sanupam-lab Goto Github PK

a-picture-is-worth-a-1000-words

I am trying to describe complex matters in simple doodles!

approachingalmost

Approaching (Almost) Any Machine Learning Problem

aws-machine-learning-university-accelerated-tab

Machine Learning University: Accelerated Tabular Data Class

bokeh

Interactive Data Visualization in the browser, from Python

cbm_codes_open

This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

data-engineering-zoomcamp

Free Data Engineering course!

data-science-complete-tutorial

For extensive instructor led learning

data-science-interviews

Data science interview questions and answers

dataplot

Source code and auxiliary files for dataplot.

deepchecks

Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.

dsnd_term2

Contains files related to content and project of DSND Term 2

edu

Educational materials on deep learning by Weights & Biases

fairlearn

A Python package to assess and improve fairness of machine learning models.

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

i-care-vib-analysis

Vibration Analysis for I-Care sensors data on Intelligent Plant Ops bench

illustrated-machine-learning.github.io

Website containing illustrations about Machine Learning theory!

interview-help

machine-learning-bookcamp-2022

Solutions for the Machine Learning Zoomcamp 2022.

manning

Repository for the book Grokking Machine Learning, by Manning Editors

math350

Statistical Inference Course

mathbox

Presentation-quality WebGL math graphing

mdc

Matlab Dynamics and Control

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

pdc

Process Dynamics and Control

predictivemaintenance-and-vibration-resources

Papers and datasets for Vibration Analysis

pyabravibe

python_vibration