Replicability - an extension to reproducibility
Replicability - an extension to reproducibility This is [Part 3] - End-to-end reproducible Machine Learning pipelines on Kubernetes of technical blog ...
Suneeta Mall | Engineering and Data Science
Engineering and Data Science insights, tutorials, and projects
Latest posts
From Evaluation to Integration: How AI Became Ready for Children's Book Production
From Evaluation to Integration: How AI Became Ready for Children's Book Production "Cliché, my dear parrot! Cliché!" That was my assessment in January ...
Curious Cassie 2.0: Revolutionizing Children's Education Through AI-Powered Storytelling
Curious Cassie 2.0: Revolutionizing Children's Education Through AI-Powered Storytelling Table of Contents [Curious Cassie 2.0: Revolutionizing Child...
Deep Learning at Scale
Deep Learning at Scale - O'Reilly Book Launch After two years of intensive work, I'm excited to announce the release of "Deep Learning at Scale: At the In...
Launch of Curious Cassie's Beach Ride Quest
Launch of Curious Cassie's Beach Ride Quest We are thrilled to announce the launch of Curious Cassie's Beach Ride Quest - an exciting concept book from th...
ChatGPT vs Me: As a Children's Authors
ChatGPT vs Me: As a Children's Authors For all the right reasons, large language models have taken the world by storm! It’s pretty impressive what [ChatGP...
Feature Analysis - t-SNE vs UMAP
Review and comparison of two manifold learning algorithms: t-SNE and UMAP What are manifold learning algorithms? What is t-SNE and UMAP? What are the diff...
Confident Learning and Clean Data
Confident Learning: Label errors are imperative! So what can you do? What makes deep-learning so great, despite what you may have heard, is data! There i...
Hydra Pydantic Config Management
Pydra - Pydantic and Hydra for configuration management of model training experiments How do you manage the configurations of your model training experime...
Data in Deep Learning
Review of recent advances in dealing with data size challenges in Deep Learning The energy and excitement in machine learning and deep learning communitie...
WTH! Who killed my pod - Whodunit?
Debugging OOMKilled Pods in Kubernetes: A Deep Dive When I deployed a new application to our self-managed Kubernetes cluster, chaos ensued. Pods were bein...
End-to-end reproducible Machine Learning pipelines on Kubernetes
End-to-end reproducible Machine Learning pipelines on Kubernetes This is [Part 3] - End-to-end reproducible Machine Learning pipelines on Kubernetes o...
Reproducible ML with TensorFlow
Realizing reproducible Machine Learning - with Tensorflow This is [Part 2] - Realizing reproducible Machine Learning - with Tensorflow of technical bl...
Reproducible ML Research in Industry
Reproducibility in Machine Learning - Research and Industry This is [Part 1] - Reproducibility in Machine Learning - Research and Industry of technica...
Reproducibility in Machine Learning blog series
Reproducibility in Machine Learning blog series This technical blog series titled "Reproducibility in Machine Learning" is going to be divided into three ...
Reading List
Reading List A curated collection of books that have shaped my thinking across technology, leadership, creativity, and life. These are books I've genuinel...