Articles by Dmytro Spodarets
159 items
Data Phoenix Digest - ISSUE 27
Data Science automation is here, EU gets closer to banning facial recognition, serving ML Models in production, localizing objects with self-supervised transformers and no labels, courses, videos, tools, jobs, and more ...
Oct 15, 2021
Data Phoenix Digest - ISSUE 26
New insights into ML, AI, and Data (MAD) landscape, OECD report on investment in AI, China's new take on regulating AI, the FP Growth algorithm, parallelizing Python code, intro to GANs, instance-conditioned GAN, SwinlR, RSDet++, tools, jobs, and more ...
Oct 8, 2021
Data Phoenix Digest - ISSUE 25
GPT-4 will have 100 trillion parameters, supercharge image classification with transfer learning, dual-camera super-resolution with aligned attention modules, DagsHub, LightAutoML, TrOCR, FreeStyleGAN, JupyterLab App, cheatsheets, jobs, and more ...
Oct 1, 2021Data Phoenix Digest - 23.09.2021
CV for workplace security, a new wave of invest into NLP, webinars "Pachyderm in production: lessons learned", fast AutoML with FLAML + Ray Tune, improving neural network subspaces, YOLOv5 on CPUs, learning neural causal models with active interventions, videos, datasets, jobs, and more ...
Sep 23, 2021Data Phoenix Digest - 17.09.2021
Computer vision against cyber threats, Grammarly for developers, understanding convolutions on graphs, simulating traffic flow in python, deep reinforcement learning at the edge of the statistical precipice, datasets, jobs, and more...
Sep 17, 2021Data Phoenix Digest - 09.09.2021
AI preventing security threats, a deep dive on ARIMA models, a gentle introduction to GNN, how to detect, evaluate, and visualize historical drifts in the data, multiplying matrices without multiplying, books, videos, jobs, and more...
Sep 9, 2021
Data Phoenix Digest - 02.09.2021
Open Data Science Odessa Meetup #4, AI with "natural" voices from NVIDIA, deploying NVIDIA Triton at Scale with MIG and Kubernetes, self-supervised CT denoising, creating synthetic data, VIL-100, Neural-GIF, YOLOP, FedScale, AP-10K, jobs, and more...
Sep 2, 2021
Data Phoenix Digest - 26.08.2021
Announcement of next three webinars of "The A-Z of Data" series, AI and social sciences, MLOps best practices for Data Scientists, bootstrapping labels via supervision & Human-In-The-Loop, Machine Learning Zoomcamp, papers, videos, courses, jobs, and more...
Aug 26, 2021
Data Phoenix Digest - 19.08.2021
Webinar "The A-Z of Data: Monitoring ML Models in Production"; AI for food security, road safety, and agriculture efficiency; introducing Droidlet; all probability distributions explained in six minutes; make money using NFT + AI; Perceiver IO, SPEAR, SDEdit, StyleGAN-NADA, jobs, and more...
Aug 19, 2021
Data Phoenix Digest - 12.08.2021
Webinar "The A-Z of Data: Introduction to MLOps", new AI system that translates natural language to code, AI for drug delivery and dementia diagnosis, data monetization 101, introducing Triton, sketch your own GAN, StyleGAN-NADA, Droidlet, AutoTinyBERT, courses, tools, jobs, and more...
Aug 12, 2021Data Phoenix Digest - 05.08.2021
Webinar "The A-Z of Data: Introduction to MLOps", chip design with ML, KNN algorithm, model health assurance at LinkedIn, YOLOX, CoBERL, SynLiDAR, PaddleSeg, Real-ESRGAN, courses, competitions, jobs, and more...
Aug 5, 2021Data Phoenix Digest - 29.07.2021
AI in motorsport, racing, and surfing; ML from research to production – challenges, best practices, and tools; underfitting and overfitting in deep learning, deep automatic natural image matting, courses, competitions, jobs, and more...
Jul 29, 2021