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Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Covid 19 Casestudy And Predictions ⭐ 90

This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.

Pymc Example Project ⭐ 87

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Data Analysis In Examples ⭐ 87

Set of notebooks complementing medium.com articles

Breast Cancer Risk Prediction ⭐ 83

Classification of Breast Cancer diagnosis Using Support Vector Machines

Data Science Articles ⭐ 82

A collection of my blogs on Data Science and Machine learning.

Ipychart ⭐ 80

The power of Chart.js with Python

Learn To Code For Data Analysis ⭐ 79

Jupyter notebooks and datasets for this course

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Hyperspectral_image_analysis_simplified ⭐ 77

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

Econometrics With Python ⭐ 77

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

use the data scrapied from a third-party website to analyse chinese P2P industry(使用从第三方数据网站爬取的数据分析中国P2P)

Seaborn Tutorial ⭐ 76

This repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.

Python_ml_tutorial ⭐ 76

A complete tutorial in python for Data Analysis and Machine Learning

Mastering Python Data Analysis ⭐ 74

Mastering-Python-Data-Analysis

Ds Student Resources ⭐ 74

Data Science Student Companion Notebooks and Data Lake

imexam is a python tool for simple image examination, and plotting, with similar functionality to IRAF's imexamine

Customer Lifetime Prediction Using Python ⭐ 72

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Product Categorization Nlp ⭐ 70

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Real Time Sentiment Tracking On Twitter For Brand Improvement And Trend Recognition ⭐ 69

A real-time interactive web app based on data pipelines using streaming Twitter data, automated sentiment analysis, and MySQL&PostgreSQL database (Deployed on Heroku)

The Sparks Foundation ⭐ 68

📌 This repo. Contains Basic - Advance level Machine learning / business analysis Projects. 👨‍💻

Scaleogram ⭐ 68

Scaleogram plot for Continuous Wavelet Transform made easy

Data Science And Machine Learning Projects Dojo ⭐ 67

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

Pydata Pandas Workshop ⭐ 65

Material for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request

Python-based tools for paleomagnetic research

Udacity Data Engineer Nanodegree ⭐ 64

Classwork projects and home works done through Udacity data engineering nano degree

Python Examples ⭐ 64

Simple Python examples including data analysis, ETL, web scraping

R library for spatial data analysis based on libgeoda and GeoDa

Awesome Web3 ⭐ 62

A curated list of awesome web3, articles, analysis dashboard and resources

100 Python Projects ⭐ 61

100 Python Projects

Kobe Every Shot Ever ⭐ 59

A Los Angeles Times analysis of Every shot in Kobe Bryant's NBA career

Data Analysis Using Python ⭐ 58

Exploratory data analysis 📊using python 🐍of used car 🚘 database taken from ⓚ𝖆𝖌𝖌𝖑𝖊

Curso de Ciência da Computação

My solutions to the exercises in "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman and Jennifer Hill

Homeless Arrests Analysis ⭐ 55

A Los Angeles Times analysis of arrests of the homeless by the LAPD

Ciencia De Dados Projetos ⭐ 55

Repositório para meus projetos de ciência de dados (Web scraping e automação + análise exploratória de dados + machine learning + sistema de recomendação)

Data Analyst Roadmap ⭐ 55

Data-Analyst-Roadmap for Professionals. This roadmap contains 8 Chapters that can be completed in 8 weeks, whether you are a fresher in the field or an experienced professional who wants to transition into Data Analysis.

Lapd Crime Classification Analysis ⭐ 54

A Los Angeles Times analysis of serious assaults misclassified by LAPD

Data Science Lunch And Learn ⭐ 52

Resources for weekly Data Science Lunch & Learns

Practical Data Analysis Using Jupyter Notebook ⭐ 52

Practical Data Analysis using Jupyter Notebook, published by Packt Publishing

Spotify Song Recommendation Ml ⭐ 52

UC Berkeley team's submission for RecSys Challenge 2018

Ipeadatapy ⭐ 51

ipeadatapy is a data and metadata extraction package made in Python using Ipeadata database official API. In it's essence it is an API wrapper.

Data Analysis With Pandas ⭐ 50

Welcome to data analysis with pandas tutorial. In this tutorial i have covered all the topic of pandas and tried to explain with lesser number of words.This tutorial is totally written in jupyter notebook so that anyone can clone and run it.

Ds Ml Public ⭐ 49

Python Scripts and Jupyter Notebooks

Notebooks ⭐ 49

Notebooks from Operação Serenata de Amor

Metrotwitter ⭐ 48

What Twitter reveals about the differences between cities and the monoculture of the Bay Area

Python Geopandas Workshop ⭐ 47

In this workshop you will learn about pandas and geopandas by exploring UK Crime Data in a Jupyter notebook

Tatevkaren Data Science Portfolio ⭐ 46

Data Science Portfolio of Tatev Karen Aslanyan including Case Studies and Research Projects that I have completed that solve business problems or introduce new products. Case Study papers, codes, and additional resources are all included.

Data Science Projects ⭐ 46

In this repo, there are (beginner-upper) level projects in the field of data science. I will host these projects that I have done in this field every day in this repo. With the hope that it will be useful to those who are interested in the field of data science like me and will just start...

Responsible Ai Toolbox Mitigations ⭐ 45

Python library for implementing Responsible AI mitigations.

Ipyfastscape ⭐ 44

Interactive widgets for topographic data analysis and modelling in Jupyter notebooks

Bayesicfitting ⭐ 44

Bayesian fitting package

Ipython Notebooks ⭐ 43

A collection of Jupyter notebooks exploring different datasets.

Datasciencewithpython ⭐ 43

Learn Data Science with focus on adding value with the most efficient tech stack.

Architect_big_data_solutions_with_spark ⭐ 42

code, labs and lectures for the course

Xgboost Smote Detect Fraud ⭐ 41

Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!

California Crop Production Wages Analysis ⭐ 41

A Los Angeles Times analysis of crop worker pay in California

Sql For Data Analytics ⭐ 41

Perform fast and efficient data analysis with the power of SQL

Data Analytics Project Template ⭐ 41

A python project starter template for data-analytics and data-science.

Facerec Bias Bfw ⭐ 40

Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).

Data Science Projects Eda ⭐ 40

The projects I've done over the course of time for practicing my EDA and Data Science skills. You can check the code out and learn!

Analyze scraped data

Data Tools (Dat To) is a package with various data tools to help in data analysis and data science work, such as natural language processing and machine learning techniques.

2016 Pydata Carolinas Pandas ⭐ 39

Material for Pandas Tutorial at Pydata Carolinas 2016

Data Science Regular Bootcamp ⭐ 39

Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.

Openrefineder ⭐ 36

💠 + 📚 OpenRefine on Binder!

Ecobidas ⭐ 35

Working repository to turn the COBIDAS guidelines to report methods and results in neuroimaging into a user friendly checklist

Machine Learning Basics ⭐ 34

Tutorial on Machine Learning Basics with Python

multi-dimensional, multi-sensor, multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

Prometheus Pandas ⭐ 34

Pandas integration for Prometheus.

Randomly ⭐ 33

A Library for Denoising Single-Cell Data with Random Matrix Theory

A Hub for all your Machine Learning Projects ranging from Beginner to Intermediate level. Get started with your Open Source and Machine Learning Journey with this beginner-friendly repository.

Videocourse Dataanalysispython ⭐ 31

Companion code for my video course on Data Analysis with Python, published by PacktPub

Hands On Data Analysis With Numpy And Pandas ⭐ 30

published by Packt

Data As A Science ⭐ 30

Lesson guide and textbook for "Data as a Science" course.

Python Data Visualization ⭐ 30

Curated Python Notebooks for Data Visualization

Docker Ocaml Jupyter Datascience ⭐ 30

Dockerfiles for data science in OCaml on Jupyter

Data Visualization With Python ⭐ 30

Data Visualization Tutorial | Matplotlib | Seaborn | Pandas

Bayesian Analysis With Python ⭐ 30

《用Python做贝叶斯分析》

Covid 19 Notebooks ⭐ 29

Data analysis of the COVID-19 outbreak in Italy updated daily from official sources

Complete Data Science Roadmap ⭐ 29

Complete Roadmap For Data Science

Rahul_raoniar_blogs ⭐ 28

Contains code and data for "The Researchers' Guide" Medium blogs

Mercury - data visualize and discovery with Javascript, such as apache zeppelin and jupyter

Data_vis_statistics_geosciences ⭐ 28

This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.

Intrusion Detection System ⭐ 28

IDS monitors a network or systems for malicious activity and protects a computer network from unauthorized access from users,including perhaps insider.

Sparkdataset ⭐ 28

Instant search for and access to many datasets in Pyspark.

Exploratory_data_analysis ⭐ 28

This repository is open for Hacktoberfest contributors to analyze data and bring their opensource skills in action

Data Analytics Made Easy ⭐ 27

Data Analytics Made Easy, Published by Packt

Stock Market Analysis ⭐ 27

Exploratory analysis, visualization of stock market data along with predictions made on it using different techniques.

Notebooks ⭐ 27

Various notebooks we're working on from either our blog cfe.sh/blog or as general research.

Dataquest Guided Projects Solutions ⭐ 27

My dataquest project solutions

<혼자 공부하는 데이터 분석 with 파이썬>의 코드 저장소

Pbp_cookiecutter ⭐ 27

Cookiecutter template for data analysis

Pandasversusexcel ⭐ 27

Python数据分析入门，数据分析师入门

Skillshare Data Science ⭐ 27

Skillshare Data Science and Business Analytics in Python

Drugs Recommendation Using Reviews ⭐ 27

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

Python_tour_of_data_science ⭐ 26

A Python Tour of Data Science

Ee046202 Unsupervised Learning Data Analysis ⭐ 26

Jupyter Notebook tutorials for the Technion's EE 046202 course "Unsupervised Learning and Data Analysis"

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