DataRobot

DECEMBER 20, 2021

Image recognition is one of the most relevant areas of machine learning. Deep learning makes the process efficient. However, not everyone has deep learning skills or budget resources to spend on GPUs before demonstrating any value to the business. In 2020, our team launched DataRobot Visual AI.

Clustering 97

Clustering Deep Learning Deep Learning Exploratory Data Analysis 97

Heartbeat

JUNE 14, 2023

Calibrating deep neural networks using focal loss.” Advances in Neural Information Processing Systems 33 (2020): 15288–15299. [10] Measuring Calibration in Deep Learning. Proceedings of the IEEE international conference on computer vision. 9] Mukhoti, Jishnu, et al. 10] Nixon, Jeremy, et al. CVPR workshops.

Deep Learning 59

Deep Learning Deep Learning Support Vector Machines Machine Learning 59

AWS Machine Learning Blog

FEBRUARY 10, 2023

For a given frame, our features are inspired by the 2020 Big Data Bowl Kaggle Zoo solution ( Gordeev et al. ): we construct an image for each time step with the defensive players at the rows and offensive players at the columns. Haibo Ding is a senior applied scientist at Amazon Machine Learning Solutions Lab.

ML 75

ML ML Machine Learning Machine Learning 75

DrivenData Labs

JUNE 19, 2023

In 2020, over 325,000 people were diagnosed with skin melanoma, with 57,000 deaths in the same year. In 2020, I participated in the TissueNet competition hosted on DrivenData and the PANDA challenge on Kaggle. My topic is the multimodal analysis of cancer patients' data and more specifically of glioblastoma data using deep learning.

Deep Learning 130

Deep Learning Deep Learning Cross Validation Algorithm 130

Mlearning.ai

FEBRUARY 2, 2023

The use of Jupyter Notebooks was done in order to make it possible to train and validate the models on Google Colab in order to get access to free GPUs. doing cross-validation on the training set and a mean absolute error of 8.3 Data Min Knowl Disc 34 , 1936–1962 (2020). years on the test set. Singstad, B.-J.

Cross Validation 52

Cross Validation Deep Learning Deep Learning Artificial Intelligence 52