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1,146 search results found

Data Science For Beginners ⭐ 22,582

10 Weeks, 20 Lessons, Data Science for All!

Pydata Book ⭐ 20,098

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Ydata Profiling ⭐ 11,165

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

Pandas_exercises ⭐ 9,277

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.

Machine Learning Mindmap ⭐ 4,400

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Machine_learning_complete ⭐ 4,296

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

Dtale ⭐ 4,261

Visualizer for pandas data structures

Datascience ⭐ 3,878

Curated list of Python resources for data science.

Data Science ⭐ 3,793

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

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 ⭐ 2,816

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

100 Pandas Puzzles ⭐ 1,977

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

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

Linear Algebra With Python ⭐ 1,846

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.

Pandas Videos ⭐ 1,808

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

Pymc Resources ⭐ 1,757

PyMC educational resources

Nannyml ⭐ 1,638

nannyml: post-deployment data science in python

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

Spark Py Notebooks ⭐ 1,515

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Fklearn ⭐ 1,455

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

🦘 Explore multimedia datasets at scale

Responsible Ai Toolbox ⭐ 967

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.

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

Qs_ledger ⭐ 794

Quantified Self Personal Data Aggregator and Data Analysis

Cookbook 2nd ⭐ 773

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

Jupyter_pivottablejs ⭐ 600

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

Daily Dose Of Data Science ⭐ 593

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

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Bayesian Analysis with Python (Second Edition)

Notebooks ⭐ 553

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

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.

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Machine_learning_and_deep_learning ⭐ 456

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

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

Hands On Data Analysis With Pandas 2nd Edition ⭐ 374

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

Notebooks ⭐ 365

All of our computational notebooks

Hands On Data Analysis With Pandas ⭐ 364

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

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)

Dabest Python ⭐ 312

Data Analysis with Bootstrapped ESTimation

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.

Suite2p ⭐ 289

cell detection in calcium imaging recordings

Datascience_course ⭐ 289

Curso de Data Science em Português

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

Datacamp Project Solutions Python ⭐ 275

DataCamp Project Solutions

Quibbler ⭐ 275

Your data - interactive!

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

Pandas Workshop ⭐ 253

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

Open Digger ⭐ 252

Open source analysis tools

Quantitative Notebooks ⭐ 233

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

Scipy2018 Geospatial Data ⭐ 226

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.

Data Science ⭐ 206

Projects and awesome list for all Data Science fields

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

Data analysis library for JavaScript built with Ramda

Sql Data Analysis And Visualization Projects ⭐ 200

SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

Data Science Resources ⭐ 198

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

Covid19 Severity Prediction ⭐ 194

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

Dianping_textmining ⭐ 186

大众点评评论文本挖掘，包括点评数据爬取、数据清洗入库、数据分析、评论情感分析等的完整挖掘项目

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.

statistics and classes for exploratory spatial data analysis

Honestnft Shenanigans ⭐ 175

HonestNFT Shenanigan Scanning Tools

Sos Notebook ⭐ 163

Multi-language Jupyter Notebook

Datasciencevm ⭐ 161

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

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。

Python Ecology Lesson ⭐ 154

Data Analysis and Visualization in Python for Ecologists

Machine Learning And Data Analysis Coursera Yandex Mipt ⭐ 152

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT

Machine_learning_for_good ⭐ 145

Machine learning fundamentals lesson in interactive notebooks

Data Visualization ⭐ 144

Collection of interactive Jupiter Notebook widgets and graphs.

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

Exportify ⭐ 126

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

Youtube Like Predictor ⭐ 126

YouTube Like Count Predictions using Machine Learning

Data Science Portfolio ⭐ 125

A Portfolio of my Data Science Projects

Aws Orbit Workbench ⭐ 124

A Data Platform built for AWS, powered by Kubernetes.

Satellite_imagery_analysis ⭐ 123

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

Rust Data Analysis ⭐ 119

The ultimate data analysis with Rust course.

Copulae ⭐ 113

Multivariate data modelling with Copulas in Python

Data_analysis_portfolio ⭐ 112

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

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.

Loandefault Prediction ⭐ 92

Lending Club Loan data analysis

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