AWS Machine Learning Blog

NOVEMBER 15, 2024

Oil and gas data analysis – Before beginning operations at a well a well, an oil and gas company will collect and process a diverse range of data to identify potential reservoirs, assess risks, and optimize drilling strategies. Consider a financial data analysis system. Look at the indicators.”

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Database SQL Data Analysis Data Analysis 118

ODSC - Open Data Science

JANUARY 5, 2024

In this blog, we’re going to take a look at some of the top Python libraries of 2023 and see what exactly makes them tick. Top Python Libraries of 2023 and 2024 NumPy NumPy is the gold standard for scientific computing in Python and is always considered amongst top Python libraries. MultiIndex: A hierarchical index for a DataFrame.

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Python K-nearest Neighbors Data Science Data Visualization 52

PyImageSearch

JUNE 19, 2023

By the end of the lesson, readers will have a solid grasp of the underlying principles that enable these applications to make suggestions based on data analysis. Figure 7: TF-IDF calculation (source: Towards Data Science ). The item ratings of these -closest neighbors are then used to recommend items to the given user.

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K-nearest Neighbors Clustering Algorithm Deep Learning 57

AWS Machine Learning Blog

FEBRUARY 25, 2025

Its internal deployment strengthens our leadership in developing data analysis, homologation, and vehicle engineering solutions. Instead of treating each input as entirely unique, we can use a distance-based approach like k-nearest neighbors (k-NN) to assign a class based on the most similar examples surrounding the input.

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Algorithm Machine Learning Machine Learning K-nearest Neighbors 76

AWS Machine Learning Blog

AUGUST 26, 2024

From the period of September 2023 to March 2024, sellers leveraging GenAI Account Summaries saw a 4.9% The business opportunity Data often resides across multiple internal systems, such as CRM and financial tools, and external sources, making it challenging for account teams to gain a comprehensive understanding of each customer.

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AWS AI AI K-nearest Neighbors 128

Pickl AI

SEPTEMBER 3, 2023

In 2023, the expected reach of the AI market is supposed to reach the $500 billion mark and in 2030 it is supposed to reach $1,597.1 In 2023, the expected reach of the AI market is supposed to reach the $500 billion mark and in 2030 it is supposed to reach $1,597.1 Billion which is supposed to increase by 35.6% CAGR during 2022-2030.

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Machine Learning Machine Learning K-nearest Neighbors Algorithm 52

Towards AI

JULY 19, 2023

Last Updated on July 19, 2023 by Editorial Team Author(s): Anirudh Chandra Originally published on Towards AI. That post was dedicated to an exploratory data analysis while this post is geared towards building prediction models. among supervised models and k-nearest neighbors, DBSCAN, etc.,

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Machine Learning Machine Learning K-nearest Neighbors Support Vector Machines 40