DagsHub

APRIL 21, 2024

Best MLOps Tools & Platforms for 2024 In this section, you will learn about the top MLOps tools and platforms that are commonly used across organizations for managing machine learning pipelines. Data storage and versioning Some of the most popular data storage and versioning tools are Git and DVC.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

DrivenData Labs

JANUARY 22, 2025

Solvers first developed their solutions on historical data in the Hindcast Stage, which concluded in spring 2024. This blog post presents the winners of all remaining stages: Forecast Stage where models made near-real-time forecasts for the 2024 forecast season. Won by rasyidstat.

Cross Validation 147

Cross Validation Machine Learning Machine Learning ML 147

PyImageSearch

OCTOBER 21, 2024

In the first part of our Anomaly Detection 101 series, we learned the fundamentals of Anomaly Detection and saw how spectral clustering can be used for credit card fraud detection. On Lines 21-27 , we define a Node class, which represents a node in a decision tree. We first start by defining the Node of an iTree. What's next?

Algorithm 110

Algorithm Deep Learning Deep Learning Data Preparation 110

Pickl AI

NOVEMBER 28, 2024

billion in 2024, at a CAGR of 10.7%. Decision Trees These trees split data into branches based on feature values, providing clear decision rules. Key techniques in unsupervised learning include: Clustering (K-means) K-means is a clustering algorithm that groups data points into clusters based on their similarities.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Pickl AI

FEBRUARY 7, 2025

Clustering and anomaly detection are examples of unsupervised learning tasks. Reinforcement Learning Reinforcement learning focuses on teaching the model to make decisions by rewarding it for correct actions and penalising it for mistakes. billion in 2024 and is expected to reach approximately USD 1420.29 billion by 2034.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Pickl AI

OCTOBER 24, 2024

To mention some facts, the AI market soared to $184 billion in 2024 and is projected to reach $826 billion by 2030. It is often used for clustering data into meaningful categories. In ML, algorithms like neural networks and decision trees are used to identify patterns and make predictions.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

DagsHub

SEPTEMBER 16, 2024

LIME can help improve model transparency, build trust, and ensure that models make fair and unbiased decisions by identifying the key features that are more relevant in prediction-making. LIME provides explanations for individual predictions by approximating the model locally with an interpretable model like a decision tree.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

ML @ CMU

DECEMBER 2, 2024

Carnegie Mellon University is proud to present 194 papers at the 38th conference on Neural Information Processing Systems (NeurIPS 2024), held from December 10-15 at the Vancouver Convention Center.

Deep Learning 230

Deep Learning Deep Learning Machine Learning Machine Learning 230