsibly. Automated Reordering AI systems automate the reordering process by setting thresholds for stock levels.

Food 52

Food Management Manufacturing Machine Learning 52

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).

Systems 67

Systems Engineering Data Warehouse Architecture 67

Netflix Tech

JUNE 5, 2023

In this article we explain our journey towards productizing a better viewing experience for our members by utilizing features and capabilities in consumer streaming devices. Figure 1 illustrates a simple FRC algorithm that converts 24fps content to 60fps. Watch out for an upcoming article going into further details of this solution.

Algorithm 125

Algorithm Entertainment Data Science Manufacturing 125

Data Engineering Weekly

JANUARY 12, 2025

If you are starting agent development, this is a must-read article. 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. Save Your Spot → Chirag Shah & Ryen W.

Pipeline-centric 57

Pipeline-centric Data Engineering Data Engineer Engineering 57

Edureka

NOVEMBER 28, 2023

Following are the topics discussed in this article: What Is OpenCV? 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. Applications Of OpenCV How To Install OpenCV? What Is OpenCV? How To Install OpenCV?

Python 98

Python Algorithm Machine Learning Programming Language 98

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. In this article we explore what Ethical AI is, why it is important, highlight important cases in the news and look at why it is such a challenging problem to solve. What is Ethical AI.

Government 98

Government Insurance Algorithm Machine Learning 98

Team Data Science

FEBRUARY 23, 2021

This is the first piece of a series of three articles in which you'll learn: the natural linkage between digital transformation and data capabilities (the WHY); the data capabilities that allow the economic value of data to be extracted (the WHAT); an iterative process to develop data maturity (the HOW). 22 , , 23 , , 24 , , 25 ].

Business Intelligence 130

Business Intelligence Food Unstructured Data Relational Database 130

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.

Algorithm 52

Algorithm Programming Data Datasets 52

Data Engineering Weekly

FEBRUARY 9, 2025

The article further details techniques, such as load balancing, expert capacity, and parallelism strategies, to enhance MoE training and inference efficiency. The blog post highlights the industry trend of search engines transitioning towards embedding-based systems, moving beyond traditional IDF models.

Data Engineering 57

Data Engineering Data Engineer Engineering Unstructured Data 57

AltexSoft

JUNE 29, 2021

For example, Netflix takes advantage of ML algorithms to personalize and recommend movies for clients, saving the tech giant billions. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The focus here is on engineering, not on building ML algorithms.

Machine Learning 105

Machine Learning Engineering Algorithm Data Science 105

Knowledge Hut

SEPTEMBER 24, 2024

In that case, this article will guide you to learn how to get a higher salary in software engineering, fresher, or experienced IT professional. Software engineers follow some of the engineering principles or life cycles along with substantial knowledge of programming languages to create software solutions for the end users or systems.

Software Engineer 98

Software Engineer Software Engineering Engineering Programming Language 98

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. In my teaching, I’m known for using Legos and playing cards to teach some difficult distributed systems concepts. It wants new videos.

Data Engineering 147

Data Engineering Data Engineer Algorithm Engineering 147

The Pragmatic Engineer

OCTOBER 10, 2022

Part of this article was originally published in The Scoop #27 , for subscribers of The Pragmatic Engineer Newsletter last week. I decided to publish this section for everyone to read after the Business Insider article claiming that 15% of Facebook employees - 12,000 people - may lose their jobs started to spread within the media.

Engineering 130

Engineering Software Engineer Software Engineering Recruitment 130

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

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.

Process 139

Process Deep Learning Datasets Machine Learning 139

Marc Lamberti

OCTOBER 1, 2023

The truth is, 99% of the time, a sensor does nothing but sleep (That’s why you should always use deferrable operators but that’s for another article). This parameter expects a boolean value and allows progressive longer waits between pokes by using the exponential backoff algorithm. Should you always use it with your Sensors?

Data Pipeline 243

Data Pipeline SQL Algorithm Coding 243

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

Towards Data Science

SEPTEMBER 5, 2023

Recently, we had an interesting challenge: one of our customers had developed an optimisation algorithm that they wanted to run on a container-based platform in the cloud. The algorithm was designed to solve a complex optimisation problem that required some specific libraries installed in a Linux environment.

Algorithm 92

Algorithm Architecture Python Designing 92

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.

Designing 60

Designing Systems Architecture Coding 60

Cloudera

DECEMBER 3, 2021

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. Designers therefore need to explicitly and carefully construct a representation of the intent motivating the design of the system. System Design.

Government 102

Government Hospitality Education Designing 102

AltexSoft

MAY 27, 2022

This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. Intel and Cloudera saved a hospital system millions of dollars. The built-in algorithm learns from every case, enhancing its results over time. Why is the length of stay important?

Hospitality 98

Hospitality Medical Healthcare Algorithm 98

Knowledge Hut

FEBRUARY 1, 2024

Machine learning algorithms produce these suggestions. In this article, we'll talk about the top 9 applications of data science in e-commerce, How can company may use them to improve the consumer experience and revenue. This procedure is tricky and requires extensive data reading and filtering through a machine learning algorithm.

Data Science 96

Data Science Retail Algorithm Manufacturing 96

Knowledge Hut

DECEMBER 22, 2023

In this article, we unveil 10 outstanding and high-paying AI careers for you to pursue in 2024. They design, develop, and implement AI applications and models, creating the infrastructure needed for AI systems to function effectively. AI Engineer AI Engineers play a crucial role in bringing artificial intelligence projects to life.

Amazon Web Services 98

Amazon Web Services Computer Science Algorithm Programming Language 98

Picnic Engineering

JANUARY 9, 2024

To do this we couldn’t do without recommender systems. Recommender systems are used in many places within Picnic. However, recommendations aren’t just about algorithms; it’s about helping our customers save time, find the right things, and curate the shopping experience they deserve. Ok, that’s a bit of a mouthful.

Machine Learning 91

Machine Learning Datasets Algorithm Systems 91