AWS Machine Learning Blog

NOVEMBER 9, 2023

This retrieval can happen using different algorithms. He is a recipient of the Google faculty award (2015), ACM SIGSOFT Distinguished paper award (ISSTA 2016) and Maurice Halstead award (Purdue 2006). He received his PhD in Computer Science from Purdue University in 2008.

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Flipboard

NOVEMBER 24, 2023

Iris was designed to use machine learning (ML) algorithms to predict the next steps in building a data pipeline. About the Authors Greg Benson is a Professor of Computer Science at the University of San Francisco and Chief Scientist at SnapLogic.

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AWS Machine Learning Blog

FEBRUARY 28, 2023

One of the challenges of working with categorical data is that it is not as amenable to being used in many machine learning algorithms. To overcome this, we use one-hot encoding, which converts each category in a column to a separate binary column, making the data suitable for a wider range of algorithms.

ML 101

ML ML AWS Machine Learning 101

Flipboard

SEPTEMBER 4, 2023

The pipeline broke down when moved from your computer to your colleague’s computer. Switching gears, imagine yourself being part of a high-tech research lab working with Machine Learning algorithms. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated?

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ML Review

JUNE 4, 2018

Finally, one can use a sentence similarity evaluation metric to evaluate the algorithm. One such evaluation metric is the Bilingual Evaluation Understudy algorithm, or BLEU score. An example of such an approach is seen in the work of Karpathy and Fei-Fei (2015)[ 78 ]. Source : Johnson et al. using Faster-RCNN[ 82 ].

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AWS Machine Learning Blog

APRIL 18, 2023

To make things easy, these three inputs depend solely on the model name, version (for a list of the available models, see Built-in Algorithms with pre-trained Model Table ), and the type of instance you want to train on. learning_rate – Controls the step size or learning rate of the optimization algorithm during training.

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PyImageSearch

JANUARY 30, 2023

For example, they can scan test papers with the help of natural language processing (NLP) algorithms to detect correct answers and grade them accordingly. Figure 6: Changing demand for core work-related skills from 2015 to 2020 (source: IFC ). Or requires a degree in computer science? That’s not the case.

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Deep Learning Deep Learning AI AI 109

PyImageSearch

JULY 3, 2023

Figure 1: Netflix Recommendation System (source: “Netflix Film Recommendation Algorithm,” Pinterest ). Netflix recommendations are not just one algorithm but a collection of various state-of-the-art algorithms that serve different purposes to create the complete Netflix experience.

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Deep Learning Deep Learning Algorithm Machine Learning 52

AWS Machine Learning Blog

JANUARY 13, 2023

They were admitted to one of 335 units at 208 hospitals located throughout the US between 2014–2015. The eICU data is ideal for developing ML algorithms, decision support tools, and advancing clinical research. His research focuses on distributed/federated machine learning algorithms, systems, and applications. Define the model.

AWS 101

AWS Analytics Analytics Machine Learning 101

phData

MARCH 6, 2023

There is no need to be a Python programmer or to have an advanced degree in mathematics or computer science (although these things certainly don’t hurt). Through various algorithms, the tree places records from the data set into binary groups (yes/no, 0/1, true/false) until a final designation is achieved.

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Decision Trees Analytics Analytics Data Science 52

AWS Machine Learning Blog

APRIL 18, 2023

To make things easy, these three inputs depend solely on the model name, version (for a list of the available models, see Built-in Algorithms with pre-trained Model Table ), and the type of instance you want to train on. learning_rate – Controls the step size or learning rate of the optimization algorithm during training.

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ML ML Deep Learning Deep Learning 52

Snorkel AI

MARCH 1, 2023

It is based on GPT and uses machine learning algorithms to generate code suggestions as developers write. ArXiv.org ArXiv.org hosts and distributes scientific research papers form many disciplines, including mathematics, physics, and computer science. The interface recommended two such bikes based on their small size.

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Hacker News

JUNE 7, 2025

Williams proof relies on a space-efficient tree evaluation algorithm by James Cook and Ian Mertz from last years STOC conference. Cook and Mertzs algorithm builds on earlier work on catalytic computing, highlighted in a recent Quanta article. Williams then applies the tree evaluation algorithm of Cook and Mertz.

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Algorithm Computer Science Computer Science Big Data 104

DrivenData Labs

SEPTEMBER 10, 2024

Advance algorithms and analytic approaches for early prediction of AD/ADRD, with an emphasis on explainability of predictions. Top solvers from Phase 2 demonstrate algorithmic approaches on diverse datasets and share their results at an innovation event. student in Computer Science and Engineering at SUNY Buffalo.

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Machine Learning Machine Learning Computer Science Computer Science 147

Hacker News

JUNE 9, 2025

International License.

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Hacker News

AUGUST 29, 2024

After that was published in 2002 I would occasionally write small posts—for the community site around the science in my book, for our corporate blog , etc. And just as I put a lot of effort into making written exposition clear, I do the same for computational language, and for pictures. And in 2010 I started my own blog.

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DrivenData Labs

FEBRUARY 3, 2025

Recently, I became interested in machine learning, so I was enrolled in the Yandex School of Data Analysis and Computer Science Center. His journey in AI began in 2015 with a master's in computer vision for biomedical image analysis. Then we leveraged the benefits of NLP algorithms (e.g.,

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Flipboard

JULY 31, 2023

Algorithms are important and require expert knowledge to develop and refine, but they would be useless without data. These datasets, essentially large collections of related information, act as the training field for machine learning algorithms. This involves feeding the images and their corresponding labels into an algorithm (e.g.,

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Machine Learning Machine Learning Deep Learning Deep Learning 123

Flipboard

AUGUST 25, 2023

Between 2008 and 2015, many companies focused on AI drug discovery launched, including Evaxion, Exscientia, Recursion, Benevolent AI, and Insilico Medicine. AI, with its powerful algorithms and data-driven approaches, has the potential to revolutionize the process of discovering new drugs.”

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AI AI Machine Learning Machine Learning 123

Hacker News

JUNE 29, 2025

Specifically, rice seems to contain a good deal of arsenic ( https://www.consumerreports.org/cro/magazine/2015/01/how-muc. ) From a dev perspective this area has a ton of super interesting algorithmic / math / data structure applications, and computational geometry has always been special to me.

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Hacker News

JUNE 15, 2025

145 for mathematics and computer science in Kyiv , showing remarkable aptitude for both programming and electronics. His teachers note his unusual interest in the psychological effects of human-computer interaction. 2015 Featured in ArtForum’s “50 Most Influential Artists Working Today.”

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