SuperComputing: Module 5-Machine Learning / Deep Learning Application Development

Publié le: 27 septembre 2023
sur la chaîne: Dr. Hari Prabhat Gupta (IIT-BHU)

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The workshop session on "Machine Learning/Deep Learning Application Development" offers a practical guide to harnessing Conda and Miniconda, essential tools in the realm of machine learning and deep learning. Participants will dive into understanding what Conda and Miniconda are, and they will gain hands-on experience on how to install and set up these tools for creating personalized local environments. The session also explores the art of installing applications seamlessly using Conda, a crucial skill for data scientists and developers working on machine learning projects. Through a sample SLURM Job Script, attendees will learn how to effectively deploy and manage their machine learning tasks in high-performance computing environments, ensuring that their models run efficiently and optimally. Whether you're new to Conda or looking to sharpen your skills in machine learning application development, this workshop session promises to provide valuable insights and practical know-how to enhance your proficiency in the field.

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