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475 search results found

Data Science For Beginners ⭐ 25,362

10 Weeks, 20 Lessons, Data Science for All!

Ydata Profiling ⭐ 12,571

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Pandas_exercises ⭐ 9,667

Practice your pandas skills!

Data Analysis And Machine Learning Projects ⭐ 5,596

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Dtale ⭐ 4,407

Visualizer for pandas data structures

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Pydata Notebook ⭐ 3,666

利用Python进行数据分析第二版 (2017) 中文翻译笔记

Ml Workspace ⭐ 3,197

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

The mitosheet package, trymito.io, and other public Mito code.

Linear Algebra With Python ⭐ 2,160

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Pymc Resources ⭐ 1,838

PyMC educational resources

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

Nannyml ⭐ 1,695

nannyml: post-deployment data science in python

General Assembly's 2015 Data Science course in Washington, DC

Fklearn ⭐ 1,465

fklearn: Functional Machine Learning

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Data Science On Gcp ⭐ 1,249

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Responsible Ai Toolbox ⭐ 1,187

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Kangas ⭐ 1,015

🦘 Explore multimedia datasets at scale

This repository helps you understand python from the scratch.

Hands On Data Analysis ⭐ 816

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Doing_bayesian_data_analysis ⭐ 799

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

Daily Dose Of Data Science ⭐ 691

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

Jupyter_pivottablejs ⭐ 600

Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Bayesian Analysis with Python (Second Edition)

Notebooks ⭐ 567

interactive notebooks from Planet Engineering

Machine Learning ⭐ 537

Practical Full-Stack Machine Learning

Cookbook 2nd Code ⭐ 532

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

Kernel Density Estimation in Python

Python For Data Analysis ⭐ 506

An introduction to data science using Python and Pandas with Jupyter notebooks

Machine_learning_and_deep_learning ⭐ 492

Amazing Feature Engineering ⭐ 485

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Hands On Data Analysis With Pandas 2nd Edition ⭐ 473

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

Monitor the stability of a Pandas or Spark dataframe ⚙︎

The Elements Of Statistical Learning Python Notebooks ⭐ 441

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

Google Data Analytics ⭐ 428

google data analytics professional certificate

Hands On Data Analysis With Pandas ⭐ 390

Materials for following along with Hands-On Data Analysis with Pandas.

Notebooks ⭐ 365

All of our computational notebooks

Iclr2020 Openreviewdata ⭐ 355

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

Pydatalab ⭐ 347

open source for wechat-official-account (ID: PyDataLab)

Suite2p ⭐ 306

cell detection in calcium imaging recordings

Data Science Hacks ⭐ 300

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

Datascience_course ⭐ 289

Curso de Data Science em Português

Pandas Workshop ⭐ 285

An introductory workshop on pandas with notebooks and exercises for following along.

Datacamp Project Solutions Python ⭐ 275

DataCamp Project Solutions

Quibbler ⭐ 275

Your data - interactive!

Open Digger ⭐ 269

Open source analysis tools

Data Science ⭐ 269

Projects and awesome list for all Data Science fields

Ocaml Jupyter ⭐ 261

An OCaml kernel for Jupyter (IPython) notebook

Cryptocurrency Analysis Python ⭐ 260

Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data

Rasgoql ⭐ 258

Write python locally, execute SQL in your data warehouse

Quantitative Notebooks ⭐ 233

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

Scipy2018 Geospatial Data ⭐ 226

Covid19 Severity Prediction ⭐ 226

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

Data Analysis Using Python ⭐ 215

Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

Ml Capsule ⭐ 207

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

11_python_matplotlib_module ⭐ 206

Matplotlib is an amazing visualization library in Python for 2D plots of arrays. Matplotlib is a multi-platform data visualization library built on NumPy arrays and designed to work with the broader SciPy stack. It was introduced by John Hunter in the year 2002. One of the greatest benefits of visualization is that it allows us visual access to huge amounts of data in easily digestible visuals. Matplotlib consists of several plots like line, bar, scatter, histogram, etc

Rust Data Analysis ⭐ 193

Rust for data analysis encyclopedia (WIP).

statistics and classes for exploratory spatial data analysis

Time Series Analysis With Python Cookbook ⭐ 183

Time Series Analysis with Python Cookbook, published by Packt

Datascience_interview_questions ⭐ 181

My Solutions to 120 commonly asked data science interview questions.

Datasciencevm ⭐ 161

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

Data Science For Everyone ⭐ 160

Data Science boot camp aims to make the field of data science accessible and understandable to a wide range of individuals, regardless of their background or expertise.

Data Analysis ⭐ 155

主要是爬虫与数据分析项目总结，外加建模与机器学习，模型的评估。

Data Visualization ⭐ 149

Collection of interactive Jupiter Notebook widgets and graphs.

Machine_learning_for_good ⭐ 145

Machine learning fundamentals lesson in interactive notebooks

Datasist ⭐ 137

A Python library for easy data analysis, visualization, exploration and modeling

Python Data Analysis Third Edition ⭐ 136

Python Data Analysis, Third Edition, Published by Packt

Bcs_workshop_apr_20 ⭐ 133

Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design

Aws Orbit Workbench ⭐ 127

A Data Platform built for AWS, powered by Kubernetes.

Youtube Like Predictor ⭐ 126

YouTube Like Count Predictions using Machine Learning

Exportify ⭐ 126

Export Spotify playlists using the Web API. Analyze them in the Jupyter notebook.

Data Science Portfolio ⭐ 125

A Portfolio of my Data Science Projects

Pandas Tutorial ⭐ 124

Jupyter Notebooks and Data Sets for Pandas Library

Data_analysis_portfolio ⭐ 120

This is a repository that I have created to showcase skills, share projects and track my progress in Data Analytics / Data Science related topics.

Data Science Case Studies ⭐ 115

Data Science Case Studies for computer science students.

Copulae ⭐ 113

Multivariate data modelling with Copulas in Python

Spark R Notebooks ⭐ 109

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

Case Studies Python ⭐ 106

An introduction to the practicing neuroscientist to data analysis in Python

Practical Python Data Viz Guide ⭐ 98

Resources for teaching & learning practical data visualization with python.

Analises ⭐ 95

📊 Repositório de códigos simples e replicáveis das análises publicadas.

Loandefault Prediction ⭐ 92

Lending Club Loan data analysis

Covid 19 Casestudy And Predictions ⭐ 90

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

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

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

Data Analysis In Examples ⭐ 87

Set of notebooks complementing medium.com articles

Pymc Example Project ⭐ 87

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

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

Practicalmachinelearning ⭐ 79

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

Learn To Code For Data Analysis ⭐ 79

Jupyter notebooks and datasets for this course

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.

Python_ml_tutorial ⭐ 76

A complete tutorial in python for Data Analysis and Machine Learning

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.

Ds Student Resources ⭐ 74

Data Science Student Companion Notebooks and Data Lake

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