Sudhanva Narayana
Sudhanva Narayana

Sudhanva Narayana

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Machine Learning

#machine-learning

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Install PyTorch on Apple M2 (M1, Pro, Max) with GPU

May 23, 20221 min read

Note: Uninstall Anaconda/Anaconda Navigator and other related previously installed version of conda-based installations. Anaconda and Miniforge...

Install PyTorch on Apple M2 (M1, Pro, Max) with GPU

Install TensorFlow on Apple M2 (M1, Pro, Max) with GPU (Metal)

Dec 21, 20212 min read

Note: Uninstall Anaconda/Anaconda Navigator and other related previously installed version of conda-based installations. Anaconda and Miniforge cannot...

Install TensorFlow on Apple M2 (M1, Pro, Max) with GPU (Metal)

Install Kubeflow on Digital Ocean Managed Kubernetes (with Terraform)

Dec 1, 20216 min read

Here are the steps to deploy Kubeflow on Digital Ocean Managed Kubernetes for your Machine Learning Workflows. Terraform configuration files can be...

Install Kubeflow on Digital Ocean Managed Kubernetes (with Terraform)

Install JupyterHub on AWS Elastic Kubernetes Service (EKS)

Mar 2, 20213 min read

Introduction Create a Docker image of all the libraries required for your workspace. This Docker image should be built on top of the Jupyter Notebook...

Install JupyterHub on AWS Elastic Kubernetes Service (EKS)

Machine Learning Best Practices For Your Company

Jul 12, 20204 min read

Jul 12, 2020 Machine Learning best practices and guidelines, tools to be used, while you're a developer. It applies to Data Analysts, Data Engineers,...

Machine Learning Best Practices For Your Company