Hands-on coding of a multiclass neural network from scratch, with softmax and one-hot encoding. #Softmax #MulticlassClassification #PythonAI US and China strike trade deal after 'productive' talks ...

summarize code structure and patterns, and understand how to implement new APIs using real code examples. There’s a risk that ChatGPT deep research hallucinates, of course — no AI model in ...

Developed in collaboration with leading tech companies, this programme prepares you to accelerate your career with industry-relevant data skills and a portfolio of work to showcase your expertise. The ...

Experiments using synthetic and text data show that our method significantly improves the classifier performance in most cases compared to conventional data augmentation methods.

This repo contains the code for the O'Reilly Media, Inc. book "Hands-on Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data" by Ankur A. Patel. Many ...

Strong focus on data insights & impact. A deep learning classifier built with PyTorch and MONAI to detect Popcorn Lung (Bronchiolitis Obliterans) from chest X-ray images. This binary classifier uses a ...

Abstract: In this paper, we introduce a framework to solve regression problems based on high-dimensional and small datasets. This framework involves two self-organizing maps (SOM) and combines ...

The attacks, per Trend Micro, have leveraged custom malware, rootkits, and cloud storage services for data exfiltration ... "They can also reuse the same code base from previously identified campaigns ...