Data Phoenix Digest is a collection of the best and latest articles, papers, courses, interviews, podcasts, videos, datasets, events, books, and jobs on Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Science, Robotics and other aspects of Artificial Intelligence.
Webinar "dstack – a command-line utility to provision infrastructure for ML workflows", a unified benchmark for mathematical reasoning, fine-tuning language models via epistemic neural networks, how Uber optimizes the timing of push notifications using ML, news, and more.
Webinar "NLP and ML in Healthcare", Gen AI market map by Sequoia Capital, AutoAvatar, high fidelity neural audio compression, DreamBooth, MetaFormer baselines for vision, I made an AI that can study for me, news, videos, and more.
Webinar "How we built a recommendation system from scratch", reinforcement learning with SARSA, how I passed the AWS ML Specialty Certification, language understanding with BERT, LION, Omni3D, EVA3D, Text2Light, Modelverse, news, courses, and more.
Charity AI webinar about synthetic data, introduction to DVC and MLflow for experiment tracking, vision transformer model, neural density-distance fields, 40 open-source audio datasets for ML, MDM, DiffDock, YOLO-FaceV2, news, tools, and more.
Charity webinar "The promising role of synthetic data to enable responsible innovation", YOLOV7 object counter logic, AutoML for object detection, neural density-distance fields, retrieval-augmented diffusion models, MinVIS, CLIFF, OFA, news, courses, tools, and more.
Charity AI webinar, review YOLOv6, GNN in TensorFlow, recent advances and applications of DL methods in materials science, a conversational paradigm for program synthesis, YOLOv7, ASE, PyMAF-X, CVPR 2022 papers, datasets, news, courses, and more.
DALL-E is now available in beta, and DALL-E 2 prompt book, introduction to diffusion models for ML, distribute your PyTorch model in less than 20 lines of code, k-means mask transformer, explaining chest X-ray pathologies in natural language, FIGS, NU-Wave, VQAD, datasets, tools, courses, and more.
YOLOv7, from ML model to ML pipeline, MLOps and ML roadmap, training the YOLOv5, multiplying matrices without multiplying, SoundSpaces platform, the Shapley value in ML, MineDojo, OmniBenchmark, HaGRID, PMData, courses, and more.
Machine Learning & Data Science Survey 2022, how to test ML models in the real world, best practices for deploying language models, neural 3D reconstruction in the wild, mask DINO, MotionCNN, CVNets, StylizedNeRF, courses, tools, and more.
The series of webinars "The A-Z of Data" come back in July, MLOps in 10 minutes, best practices for deploying computer vision models, it is time to explore LCE, graph ordering attention networks, OnePose, Diffuser, Imagen, and more.
MLOps with SageMaker, introduction to the YOLO family, multi GPU model training, neural 3D scene reconstruction with the manhattan-world assumption, learning to answer questions from millions of narrated videos, ConvMAE, ARTEMIS, EasyNLP, and more.