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data-science

Collection of useful data science topics along with articles, videos, and code

data-science-best-resources

Carefully curated resource links for data science in one place

data-science-learning-resources

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

data-science-study-materials

"Big data is at the foundation of all the megatrends that are happening." – Chris Lynch

decision-tree-classifier

Kyphosis is an abnormally excessive convex curvature of the spine. The kyphosis data frame has 81 rows and 4 columns. representing data on children who have had corrective spinal surgery. Dataset contains 3 inputs and 1 output

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deepletters

Deep learning based text detection and recognition using tensorflow

deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

demo

demo-llm-chat

A simple app to chat with an LLM

dep

deploy-tensorflow

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

devops-for-ai-apps

This repository contains code samples for building a continuous integration pipeline for an AI application using Azure.

distributiontaxonomy

dlaicourse

Notebooks for learning deep learning

doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

email-spam-classifier

The SMS Spam Collection is a set of SMS tagged messages that have been collected for SMS Spam research. It contains one set of SMS messages in English of 5,574 messages, tagged acording being ham (legitimate) or spam. The files contain one message per line. Each line is composed by two columns: v1 contains the label (ham or spam) and v2 contains the raw text.

engineer

Machine Learning for Engineers course at TU/e (2IMM15)

example-hftish

Example Order Book Imbalance Algorithm

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

fast-kubernetes

This repo covers Kubernetes with LABs: Kubectl, Pod, Deployment, Service, PV, PVC, Rollout, Multicontainer, Daemonset, Taint-Toleration, Job, Ingress, Kubeadm, Helm, etc.

fastui-chat

A minimalistic ChatBot Interface in pure python.

feature-selection-techniques

Python code source for features selection 👨‍🔬 series on medium website. 📰

featuretools

An open source python library for automated feature engineering

flashlight

A C++ standalone library for machine learning

flask-deployment

flaskdeployment

flaskdeployment-nlp

flatris

Fast-paced two-player web game