diff --git a/.gitignore b/.gitignore index 894a44c..b45f760 100644 --- a/.gitignore +++ b/.gitignore @@ -102,3 +102,5 @@ venv.bak/ # mypy .mypy_cache/ +/.idea +/datasets/*.bak diff --git a/Other Docs/速查手册/2018年数据科学家报告.pdf b/Other Docs/速查手册/2018年数据科学家报告.pdf new file mode 100644 index 0000000..237f12f Binary files /dev/null and b/Other Docs/速查手册/2018年数据科学家报告.pdf differ diff --git a/Other Docs/速查手册/Python数据科学速查表 - Bokeh.pdf b/Other Docs/速查手册/Python数据科学速查表 - Bokeh.pdf new file mode 100644 index 0000000..f9dc3d4 Binary files /dev/null and b/Other Docs/速查手册/Python数据科学速查表 - Bokeh.pdf differ diff --git a/Other Docs/速查手册/Python数据科学速查表 - Jupyter Notebook.pdf b/Other Docs/速查手册/Python数据科学速查表 - Jupyter Notebook.pdf new file mode 100644 index 0000000..81cfbc5 Binary files /dev/null and b/Other Docs/速查手册/Python数据科学速查表 - Jupyter Notebook.pdf differ diff --git a/Other Docs/速查手册/Python数据科学速查表 - Keras.pdf b/Other Docs/速查手册/Python数据科学速查表 - Keras.pdf new file mode 100644 index 0000000..461432c Binary files /dev/null and b/Other Docs/速查手册/Python数据科学速查表 - 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Python 基础](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20Python%20基础.pdf) +![Python数据科学速查表 - Python 基础](https://upload-images.jianshu.io/upload_images/3240514-a4268e27432411b0.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - 导入数据](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20导入数据.pdf) +![Python数据科学速查表 - 导入数据](https://upload-images.jianshu.io/upload_images/3240514-d2b38f138e127333.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - Jupyter Notebook](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E9%80%9F%E6%9F%A5%E8%A1%A8%20-%20Jupyter%20Notebook.pdf) +![Python数据科学速查表 - Jupyter Notebook](https://upload-images.jianshu.io/upload_images/3240514-111052b862105515.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +二、[数据处理系列（Numpy、Pandas 及 SciPy）](https://www.jianshu.com/p/8d51642dfa26) + +* [Python数据科学速查表 - Numpy 基础](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20Numpy%20基础.pdf) +![Python数据科学速查表 - Numpy 基础](https://upload-images.jianshu.io/upload_images/3240514-811ca5b168b84a75.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - Pandas 基础](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20Pandas%20基础.pdf) +![Python数据科学速查表 - Pandas 基础](https://upload-images.jianshu.io/upload_images/3240514-0711ea1cb1d1fcee.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - Pandas 进阶](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20Pandas%20进阶.pdf) +![Python数据科学速查表 - Pandas 进阶](https://upload-images.jianshu.io/upload_images/3240514-475cfa9174303f60.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - SciPy](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E9%80%9F%E6%9F%A5%E8%A1%A8%20-%20SciPy.pdf) +![Python数据科学速查表 - SciPy](https://upload-images.jianshu.io/upload_images/3240514-fc9fa2b69a820041.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +三、[可视化系列（Matplotlib、Bokeh、Seaborn）](https://www.jianshu.com/p/7e186d43d7f1) + +* [Python数据科学速查表 - Matplotlib](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20Matplotlib%20绘图.pdf) +![Python数据科学速查表 - Matplotlib](https://upload-images.jianshu.io/upload_images/3240514-9c57bcf33113cf98.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - Bokeh](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20Bokeh.pdf) +![Python数据科学速查表 - Bokeh](https://upload-images.jianshu.io/upload_images/3240514-d87990f4a3f7f0ae.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - Seaborn](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E9%80%9F%E6%9F%A5%E8%A1%A8%20-%20Seaborn.pdf) +![Python数据科学速查表 - Seaborn](https://upload-images.jianshu.io/upload_images/3240514-1c2f56b96f841421.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +四、[机器学习系列（Keras、Scikit-learn）](https://www.jianshu.com/p/cba49ff5fc97) + +* [Python数据科学速查表 - Keras](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python数据科学速查表%20-%20Keras.pdf) +![Python数据科学速查表 - Keras](https://upload-images.jianshu.io/upload_images/3240514-ea9657c97b5e0d19.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - Scikit-learn](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E9%80%9F%E6%9F%A5%E8%A1%A8%20-%20Scikit-Learn.pdf) +![Python数据科学速查表 - Scikit-learn](https://upload-images.jianshu.io/upload_images/3240514-b8cbecb3a9194b71.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +五、[PySpark系列（SQL与RDD）](https://www.jianshu.com/p/7dea578c56d8) + +* [Python数据科学速查表 - Spark SQL 基础](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E9%80%9F%E6%9F%A5%E8%A1%A8%20-%20Spark%20SQL%20%E5%9F%BA%E7%A1%80.pdf) +![pyspark.png](https://upload-images.jianshu.io/upload_images/3240514-32909e63b67c0837.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +* [Python数据科学速查表 - Spark RDD 基础](https://github.com/jaystone776/python-data-science-cheatsheet/blob/master/Python%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E9%80%9F%E6%9F%A5%E8%A1%A8%20-%20Spark%20RDD%20%E5%9F%BA%E7%A1%80.pdf) +![RDD.png](https://upload-images.jianshu.io/upload_images/3240514-43308e4ca89d8699.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240) + +如果喜欢本文，敬请关注我的简书专题 **[呆鸟的Python数据分析](https://www.jianshu.com/c/38980843c0f2)** + +感谢**天善智能**的**Python爱好者社区**公众号一直以来对我的支持，这里也大力推荐，是我学习入门 Python 数据分析入门的引路者，欢迎关注！ + +![Python爱好者社区](https://upload-images.jianshu.io/upload_images/3240514-29c87337342b0904.jpg?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)