KDnuggets

DECEMBER 1, 2023

Image by Author When you are getting started with machine learning, logistic regression is one of the first algorithms you’ll add to your toolbox. It's a Read more »

Python 159

Python Building Machine Learning Algorithm 159

The Pragmatic Engineer

OCTOBER 17, 2024

A €150K ($165K) grant, three people, and 10 months to build it. ” Like most startups, Spare Cores also made their own “expensive mistake” while building the product: “We accidentally accumulated a $3,000 bill in 1.5 We envision building something comparable to AWS Fargate , or Google Cloud Run.

Cloud 314

Cloud AWS Metadata Cloud Computing 314

Netflix Tech

JANUARY 6, 2025

Part 2: Navigating Ambiguity By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques Building on the foundation laid in Part 1 , where we explored the what behind the challenges of title launch observability at Netflix, this post shifts focus to the how.

Metadata 87

Metadata Algorithm Systems Building 87

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. We build creator tooling to enable these colleagues to focus their time and energy on creativity.

Media 119

Media Building Algorithm Machine Learning 119

KDnuggets

MARCH 15, 2022

Also: Decision Tree Algorithm, Explained; The Complete Collection of Data Science Cheat Sheets – Part 2; Top Programming Languages and Their Uses; The Complete Collection of Data Science Cheat Sheets – Part 1.

Machine Learning 157

Machine Learning Programming Language Data Science Building 157

KDnuggets

FEBRUARY 9, 2022

The algorithms for generating text based 10 blue-links are very different from finding visually similar or related images. In this article, we will explain one such method to build a visual search engine. Ever wonder how Google or Bing finds similar images to your image?

Building 108

Building Engineering Algorithm Datasets 108

KDnuggets

FEBRUARY 17, 2022

The algorithms for generating text based 10 blue-links are very different from finding visually similar or related images. In this article, we will explain one such method to build a visual search engine. Ever wonder how Google or Bing finds similar images to your image?

Engineering 107

Engineering Building Algorithm Datasets 107

KDnuggets

FEBRUARY 28, 2022

Unless you have a basic knowledge of calculus, you cannot understand how machine learning algorithms are developed. Calculus for Machine Learning is designed for developers to get you up to speed on the calculus that you need for applied machine learning.

Machine Learning 121

Machine Learning Building Algorithm Coding 121

Snowflake

APRIL 20, 2023

Snowflake users are already taking advantage of LLMs to build really cool apps with integrations to web-hosted LLM APIs using external functions , and using Streamlit as an interactive front end for LLM-powered apps such as AI plagiarism detection , AI assistant , and MathGPT. Join us in Vegas at our Summit to learn more.

Building 130

Building Unstructured Data Government Coding 130

The Pragmatic Engineer

JUNE 1, 2023

Phase 2: some business logic, and more infra (December-January) Draw a map using JavaScript to map onto an SVG format Build a graph and traverse it. The project looks like a tough one to build from scratch on the side. I decided to get better at algorithms and data structures a few months ago, and this project complemented it nicely.

Education 363

Education Project PostgreSQL Software Engineer 363

Pinterest Engineering

SEPTEMBER 20, 2023

These teams work together to ensure algorithmic fairness, inclusive design, and representation are an integral part of our platform and product experience. Our commitment is evidenced by our history of building products that champion inclusivity. “Everyone” has been the north star for our Inclusive AI and Inclusive Product teams.

Building 109

Building Pipeline-centric Machine Learning Datasets 109

AltexSoft

MAY 12, 2022

Aiming at understanding sound data, it applies a range of technologies, including state-of-the-art deep learning algorithms. Another application of musical audio analysis is genre classification: Say, Spotify runs its proprietary algorithm to group tracks into categories (their database holds more than 5,000 genres ).

Machine Learning 122

Machine Learning Building Deep Learning Healthcare 122

Cloudera

DECEMBER 1, 2023

It focuses on five key pillars: investing in research and development; unleashing government AI resources; setting standards and policy; building the AI workforce; and advancing trust and security. The post Building Trust in Public Sector AI Starts with Trusting Your Data appeared first on Cloudera Blog. million), among others.

Building 109

Building Government Transportation Data Governance 109

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 201

Coding IT Software Engineer Software Engineering 201

Monte Carlo

NOVEMBER 12, 2024

Before building your own data architecture from scratch though, why not steal – er, learn from – what industry leaders have already figured out? Uber goes above and beyond with data quality, building a whole data observability platform called the DataCentral to monitor the health and status of their data in real-time.

Architecture 96

Architecture Data Engineering Data Engineer Engineering 96

LinkedIn Engineering

DECEMBER 20, 2023

At LinkedIn, trust is the cornerstone for building meaningful connections and professional relationships. 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.

Building 91

Building Algorithm Kafka Machine Learning 91

Cloudera

JANUARY 9, 2025

Its about comprehensive solutions, not isolated algorithms. Executives, data teams, and even end-users understand that AI means more than building models; it means unlocking strategic value. Lets build the future of enterprise intelligencetogether. Within it, youll find capabilities that clearly map to what they deliver.

Machine Learning 85

Machine Learning Raw Data Government Algorithm 85

Towards Data Science

JANUARY 30, 2025

Building more efficient AI TLDR : Data-centric AI can create more efficient and accurate models. The standard algorithm was too slow for my CPU given all thetests. I experimented with data pruning on MNIST to classify handwritten digits. Best runs for furthest-from-centroid selection compared to full dataset. Image byauthor.

Database-centric 106

Database-centric Datasets Data Architecture 106

KDnuggets

JANUARY 9, 2020

This book is thought for beginners in Machine Learning, that are looking for a practical approach to learning by building projects and studying the different Machine Learning algorithms within a specific context.

Machine Learning 160

Machine Learning Algorithm Project Building 160

KDnuggets

MARCH 8, 2022

Also: Calculus: The hidden building block of machine learning; Decision Tree Algorithm, Explained; Telling a Great Data Story: A Visualization Decision Tree; The Complete Collection of Data Science Cheat Sheets – Part 1.

Data Science 158

Data Science Algorithm Machine Learning Data 158

Snowflake

JANUARY 16, 2025

We are also making knowledge distillation pipelines via ArcticTraining Framework open source so you can build your own SwiftKV models for your enterprise or academic needs. We are helping them build gen AI solutions that are both cost effective and high performing. You can learn more in our SwiftKV research blog post.

Algorithm 84

Algorithm Data Analysis Building Process 84

Snowflake

DECEMBER 11, 2023

While digital advertisers and paid media professionals are on the hook to build ample sales pipeline and maximize return on ad spend (ROAS), they’re also expected to deliver personalized advertising content while navigating evolving privacy requirements and adhering to consumer expectations—all while extracting insights from siloed ad platforms.

Building 102

Building Cloud Media Algorithm 102

Zalando Engineering

MARCH 6, 2025

A simple request"Im building a new feature and need access to product data. had an unreasonable answer: "Subscribe to our event stream, replay events from the dawn of time, and build your own local store." To solve this, we leveraged a powerful load balancing algorithm for our products component, Consistent Hash Load Balancing (CHLB).

Algorithm 63

Algorithm Architecture Transportation Data Ingestion 63

Netflix Tech

JUNE 1, 2023

To do this, we devised a novel way to simulate the projected traffic weeks ahead of launch by building upon the traffic migration framework described here. We used this simulation to help us surface problems of scale and validate our Ads algorithms. Basic with ads was launched worldwide on November 3rd.

Algorithm 139

Algorithm Kafka Metadata Systems 139

Engineering at Meta

JUNE 12, 2024

Solving this problem requires a robust and high-speed network infrastructure as well as efficient data transfer protocols and algorithms. This includes developing new algorithms and techniques for efficient large-scale training and integrating new software tools and frameworks into our infrastructure.

Algorithm 129

Algorithm Data Storage Technology Building 129

Robinhood

MAY 30, 2024

With the Robinhood Crypto trading API, customers can write their own programs to engage with cryptocurrency markets in real-time, leveraging algorithms and strategies to execute trades swiftly and efficiently. We also engage third-party security experts to test our systems, helping us build some of the most secure systems in the industry.

Insurance 142

Insurance Portfolio Algorithm Coding 142

Netflix Tech

MARCH 28, 2025

However, as we expanded our set of personalization algorithms to meet increasing business needs, maintenance of the recommender system became quite costly. These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system.

Metadata 66

Metadata Bytes Entertainment Data Mining 66

KDnuggets

OCTOBER 6, 2023

In this guide to hierarchical clustering, learn how agglomerative and divisive clustering algorithms work. Also build a hierarchical clustering model in Python using Scipy.

Algorithm 131

Algorithm Python Building Machine Learning 131

Knowledge Hut

MAY 2, 2024

Machine learning is a field that encompasses probability, statistics, computer science and algorithms that are used to create intelligent applications. Since machine learning is all about the study and use of algorithms, it is important that you have a base in mathematics. Statistics plays a crucial role in Machine Learning Algorithms.

Machine Learning 98

Machine Learning Algorithm Datasets Python 98

KDnuggets

SEPTEMBER 16, 2022

The post introduces one of the most popular recommendation algorithms, i.e., collaborative filtering. It focuses on building an intuitive understanding of the algorithm illustrated with the help of an example.

Algorithm 112

Algorithm Building IT Machine Learning 112

KDnuggets

OCTOBER 24, 2022

Learn various algorithms to improve the robustness and performance of machine learning applications. Furthermore, it will help you build a more generalized and stable model.

Machine Learning 123

Machine Learning Algorithm Building IT 123

KDnuggets

APRIL 6, 2022

Using AIMET, developers can incorporate advanced model compression and quantization algorithms into their PyTorch and TensorFlow model-building pipelines for automated post-training optimization, as well as for model fine-tuning.

Algorithm 123

Algorithm Building 123

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

Data Engineering Weekly

JANUARY 15, 2025

Images and Videos: Computer vision algorithms must analyze visual content and deal with noisy, blurry, or mislabeled datasets. Beyond technical tasks, AI Data Engineers uphold ethical standards and privacy requirements, making their contributions vital to building trustworthy AI systems.

Data Engineering 62

Data Engineering Data Engineer Unstructured Data Engineering 62

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. The telecom field is at a promising stage, and generative AI is leading the way in this stimulating quest to build new innovations.

Telecommunication 52

Telecommunication IT Unstructured Data Data Mining 52

Snowflake

JUNE 27, 2024

Knowledge graphs present a digital model of an organization’s operations, surfacing patterns, relationships and connections that RelationalAI’s graph algorithms use to detect similarities and apply reasoning and business logic. These two algorithms are well-known for being resource intensive and time consuming.

Data Governance 120

Data Governance Algorithm Government Cloud 120

Christophe Blefari

JANUARY 26, 2024

Building a custom HTTP API, Docker image and CI/CD processes making it accessible on internet. Inputs and outputs can be instrumented with multiple techniques that will empower people in their interaction with AI algorithm. Inputs — This is what you ask from the users to feed your algorithm.

Algorithm 130

Algorithm Google Cloud Data Java 130