Ayush Rudani
Undefined, but never null. tagline
The Power of Tool Calling in Large Language Models
ai
llm
tool-calling
function-calling
ai-agents
vercel-ai-sdk
agents
google-search
web-search
Explore how LLMs can interact with the real world by calling external tools and functions, unlocking new capabilities and applications
December 8, 2024
Docker Multistage Builds
devops
docker
dockerfiles
containers
multistage-build
builder
multi stage dockerfile
docker image
containerization
Learn how to use Docker multistage builds to create significantly smaller, more secure, and efficient container images.
October 27, 2024
Mastering Decision Trees
decision-tree
machine-learning
supervised-learning
classification
regression
id3
cart-algorithm
gini-index
entropy
information-gain
tree-pruning
overfitting
An in-depth exploration of Decision Tree algorithms, covering core concepts, implementation, evaluation, and best practices for classification and regression.
April 4, 2023
Naive Bayes Classifiers - Explained From Probability Theory to Machine Learning Implementation
machine-learning
naive-bayes
probability
classification
text-classification
ml-algorithms
bayesian-statistics
A comprehensive guide to understanding and implementing Naive Bayes classifiers.
March 12, 2023
My Kubernetes Notes
devops
kubernetes
kubectl
port-forwarding
sealed-secrets
helm
security
Concise notes covering Kubernetes essentials, including fundamentals, port-forwarding, and sealed secrets.
February 12, 2023
My Docker Notes
docker
dockerfile
devops
docker beginner
docker basics
docker volume
docker networking
docker cheat sheet
docker notes
Essential Docker commands for container management, networking, and volumes.
January 29, 2023
How to Transfer Files Between a Remote Server and Your Local Machine
ssh
file-transfer
scp
sftp
rsync
sysadmin
terminal-commands
Secure file transfer guide using SCP, SFTP, and Rsync for remote server to local machine transfers.
October 24, 2021