Compares popular AI coding plugins and IDEs. Github Copilot, Cursor, Windsurf, Cline, Roo Code, Aider. Also compares coding models. OpenAI o1, o3-mini, Anthropic Claude 3.5 Sonnet, DeepSeek R1.

Transformers architecture, of Large Language Model (LLM) and 'Attention is All You Need' fame

Conversation with Dirk-Jan Kubeflow (vs cloud native solutions like SageMaker)

Chatting with co-workers about the role of DevOps in a machine learning engineer's life

(Optional episode) just showcasing a cool application using machine learning

Developing on AWS first (SageMaker or other)

Part 2 of deploying your ML models to the cloud with SageMaker (MLOps)

Part 1 of deploying your ML models to the cloud with SageMaker (MLOps)

Server-side ML. Training & hosting for inference, with a goal towards serverless. AWS SageMaker, Batch, Lambda, EFS, Cortex.dev