Knowledge Hut

JUNE 27, 2023

Data structures and algorithms are the building blocks of effective software in computer science and programming. We shall also discuss various data structures and algorithm projects with source code. What is an Algorithm? Software engineers need to understand algorithms to design dependable and effective code.

Algorithm 52

Algorithm Coding Project Food 52

Cloudera

MAY 25, 2021

Recommendation systems have become a cornerstone of modern life, spanning sectors that include online retail, music and video streaming, and even content publishing. These systems help us navigate the sheer volume of content on the internet, allowing us to discover what’s interesting or important to us.

Systems 62

Systems Algorithm Retail Utilities 62

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 59

Designing Systems Architecture Coding 59

Edureka

JULY 18, 2024

It understands concepts like ambiguity and nuance – the two biggest blindspots of traditional computer systems This shift from generic AI to context-aware systems paves the way for a more natural and effective human-machine interaction. Think about a smart home system. New to generative AI? How Does Contextual AI Work?

Systems 40

Systems Retail Food Education 40

ProjectPro

JUNE 22, 2021

This blog will help you master the fundamentals of classification machine learning algorithms with their pros and cons. You will also explore some exciting machine learning project ideas that implement different types of classification algorithms. So, without much ado, let's dive in.

Machine Learning 72

Machine Learning Algorithm Datasets Project 72

The Pragmatic Engineer

JUNE 1, 2023

Juraj included system monitoring parts which monitor the server’s capacity he runs the app on: The monitoring page on the Rides app And it doesn’t end here. Juraj created a systems design explainer on how he built this project, and the technologies used: The systems design diagram for the Rides application The app uses: Node.js

Education 363

Education Project PostgreSQL Software Engineering 363

Data Engineering Podcast

FEBRUARY 18, 2019

Summary Distributed storage systems are the foundational layer of any big data stack. Alluxio is a distributed virtual filesystem which integrates with multiple persistent storage systems to provide a scalable, in-memory storage layer for scaling computational workloads independent of the size of your data.

Systems 100

Systems Java Media Algorithm 100

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. We also constructed and checked our ad monitoring and alerting system during this period.

Algorithm 138

Algorithm Metadata Kafka Systems 138

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

Data Engineering Weekly

SEPTEMBER 8, 2024

The blog, like the previous one, explores the role of Gen AI in the publishing industry. link] Sebastian Raschka: New LLM Pre-training and Post-training Paradigms The previous two blogs show a glimpse of the next wave in Gen-AI: the ability to train internal business/ content with LLM and its business impact.

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

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 118

ProjectPro

JULY 9, 2021

Suppose you’re among those fascinated by the endless possibilities of deep learning technology and curious about the popular deep learning algorithms behind the scenes of popular deep learning applications. Table of Contents Why Deep Learning Algorithms over Traditional Machine Learning Algorithms? What is Deep Learning?

Deep Learning 40

Deep Learning Algorithm Machine Learning Datasets 40

Netflix Tech

JANUARY 10, 2024

This introductory blog focuses on an overview of our journey. Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. This architecture shift greatly reduced the processing latency and increased system resiliency.

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Process Pipeline-centric Media Metadata 93

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. Such a system would include features like: Developing an application to manage patient records.

Computer Science 111

Computer Science Coding Project Hospitality 111

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 107

Striim

JULY 23, 2024

Here’s everything you need to know about how hospitals can leverage advancements of machine learning in healthcare to streamline operations and modernize existing systems. Machine learning (ML) in healthcare is the transformative use of advanced algorithms and models to analyze and interpret massive amounts of data.

Hospitality 52

Hospitality Healthcare Machine Learning Algorithm 52

Cloudera

NOVEMBER 4, 2024

Before the widespread use of LLMs, document analysis was primarily conducted through manual methods and rule-based systems. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM.

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Unstructured Data Architecture Algorithm Machine Learning 74

Knowledge Hut

JANUARY 16, 2024

In this comprehensive blog, we delve into the foundational aspects and intricacies of the machine learning landscape. It is the realm where algorithms self-educate themselves to predict outcomes by uncovering data patterns. It has no manual coding; it is all about smart algorithms doing the heavy lifting.

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

LinkedIn Engineering

FEBRUARY 23, 2023

Offering such high availability to deliver the desired member and customer experience necessitates being able to, in real-time, identify and remediate different types of overloads that can plague a system. Be an out-of-the-box solution that works for all LinkedIn services without service owners or SREs needing to tune the algorithm.

Algorithm 101

Algorithm Java Designing Systems 101

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 97

RandomTrees

MARCH 12, 2024

In this blog post, we’ll explore how Generative AI is revolutionizing the way we approach driver assistance, safety, and overall well-being on the road. Personalized Assistance: Generative AI algorithms analyze individual driving habits, preferences, and health data to provide personalized assistance.

Transportation 52

Transportation Algorithm Utilities Technology 52

Cloudera

MAY 27, 2021

This blog post was written by Pedro Pereira as a guest author for Cloudera. . An authoritarian regime is manipulating an artificial intelligence (AI) system to spy on technology users. It’s important to be conscious of this reality when creating algorithms and training models. Transparency is key.

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Algorithm Media Consulting Machine Learning 119

Knowledge Hut

APRIL 26, 2024

Machine learning uses algorithms that comb through data sets and continuously improve the machine learning model. B ut it is a great resource for u sers /learners to get better conne cted with the data and draw insights from it by applying different types of algorithms on it. We can detect the different behaviors of the author /user.

Machine Learning 98

Machine Learning Datasets Deep Learning Finance 98

LinkedIn Engineering

DECEMBER 20, 2023

By leveraging cutting-edge technologies, machine learning algorithms, and a dedicated team, we remain committed to ensuring a secure and trustworthy space for professionals to connect, share insights, and foster their career journeys. Let’s look into the critical modules that are needed to build this type of system.

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Building Algorithm Kafka Machine Learning 91

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.

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Machine Learning Algorithm Data Science Government 97

U-Next

MARCH 1, 2023

You can find many Artificial Intelligence applications in this blog that you can use as project ideas for your academic assignments or personal growth. Applications Technology Giants Advertising Firms Handwritten Digit Recognition Artificial neural networks are used to build a system that correctly decodes handwritten numbers.

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Project Medical Banking Healthcare 96

Scott Logic

AUGUST 8, 2024

In one of these discussions, I learnt of the Department for Science, Innovation and Technology’s Algorithmic Transparency Recording Standard and its repository of algorithmic transparency records. Should we be holding digital technology to such higher expectations?!

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Government Algorithm Data Governance Metadata 52

Knowledge Hut

NOVEMBER 27, 2023

In fact, you reading this blog is also being recorded as an instance of data in some digital storage. Data Science is a field that uses scientific methods, algorithms, and processes to extract useful insights and knowledge from noisy data. These systems and methods can be applied to massive amounts of data.

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Data Science Healthcare Machine Learning Algorithm 97

Tweag

JANUARY 17, 2024

The typechecker is carefully designed; it’s actually very easy to come up with a sound type system which is undecidable. We want the algorithm to be stable and predictable. We want the algorithm to be stable and predictable. GHC’s typechecker largely follows the algorithm described in the paper OutsideIn(x).

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Algorithm AWS Designing Systems 136

RandomTrees

JUNE 17, 2024

This article looks into AI’s different uses in financial fraud detection, with a focus on techniques involving anomaly detection, machine learning algorithms, and real-time data analysis that help safeguard the credibility of financial systems. It then minimizes financial losses and preserves trust in financial systems.

Banking 52

Banking Deep Learning Finance Machine Learning 52

Ascend.io

SEPTEMBER 6, 2024

In this blog post, we’re exploring the emerging role of AI in ensuring data is accurate, reliable, and insightful. AI-driven data cleansing involves using machine learning algorithms to identify and correct inaccuracies in datasets. This creates a self-improving data quality system that gets smarter with more data.

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Data Cleanse Data Workflow Data Pipeline Machine Learning 52

Towards Data Science

DECEMBER 1, 2023

Embeddings are used in many applications like search engines, recommendation systems, and chatbots. Many vector databases are now measuring their performance using this approach in their tech blogs. In this blog post, I deep dive into (4) above and show you a new insight I discovered using a streaming workload benchmark.

Database 52

Database Algorithm Datasets Kafka 52

Knowledge Hut

MARCH 26, 2024

On the other hand, AI, compared to human intelligence, is a product of human-designed algorithms, computational power, and data processing capabilities. In this blog post, I will give you a detailed comparative analysis of AI vs HI. What is AI? AI lets machines analyze information, learn from data, and even make decisions.

Algorithm 52

Algorithm Deep Learning Education Datasets 52

Knowledge Hut

MARCH 15, 2024

Then, as you start working, you will utilize this knowledge to optimize vital ML systems and algorithms. These systems are responsible for ingraining complex algorithms into digitized devices and increasing their processing power. They must be able to gauge a system’s performance based on statistical analysis.

Machine Learning 52

Machine Learning Engineering Amazon Web Services Algorithm 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

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.

Metadata 103

Metadata Electronics Algorithm Software Engineering 103

Pinterest Engineering

MAY 17, 2023

In this blog post, we will walk through: The Warden Anomaly Detection Platform. Detection and removal of spam and users who create spam is a priority in keeping our systems safe and providing a great experience for our users. Different approaches and algorithms would be needed to accommodate those differences. What is Warden?

Algorithm 85

Algorithm Engineering Machine Learning Project 85