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.
Building a GitOps ML model registry with DVC and GTO, 10 metrics to evaluate supervised ML models, scaling ML model development with MLflow, ChatGPT and DALL·E 2 in a panel app, scalable diffusion models with transformers, NeRF-Art, ECON, InstantAvatar, DifFace, TextBox 2.0, ClimateNeRF, and more.
AI image generator, data versioning for ML in Airflow, the illustrated stable diffusion, into the transformer, building Airbnb categories with ML and Human-in-the-Loop, novel view synthesis with diffusion models, RANA, UDE, 3DHumanGAN, courses, books, and more.
Webinar "Vertex AI Pipelines infrastructure with Terraform", data version control with DVC and Git, the 5 stages of ML validation, 10 quick pandas tricks, InstructPix2Pix, DAMO-YOLO, ReFace, DiffusionInst, DiffusionBERT, and more.
Webinar "Vertex AI Pipelines infrastructure with Terraform", bringing GitOps to ML with dstack, “You Can’t Predict the Errors of Your Model”… Or Can You?, time series analysis introduction, DeepAR, DiffusionDet, Galactica, Versatile Diffusion, CodeGen, and more.
Efficiently scaling transformer inference, MLOps pipeline with GitLab in minutes, monitoring ML models with Vertex AI, scaling instruction-finetuned language models, Colossal-AI, InternImage, AnimeRun, PhaseAug, and more.
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.