8434 Open source projects that are alternatives of or similar to Data Science Hacks

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.

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

Curso de Data Science em Português

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

Open Machine Learning Course

Achieve your marketing goals with the data analytics power of Python

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

Visualize and compare datasets, target values and associations, with one line of code.

Visualizer for pandas data structures

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

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

OpenRefine is a free, open source power tool for working with messy data and improving it

A visualisation tool for the creation and analysis of graphs

Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object

Build a data visualization dashboard with simple snippets of python code

📖 每一个伟大的思想和行动都有一个微不足道的开始

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data

Powerful financial charting library based on R's Quantmod | http://py-quantmod.readthedocs.io/en/latest/

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

A Pandas Styler class for making beautiful tables

Analyze Data with Pandas-based Networks. Documentation:

This repository helps you understand python from the scratch.

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

This is Andrew NG Coursera Handwritten Notes.

Code, Notebooks and Examples from Practical Business Python

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

Tutorial: Web scraping in Python with Beautiful Soup

football (soccer) datasets

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。

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

Easy pipelines for pandas DataFrames.

An ongoing list of pandas quirks

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

A collection of notebooks of my Machine Learning class written in python 3

数据可视化分析平台，使用Java语言开发，采用浏览器/服务器架构，支持SQL、CSV、Excel、HTTP接口、JSON等多种数据源

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

A Portfolio of my Data Science Projects

🍊 📊 💡 Orange: Interactive data analysis

Repository to store sample python programs for python learning

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

Datasets, tools, and benchmarks for representation learning of code.

Stock for Deep Learning and Machine Learning

Quiz & Assignment of Coursera

pytablewriter is a Python library to write a table in various formats: CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.

Python tools for data analysis

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

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

repo for code published on pythondata.com

[tutorial]A functional, Data Science focused introduction to Python

📢 Ready to learn or review your knowledge!

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.

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

Extract data from a wide range of Internet sources into a pandas DataFrame.

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Collection of useful data science topics along with code and articles

Resources for weekly Data Science Lunch & Learns

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

edaviz - Python library for Exploratory Data Analysis and Visualization in Jupyter Notebook or Jupyter Lab