Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Practical articles, technical explainers and digests on AI and data. Explore engineering decisions, real use cases and lessons from building solutions.

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Digest
Data Phoenix Digest - ISSUE 42
Human-like AI avatars by DeepBrain AI, two-dimensional tensors in Pytorch, Unsupervised Reinforcement Learning benchmark, instant neural graphics…
Dmytro Spodarets · Jan 31, 2022
Digest
Data Phoenix Digest - ISSUE 41
Overview of the TOP algorithms for ML, distributed training, capacity recommendation engine, time series anomaly detection with PyFBAD, linear…
Dmytro Spodarets · Jan 21, 2022
Digest
Data Phoenix Digest - ISSUE 40
Data Phoenix invites everyone to Slack chat, the birth of Albumentations, neural network from scratch, Self-Supervised Learning from 100 million…
Dmytro Spodarets · Jan 14, 2022
Article
Overview of the TOP Algorithms for Machine Learning. Part 1
In the first part of the article, we’ll talk about Machine Learning tasks (Supervised, Unsupervised, and Reinforcement Learning) and such algorithms…
Dmytro Spodarets · Jan 13, 2022
Article
The birth of Albumentations
I would like to talk about Albumentations, an open-source library for image Augmentations. An explanation of how it was born and evolved over time.…
Dmytro Spodarets · Jan 7, 2022
Digest
Data Phoenix Digest - ISSUE 39
Data Phoenix team looking for speakers, introduction to clustering in Python with PyCaret, OCR passports with OpenCV and Tesseract, visualizing…
Dmytro Spodarets · Jan 7, 2022
Digest
Data Phoenix Digest - ISSUE 38
Distillation of BERT-like models, getting started with Comet ML, hands-on with SciKit-Learn feature-engineering, ensembling off-the-shelf models for…
Dmytro Spodarets · Dec 31, 2021
Digest
Data Phoenix Digest - ISSUE 37
Data Phoenix team looking for speakers, unsupervised anomaly detection in Python, GAN training challenges, Player of Games, GAN-Supervised dense…
Dmytro Spodarets · Dec 24, 2021
Digest
Data Phoenix Digest - ISSUE 36
Data Phoenix team looking for speakers, MLCommons presents free and open-source datasets for speech recognition, accelerating inference up to 6x,…
Dmytro Spodarets · Dec 17, 2021
Digest
Data Phoenix Digest - ISSUE 35
AI trends report, AWS re:Invent 2021, how to handle ML model drift in production, XGBoost vs LightGBM, DCGAN for Fashion-MNIST, Adobe Research at…
Dmytro Spodarets · Dec 10, 2021
Digest
Data Phoenix Digest - ISSUE 34
The launch of PyTorch Live, training a DCGAN in PyTorch, text classification with BERT in PyTorch, transformers from scratch, Machine-in-the-Loop…
Dmytro Spodarets · Dec 3, 2021
Digest
Data Phoenix Digest - ISSUE 33
Instant access to OpenAI’s API. The perks of AI and automation. What Is the difference between outlier detection and data drift detection? PyTorch…
Dmytro Spodarets · Nov 26, 2021