Articles by Dmytro Spodarets
159 items
Data Phoenix Digest - 22.07.2021
AI in gaming and energy, an overview of the CVPR 2021, CI/CD for ML online serving and models, BlenderBot 2.0, JupyterLite, TensorRT 8, Color2Style, videos from LOGML summer school, an introduction to Active Learning, datasets, jobs, and more...
Jul 22, 2021
Data Phoenix Digest - 15.07.2021
Robots that never stumble, AI looks into boiling (yes!), a 3D brain segmentation pipeline for MRI, elastic distributed training with XGBoost on Ray, ClawCraneNet, data science at the command line and more...
Jul 15, 2021
Data Phoenix Digest - 08.07.2021
ODS.ai Odessa meetup, what is MLOps, advancing AI to make shopping easier for everyone, ChaCha for Online AutoML, AutoFormer, DivergentNets, MultiBERTs, papers from CVPR 2021 and more...
Jul 8, 2021
Data Phoenix Digest - 01.07.2021
AI that helps write code, EU’s ban on biometric surveillance, genetic algorithms for NLP, multivariate probabilistic regression with NGBoosting, alias-free GAN, MLOps toys, and more...
Jul 1, 2021
DataScience Digest — 24.06.21
The impact of NLP and the growing budgets to drive AI transformations. How Airbnb standardized metric computation at scale. Cross-Validation,MASA-SR, AgileGAN, EfficientNetV2, and more...
Jun 24, 2021
DataScience Digest — 17.06.21
Facebook AI migrates its systems to PyTorch, metric learning tips & tricks, session-based recommender systems, AndroidEnv, materials from PyCon US 2021, and more...
Jun 17, 2021
DataScience Digest — 10.06.21
Machine learning in healthcare, the top 10 TED talks on AI, fraud detection in Uber, DatasetGAN, Text-to-Image generation via transformers, and more...
Jun 10, 2021
DataScience Digest — 02.06.21
OpenAI is launching a $100 million startup fund, Albumentations 1.0.0 has been released, lessons on ML platforms, image cropping on Twitter, and more...
Jun 2, 2021
DataScience Digest — 26.05.21
PyCaret 101, NVIDIA Deepstream Quickstart, Machine Learning Pipeline Optimization with TPOT, Korean Language Understanding Evaluation, GTC On-Demand, and more...
May 26, 2021
DataScience Digest — 19.05.21
Release of GPT-Neo, Data Scientist vs Machine Learning Engineer skills, teaching AI how to forget at scale, diffusion models beat GANs on image synthesis, and more...
May 19, 2021
DataScience Digest — 13.05.21
News What was new last week? AI is ready to take on rare diseases [https://techcrunch.com/2021/05/06/ai-is-ready-to-take-on-a-massive-healthcare-challenge/] that cost us $1 trillion yearly. Though rare diseases affect fewer than 200,000 people, their diagnosis and treatment are super expensive. Because ~80% of rare diseases are genetic (and, by now, we have lots of tools to handle genetic data), advances in AI and analytics technology can make it easier to diagnose them earlier, thus making pre
May 13, 2021
Data Science Digest — 05.05.21
Articles Deep Learning for Audio with the Speech Commands Dataset [https://towardsdatascience.com/deep-learning-for-audio-with-the-speech-commands-dataset-79f7023de903] If you want to learn how to train a simple model on the Speech Commands audio dataset, this article by Peter Gao is for you. He explains how to choose a dataset and handle data, how to train, test, and tune the model, and, most importantly, how to do error analysis (and analyze failure cases) to improve model performance over tim
May 5, 2021