Sql, Hive, Pytorch, Spark, Python, Knowledge Graph Completion, Neighborhood Aggregation, Multi-Task Learning, Distributed Training, GraphSAGE, Graph Construction, DGL, PyTorch Geometric, Heterogeneous Graph Modeling, Attention Mechanisms, Graph Self-Supervised Learning, Link Prediction, GCN, Node Classification, Graph Representation Learning, GPU Training, Message Passing, Graph Deep Learning

Pytorch, Docker, Python, CNN Architecture Basics, Active Learning Awareness, Model Evaluation, MLflow, Surrogate Modeling Concepts

Tensorflow, Version Control, Hive, Pytorch, Spark, Python, a/b testing, Feature engineering, Statistical significance, Machine learning concepts, supervised learning, Cloud ML platforms, Model evaluation

Cloud Infrastructure, Jax, Pytorch, Distributed Systems, Python, GPU infrastructure, Vector databases, Performance tooling, Retrieval infrastructure, Workflow orchestration, ML data pipelines

Tensorflow, Numpy, Machine Learning, Pandas, Pytorch, Python, Scikit-learn

Jax, Pytorch, Python, GPU-based production ML systems

Ffmpeg, Pyspark, Google Cloud, Docker, Opencv, Azure, Kubernetes, Python, AWS, Airflow, DALI, Ray, PyAV