prakhar@affmantra.com

NVIDIA, Qualcomm join U.S., Indian VCs to help build India’s next deep tech startups

NVIDIA and Qualcomm Ventures have joined a growing coalition of U.S. and Indian investors backing India’s deep tech startups. The group launched in September with more than $1 billion in commitments, timing that aligns with India’s new ₹1 trillion (around $12 billion) research and development initiative. NVIDIA has joined the coalition as a strategic technical…

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How Can We Build Scalable and Reproducible Machine Learning Experiment Pipelines Using Meta Research Hydra?

In this tutorial, we explore Hydra, an advanced configuration management framework originally developed and open-sourced by Meta Research. We begin by defining structured configurations using Python dataclasses, which allows us to manage experiment parameters in a clean, modular, and reproducible manner. As we move through the tutorial, we compose configurations, apply runtime overrides, and simulate…

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