Nitin Kumar Singh 's starred repositories

tensorflow

An Open Source Machine Learning Framework for Everyone

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awesome-public-datasets

A topic-centric list of HQ open datasets.

Free-Certifications

A curated list of free courses & certifications.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

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LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

FAANG-Coding-Interview-Questions

A curated List of Coding Questions Asked in FAANG Interviews

medical-datasets

tracking medical datasets, with a focus on medical imaging

Daily-Dose-of-Data-Science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

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Awesome-Data-Science-Resoruces

A curated list of data science educational resources for essential data science skills

stat453-deep-learning-ss21

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

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energy-data

Data on energy by Our World in Data

Machine-Learning-for-Imbalanced-Data

Machine Learning for Imbalanced Data, published by Packt

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aact

Improving Public Access to Aggregate Content of ClinicalTrials.gov

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Pandas-Tutorial

Tutorial on Using Pandas

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kaggle-qa-challenge-starter

The getting started notebook for the DTC Zoomcamp Q&A challenge

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MLOps_Zoomcamp

MLOps hands-on notes, notebooks and scripts of months of learning

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learning

For learning stuff & for experimentation

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Data-Science-Projects

In this repository I will upload my all Data Science Projects which is based on Real World Datasets. Hope it will help you to understand how to apply tools to analyze data.

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LightGBM-Notes

Notes, tutorials, code snippets and templates focused on LightGBM for Machine Learning

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medical-imaging-pipelines

Tools for constructing data preprocessing & analysis pipelines for medical & neuroscientific imaging data

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Data-Science-Gradient-Boosting

Using LightGBM and Other Models for Car Prices' Prediction – Study Project for Yandex Practicum

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soft-sensors-research

Scripting and anonymized datasets created through soft sensors research done by Athlete Engineering.

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