ODSC - Open Data Science

OCTOBER 18, 2023

Many companies are now utilizing data science and machine learning , but there’s still a lot of room for improvement in terms of ROI. Yet despite these difficulties, Gartner forecasts investment in artificial intelligence to reach an unprecedented $62.5 billion in 2022, an increase of 21.3%

Machine Learning 52

Machine Learning Machine Learning Clustering Data Science 52

IBM Journey to AI blog

JULY 6, 2023

These computer science terms are often used interchangeably, but what differences make each a unique technology? To keep up with the pace of consumer expectations, companies are relying more heavily on machine learning algorithms to make things easier. Artificial intelligence is the overarching system.

Deep Learning 57

Deep Learning Deep Learning Machine Learning Machine Learning 57

ODSC - Open Data Science

MARCH 14, 2023

One of the simplest and most popular methods for creating audience segments is through K-means clustering, which uses a simple algorithm to group consumers based on their similarities in areas such as actions, demographics, attitudes, etc. In this tutorial, we will work with a data set of users on Foursquare’s U.S.

Clustering 98

Clustering Python Algorithm Data Science 98

ODSC - Open Data Science

JUNE 7, 2023

Bilokon | Visiting Lecturer, CEO and Founder | Imperial College London, Thalesians Ltd Apache Kafka for Real-Time Machine Learning Without a Data Lake: Kai Waehner | Global Field CTO, Author, International Speaker Semantic Analysis and Procedural Language Understanding in the Era of Large Language Models: Dr. Gözde Gül Şahin | Assistant Professor, (..)

Apache Kafka 52

Apache Kafka Machine Learning Machine Learning Data Science 52

AWS Machine Learning Blog

APRIL 29, 2024

Continual pre-training techniques like the ones described in this post require access to high-performance compute instances, which has become more difficult to get as more developers are using generative artificial intelligence (AI) and LLMs for their applications. Our cluster consisted of 16 nodes, each equipped with a trn1n.32xlarge

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AWS Clustering ML ML 95

NYU Center for Data Science

NOVEMBER 15, 2023

The conference began in 1987 and focuses on the advancement of research in AI and machine learning. The conference will take place in-person at the New Orleans Ernest N. Morial Convention Center.

Data Science 83

Data Science Computer Science Computer Science Supervised Learning 83

AWS Machine Learning Blog

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). Using the Neuron Distributed library with SageMaker SageMaker is a fully managed service that provides developers, data scientists, and practitioners the ability to build, train, and deploy machine learning (ML) models at scale.

AWS 84

AWS ML ML Clustering 84

Pickl AI

JULY 18, 2023

The salary of an Artificial Intelligence Architect in India ranges between ₹ 18.0 An AI Architect is a skilled professional responsible for designing and implementing artificial intelligence solutions within an organization. from 2023 to 2030. Lakhs to ₹ 56.7 Their average annual salary is ₹ 31.8 Who is an AI Architect?

AI 52

AI AI Machine Learning Machine Learning 52

Pickl AI

JULY 25, 2023

Proficient in programming languages like Python or R, data manipulation libraries like Pandas, and machine learning frameworks like TensorFlow and Scikit-learn, data scientists uncover patterns and trends through statistical analysis and data visualization. Data Visualization: Matplotlib, Seaborn, Tableau, etc.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

Flipboard

DECEMBER 26, 2023

Wes Ramage was born with a condition called optic nerve hypoplasia, an underdevelopment of the clusters of cells that relay signals from the retina to the brain. He can see objects, but no details. His family moved around a lot throughout Southern Ontario. As a kid with extremely limited vision, he …

Clustering 160

Clustering AI AI Computer Science 160

Heartbeat

OCTOBER 25, 2023

Empowering Data Scientists and Machine Learning Engineers in Advancing Biological Research Image from European Bioinformatics Institute Introduction: In biological research, the fusion of biology, computer science, and statistics has given birth to an exciting field called bioinformatics.

Machine Learning 52

Machine Learning Machine Learning Data Scientist Algorithm 52

Becoming Human

MARCH 16, 2023

Graph visualization: Information visualization is a branch of mathematics and computer science that exists at the intersection of geometric graph theory and computer science. Graph clustering: The visualization of data in the form of graphs is referred to as clustering. How do Graph Neural Networks work?

Clustering 87

Clustering Computer Science Computer Science Deep Learning 87

Flipboard

AUGUST 31, 2023

Tesla has revealed its investment into a massive compute cluster comprising 10,000 Nvidia H100 GPUs specifically designed to power AI workloads.

Clustering 151

Clustering AI AI Computer Science 151

ODSC - Open Data Science

FEBRUARY 17, 2023

Knowing how spaCy works means little if you don’t know how to apply core NLP skills like transformers, classification, linguistics, question answering, sentiment analysis, topic modeling, machine translation, speech recognition, named entity recognition, and others.

Deep Learning 111

Deep Learning Deep Learning Data Science Natural Language Processing 111

ODSC - Open Data Science

APRIL 13, 2023

Botnets Detection at Scale — Lessons Learned From Clustering Billions of Web Attacks Into Botnets Read more to learn about the data flow, the challenges, and the way we get successful results of botnet detection. Here’s how. Hands-on Data-Centric AI: Data Preparation Tuning — Why and How?

ML 52

ML ML Data Science Machine Learning 52

Flipboard

JUNE 5, 2023

One resembles the kind of pickup soccer game, usually with very young kids or drunk adults, where every player clusters in a … Here's why. There are, roughly speaking, two Silicon Valleys.

Clustering 123

Clustering AI AI Computer Science 123

PyImageSearch

JUNE 19, 2023

machine learning, statistics, probability, and algebra) are used to achieve this. machine learning, statistics, probability, and algebra) are employed to recommend our popular daily applications. This is where machine learning, statistics, and algebra come into play. These engines utilize user data (e.g.,

K-nearest Neighbors 56

K-nearest Neighbors Clustering Algorithm Deep Learning 56

Flipboard

NOVEMBER 24, 2023

SnapLogic’s AI journey In the realm of integration platforms, SnapLogic has consistently been at the forefront, harnessing the transformative power of artificial intelligence. Iris was designed to use machine learning (ML) algorithms to predict the next steps in building a data pipeline. Sandeep holds an MSc.

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Database AWS ETL SQL 112

AWS Machine Learning Blog

FEBRUARY 10, 2023

Through a collaboration between the Next Gen Stats team and the Amazon ML Solutions Lab , we have developed the machine learning (ML)-powered stat of coverage classification that accurately identifies the defense coverage scheme based on the player tracking data. Journal of machine learning research 9, no.

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ML ML Machine Learning Machine Learning 64

ODSC - Open Data Science

APRIL 25, 2023

Graph visualization finds applications in various fields, such as computer science, social network analysis, biology, and business. Node sizes indicate the degree of collaboration, while node colors represent clusters of authors based on their collaborative patterns. She received her Ph.D.

Data Science 52

Data Science AI AI Algorithm 52

DrivenData Labs

DECEMBER 10, 2023

McLarney, Digital Transformation Lead for Artificial Intelligence and Machine Learning, NASA Background ¶ Information overload is real. or GPT-4 arXiv, OpenAlex, CrossRef, NTRS lgarma Topic clustering and visualization, paper recommendation, saved research collections, keyword extraction GPT-3.5

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AI AI Natural Language Processing Artificial Intelligence 147

Heartbeat

AUGUST 23, 2023

NLP is fundamentally an interdisciplinary field that blends linguistics, computer science, and artificial intelligence to provide robots with the capacity to comprehend and analyze human language. Natural language processing and machine learning as practical toolsets for archival processing.

Natural Language Processing 52

Natural Language Processing Algorithm Artificial Intelligence Artificial Intelligence 52

Flipboard

JULY 10, 2023

Figure 9: Sequence-to-Sequence Autoencoder (source: Zerveas, “Improving Clinical Predictions through Unsupervised Time Series Representation Learning,” Machine Learning for Health (ML4H) Workshop at NeurIPS , 2018 ). This can be helpful for visualization, data compression, and speeding up other machine learning algorithms.

Deep Learning 110

Deep Learning Deep Learning Machine Learning Machine Learning 110

AWS Machine Learning Blog

NOVEMBER 1, 2023

Dr. Li Zhang is a Principal Product Manager-Technical for Amazon SageMaker JumpStart and Amazon SageMaker built-in algorithms, a service that helps data scientists and machine learning practitioners get started with training and deploying their models, and uses reinforcement learning with Amazon SageMaker.

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AWS Clustering Deep Learning Deep Learning 87

ODSC - Open Data Science

APRIL 21, 2023

Sessions Leonardo De Marchi — Generative AI In recent years, artificial intelligence has shown incredible potential for creativity. By translating responses to high-dimensional vector embeddings, clustering algorithms can group the data into discrete sets of documents that share a semantic similarity.

AI 52

AI AI Azure Algorithm 52

AWS Machine Learning Blog

JANUARY 20, 2023

In this post, we discuss how CCC Intelligent Solutions (CCC) combined Amazon SageMaker with other AWS services to create a custom solution capable of hosting the types of complex artificial intelligence (AI) models envisioned. Christopher earned his Bachelor of Science in Computer Science from Northeastern Illinois University.

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AWS AI AI Computer Science 63

IBM Journey to AI blog

APRIL 18, 2024

AGI, sometimes referred to as strong AI , is the science-fiction version of artificial intelligence (AI), where artificial machine intelligence achieves human-level learning, perception and cognitive flexibility. AGI analyzes vast data sets from telescopes and simulations.

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AI AI Computer Science Computer Science 90

PyImageSearch

JULY 3, 2023

Machine Learning for Page Generation A good utility function that checks the relevance of a row is the core of building a personalized home page. Machine learning (ML) approaches can be used to learn utility functions by training it on historical data of which home pages have been created for members (i.e.,

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

PyImageSearch

OCTOBER 2, 2023

It serves as a direct drop-in replacement for the original Fashion-MNIST dataset for benchmarking machine learning algorithms, with the benefit of being more representative of the actual data tasks and challenges. Similar class labels tend to form clusters, as observed with the Convolutional Autoencoder. That’s not the case.

Deep Learning 120

Deep Learning Deep Learning Clustering Computer Science 120

PyImageSearch

OCTOBER 23, 2023

The dataset provides a rich playground for exploring advanced machine learning techniques, especially in the realm of generative models. In essence, the distribution of these latent points validates that our VAE has effectively learned meaningful and structured representations of the data. That’s not the case.

Deep Learning 67

Deep Learning Deep Learning Computer Science Computer Science 67