ODSC - Open Data Science

MAY 25, 2023

Build tuned auto-ML pipelines, with common interface to well-known libraries (scikit-learn, statsmodels, tsfresh, PyOD, fbprophet, and more!) We’re always looking for new algorithms to be hosted, these are owned by their author and maintained together with us. We welcome all forms of contributions, not just code. Something else?

Machine Learning 98

Machine Learning Machine Learning Python Data Scientist 98

Mlearning.ai

MAY 18, 2023

In the Beginning The first object detection algorithm is difficult to pinpoint to a single specific algorithm, as the field of object detection has evolved over several decades with numerous contributions. The development of region-based convolutional neural networks (R-CNN) in 2013 marked a crucial milestone.

Algorithm 52

Algorithm Deep Learning Deep Learning Machine Learning 52

Mlearning.ai

MARCH 9, 2023

Automated algorithms for image segmentation have been developed based on various techniques, including clustering, thresholding, and machine learning (Arbeláez et al., Understanding the robustness of image segmentation algorithms to adversarial attacks is critical for ensuring their reliability and security in practical applications.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Dataconomy

MAY 2, 2023

He is credited with developing some of the key algorithms and concepts that underpin deep learning, such as capsule networks. Hinton joined Google in 2013 as part of its acquisition of DNNresearch, a startup he co-founded with two of his former students, Ilya Sutskever and Alex Krizhevsky.

AI 107

AI AI Artificial Intelligence Artificial Intelligence 107

Heartbeat

DECEMBER 14, 2023

LeCun received the 2018 Turing Award (often referred to as the "Nobel Prize of Computing"), together with Yoshua Bengio and Geoffrey Hinton, for their work on deep learning. Hinton is viewed as a leading figure in the deep learning community. > Finished chain. ") > Entering new AgentExecutor chain.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

PyImageSearch

OCTOBER 2, 2023

Jump Right To The Downloads Section A Deep Dive into Variational Autoencoder with PyTorch Introduction Deep learning has achieved remarkable success in supervised tasks, especially in image recognition. VAEs were introduced in 2013 by Diederik et al. Looking for the source code to this post? That’s not the case.

Deep Learning 112

Deep Learning Deep Learning Clustering Computer Science 112

Heartbeat

DECEMBER 8, 2023

This includes cleaning and transforming data, performing calculations, or applying machine learning algorithms. LeCun received the 2018 Turing Award (often referred to as the "Nobel Prize of Computing"), together with Yoshua Bengio and Geoffrey Hinton, for their work on deep learning. Meta's chief A.I.

Deep Learning 52

Deep Learning Deep Learning AI AI 52

Mlearning.ai

JULY 31, 2023

Things become more complex when we apply this information to Deep Learning (DL) models, where each data type presents unique challenges for capturing its inherent characteristics. The repository includes embedding algorithms, such as Word2Vec, GloVe, and Latent Semantic Analysis (LSA), to use with their PIP loss implementation.

Deep Learning 52

Deep Learning Deep Learning Supervised Learning Algorithm 52

ML Review

JUNE 4, 2018

However, in 2014 a number of high-profile AI labs began to release new approaches leveraging deep learning to improve performance. 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. Paragios N.

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

Heartbeat

DECEMBER 27, 2023

However, the emergence of the open-source Docker engine by Solomon Hykes in 2013 accelerated the adoption of the technology. The machine learning (ML) lifecycle defines steps to derive values to meet business objectives using ML and artificial intelligence (AI). scikit-learn==1.1.1 scikit-learn is a machine learning toolkit.

Machine Learning 52

Machine Learning Machine Learning Python ML 52

DrivenData Labs

DECEMBER 7, 2023

Summary of approach : Using a downsampling method with ChatGPT and ML techniques, we obtained a full NEISS dataset across all accidents and age groups from 2013-2022 with six new variables: fall/not fall, prior activity, cause, body position, home location, and facility. What motivated you to participate? : What motivated you to participate?

Natural Language Processing 130

Natural Language Processing Clustering Data Science Data Analysis 130

ML Review

MAY 3, 2018

Much the same way we iterate, link and update concepts through whatever modality of input our brain takes — multi-modal approaches in deep learning are coming to the fore. While an oversimplification, the generalisability of current deep learning approaches is impressive.

Deep Learning 52

Deep Learning Deep Learning Natural Language Processing Machine Learning 52

ML Review

MARCH 5, 2019

Word embeddings Visualisation of word embeddings in AI Distillery Word2vec is a popular algorithm used to generate word representations (aka embeddings) for words in a vector space. Then, the algorithm proceeds with the following word as the new centre word, i.e. “learning”, sets up the new context, and repeats the same procedure.

AI 40

AI AI Clustering Machine Learning 40

ODSC - Open Data Science

FEBRUARY 29, 2024

They recently introduced a new AI system that can learn to play a variety of Atari games from raw pixels. The Facebook AI Research Lab (FAIR) Established in 2013, FAIR has quickly become one of the most influential AI research labs in the world, partially when it comes to open-source technology and models such as Llama 2.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI Data Science 52

Pickl AI

MARCH 7, 2025

It includes AI, Deep Learning, Machine Learning and more. High Demand for Data Scientists: Data Science roles have grown over 250% since 2013, with salaries reaching $153k/year. AI and Machine Learning Integration: AI-driven Data Science powers industries like healthcare, e-commerce, and entertainment34.

Data Science 52

Data Science Machine Learning Machine Learning Data Scientist 52