Towards AI

AUGUST 11, 2023

The synthetic datasets were created using a deep-learning generative network called CTGAN.[3] 3] Exposure: Many machine learning practitioners got their first exposure to working with tabular data through Tabular Playground Series. The dataset is under Apache 2.0, and it is updated daily.

Machine Learning 98

Machine Learning Machine Learning AI AI 98

DrivenData Labs

JANUARY 11, 2023

Feature engineering vs. neural network feature learning : The top performing solutions included deep learning models that used image or sequence representations of the data as inputs and feature engineering to capture the mass spectrograms. All winners who used deep learning fine-tuned pre-trained models.

Deep Learning 130

Deep Learning Data Science Deep Learning Machine Learning 130

Pickl AI

NOVEMBER 28, 2024

A Machine Learning Engineer is crucial in designing, building, and deploying models that drive this transformation. The global Machine Learning market was valued at USD 35.80 billion in 2022 and is expected to grow to USD 505.42 Neural networks are the foundation of Deep Learning techniques.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Heartbeat

JUNE 14, 2023

Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks. arXiv preprint arXiv:2202.07679 (2022) [3] Gualtieri, J. Measuring Calibration in Deep Learning. PMLR, 2017. [2] 2] Lin, Zhen, Shubhendu Trivedi, and Jimeng Sun. Anthony, et al. Eighth JPL Airborne Geoscience Workshop.

Deep Learning 59

Deep Learning Deep Learning Support Vector Machines Machine Learning 59

Pickl AI

DECEMBER 10, 2024

Introduction Machine Learning has become a cornerstone in transforming industries worldwide. billion in 2022 and is projected to grow at a CAGR of 34.8% A key aspect of building effective Machine Learning models is feature extraction in Machine Learning. The global market was valued at USD 36.73 from 2023 to 2030.

Machine Learning 52

Machine Learning Machine Learning Algorithm Deep Learning 52

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. In this post, we deep dive into the technical details of this ML model.

ML 90

ML ML Machine Learning Machine Learning 90

Pickl AI

NOVEMBER 18, 2024

Introduction Machine Learning is critical in shaping modern technologies, from autonomous vehicles to personalised recommendations. The global Machine Learning market was valued at USD 35.80 billion in 2022 and is expected to grow significantly, reaching USD 505.42 billion by 2031 at a CAGR of 34.20%.

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52