Arquivos do curso online sobre a estatística voltada para ciência de dados e aprendizado de máquina.

Last update: Jan 10, 2022

Overview

Estatistica para Ciência de Dados e Machine Learning

Arquivos do curso online sobre a estatística voltada para ciência de dados e aprendizado de máquina. Onde armazenarei todos os códigos e testes que fiz durante esse curso.

Espero que com ele eu crie uma base sólida nesse assunto para que eu possa aprofundar cada vez mais. 😋

link do curso aqui

Pelo que vi do curso e do que eu tenho aplicado, eu estou bem contente em entender os tipos de amostragens e como eles são implementados no Python. O curso do Guanabara me deu uma base sólida e que facilita bastante o meu aprendizado. 😁

Quando envolve um código no Python, eu busco entender como funciona cada parte. No meio disso vi que te uma forma melhor do que a de criar um novo arquivo e ir testando. Agora que descobri sobre a anaconda e o debug, irei utilizá-los para entender códigos grandes. E fiquei na cabeça de usar esse "sistema" na parte de machine learning. Será que vai ser útil lá? Veremos. 🤨

Owner

Renan Barbosa

Um programador iniciante de Python estudando Data Science!

GitHub Repository

A toolkit for making real world machine learning and data analysis applications in C++

dlib C++ library Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real worl

11.6k Jan 02, 2023

MooGBT is a library for Multi-objective optimization in Gradient Boosted Trees.

MooGBT is a library for Multi-objective optimization in Gradient Boosted Trees. MooGBT optimizes for multiple objectives by defining constraints on sub-objective(s) along with a primary objective. Th

66 Dec 06, 2022

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows.

An open-source, low-code machine learning library in Python 🚀 Version 2.3.5 out now! Check out the release notes here. Official • Docs • Install • Tu

6.7k Jan 08, 2023

Relevance Vector Machine implementation using the scikit-learn API.

scikit-rvm scikit-rvm is a Python module implementing the Relevance Vector Machine (RVM) machine learning technique using the scikit-learn API. Quicks

204 Nov 18, 2022

Convoys is a simple library that fits a few statistical model useful for modeling time-lagged conversions.

Convoys is a simple library that fits a few statistical model useful for modeling time-lagged conversions. There is a lot more info if you head over to the documentation. You can also take a look at

240 Dec 26, 2022

Banpei is a Python package of the anomaly detection.

Banpei Banpei is a Python package of the anomaly detection. Anomaly detection is a technique used to identify unusual patterns that do not conform to

282 Jan 03, 2023

BudouX is the successor to Budou, the machine learning powered line break organizer tool.

BudouX Standalone. Small. Language-neutral. BudouX is the successor to Budou, the machine learning powered line break organizer tool. It is standalone

868 Jan 05, 2023

Sequence learning toolkit for Python

seqlearn seqlearn is a sequence classification toolkit for Python. It is designed to extend scikit-learn and offer as similar as possible an API. Comp

653 Dec 27, 2022

This project has Classification and Clustering done Via kNN and K-Means respectfully

This project has Classification and Clustering done Via kNN and K-Means respectfully. It later tests its efficiency via F1/accuracy/recall/precision for kNN and Davies-Bouldin Index for Clustering. T

0 Jan 20, 2022

Scikit-learn compatible wrapper of the Random Bits Forest program written by (Wang et al., 2016)

sklearn-compatible Random Bits Forest Scikit-learn compatible wrapper of the Random Bits Forest program written by Wang et al., 2016, available as a b

8 Jul 24, 2021

Pandas-method-chaining is a plugin for flake8 that provides method chaining linting for pandas code

pandas-method-chaining pandas-method-chaining is a plugin for flake8 that provides method chaining linting for pandas code. It is a fork from pandas-v

5 May 14, 2022

Simple data balancing baselines for worst-group-accuracy benchmarks.

BalancingGroups Code to replicate the experimental results from Simple data balancing baselines achieve competitive worst-group-accuracy. Replicating

29 Dec 02, 2022

A Python toolbox to churn out organic alkalinity calculations with minimal brain engagement.

Organic Alkalinity Sausage Machine A Python toolbox to churn out organic alkalinity calculations with minimal brain engagement. Getting started To mak

1 Feb 01, 2022

A quick reference guide to the most commonly used patterns and functions in PySpark SQL

Using PySpark we can process data from Hadoop HDFS, AWS S3, and many file systems. PySpark also is used to process real-time data using Streaming and

53 Dec 21, 2022

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Ray provides a simple, universal API for building distributed applications. Ray is packaged with the following libraries for accelerating machine lear

23.3k Dec 31, 2022