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Title: GitHub - squaremind/Girls-In-AI: 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

Open Graph Title: GitHub - squaremind/Girls-In-AI: 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

X Title: GitHub - squaremind/Girls-In-AI: 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

Description: 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战 - squaremind/Girls-In-AI

Open Graph Description: 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战 - squaremind/Girls-In-AI

X Description: 免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战 - squaremind/Girls-In-AI

Opengraph URL: https://github.com/squaremind/Girls-In-AI

X: @github

direct link

Domain: github.com

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https://github.com/squaremind/Girls-In-AI#girls-in-ai
如何成为一名AI算法工程师https://weibo.com/3340707810/GBryiyz3T
@Girls-In-AIhttps://m.weibo.cn/profile/2650740963
https://github.com/YZHANG1270/Girls-In-AI/blob/master/others/pics/artworks/gia.jpg?raw=true
https://github.com/squaremind/Girls-In-AI#machine_learning_diary
https://github.com/squaremind/Girls-In-AI#第一期小白python入门
https://github.com/squaremind/Girls-In-AI#课程列表
注册GitHub，star点亮Girls-In-AIhttps://github.com/YZHANG1270/Girls-In-AI/blob/master/tools/github/signup.md
初识 Pythonhttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/print/README.md
GitHub-Issue：正确的提问方式https://github.com/YZHANG1270/Girls-In-AI/blob/master/tools/github/issue.md
Terminal的打开方式https://github.com/YZHANG1270/Girls-In-AI/blob/master/tools/terminal/start.md
Python 配置环境变量https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/env_config/Python_for_WIN.md
Jupyter Notebook 的多种打开方式https://github.com/YZHANG1270/Girls-In-AI/blob/master/tools/anaconda/jupyter/start.md
数据类型简介https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/data_type.md
variable 变量https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/variable.md
bool 布尔值https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/bool.md
string 字符串https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/string.md
数据类型转换https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/type_trans.md
list 列表https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/list.md
dict 字典https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/dict.md
if 条件判断https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/if/if.md
while/break/continue 循环https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/loop/while.md
for 循环https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/loop/for.md
try/except 异常处理https://github.com/YZHANG1270/Girls-In-AI/tree/master/machine_learning_diary/base/try_except
function 函数https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/function/func.md
读/写 txthttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/read_write/read_write_txt.ipynb
pip install xxxhttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/package/import.md
初识 dataframehttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/data_type/dataframe.ipynb
下载/保存 excelhttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/read_write/read_save_excel.ipynb
面向对象编程https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/base/class/class_1.ipynb
datetimehttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/datetime.ipynb
https://github.com/squaremind/Girls-In-AI#第二期成为数据分析师-data-analyst
bookhttps://jakevdp.github.io/PythonDataScienceHandbook/
https://github.com/squaremind/Girls-In-AI#课程列表-1
初识Kaggle：Titanichttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/kaggle_intro.md
初识 Pandas, Matplotlib, Numpy：柱状图、折线图、箱图https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/titanic_plot.ipynb
Pandas 基础1https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/Pandas.ipynb
Pandas 基础2https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/pandas.ipynb
Pandas 对象https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.01-Introducing-Pandas-Objects.ipynb
Pandas 数据索引https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.02-Data-Indexing-and-Selection.ipynb
Pandas 数据操作https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.03-Operations-in-Pandas.ipynb
Pandas 处理缺失值https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.04-Missing-Values.ipynb
Pandas 多层索引https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.05-Hierarchical-Indexing.ipynb
Pandas 汇总和频数统计https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/pandas_count.ipynb
Pandas: Concat and Appendhttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.06-Concat-And-Append.ipynb
Pandas: Merge and Joinhttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.07-Merge-and-Join.ipynb
Pandas: Aggregation and Groupinghttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.08-Aggregation-and-Grouping.ipynb
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Pandas 时间序列https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.11-Working-with-Time-Series.ipynb
Pandas 高级使用https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/03.12-Performance-Eval-and-Query.ipynb
Matplotlib 基础绘图https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/matplotlib.ipynb
Matplotlib Titanic应用https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/matplotlib-applied.ipynb
Matplotlib 简单介绍https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.00-Introduction-To-Matplotlib.ipynb
Matplotlib 曲线图https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.01-Simple-Line-Plots.ipynb
Matplotlib 散点图https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.02-Simple-Scatter-Plots.ipynb
Matplotlib 可视化错误https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.03-Errorbars.ipynb
Matplotlib 密度图https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.04-Density-and-Contour-Plots.ipynb
Matplotlib 直方图，平移和密度可视化https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.05-Histograms-and-Binnings.ipynb
Matplotlib 自定义绘图https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.06-Customizing-Legends.ipynb
Matplotlib 自定义色彩https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.07-Customizing-Colorbars.ipynb
Matplotlib 多子图绘制https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.08-Multiple-Subplots.ipynb
Matplotlib 用图说话https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.09-Text-and-Annotation.ipynb
Matplotlib 自定义刻度https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.10-Customizing-Ticks.ipynb
Matplotlib 自定义风格绘图https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.11-Settings-and-Stylesheets.ipynb
Matplotlib 三维图绘制https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.12-Three-Dimensional-Plotting.ipynb
Matplotlib 地理图绘制https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.13-Geographic-Data-With-Basemap.ipynb
Matplotlib 与Seaborn碰撞https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/04.14-Visualization-With-Seaborn.ipynb
Numpy 基础1https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/NumPy.ipynb
Numpy 基础2https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/numpy.ipynb
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Numpy 转置https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/transpose.ipynb
Numpy 常用计算https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/02.03-Computation-on-arrays-ufuncs.ipynb
Numpy 聚合https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/02.04-Computation-on-arrays-aggregates.ipynb
Numpy 数列计算https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/02.05-Computation-on-arrays-broadcasting.ipynb
Numpy 比较，掩码和布尔逻辑https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/02.06-Boolean-Arrays-and-Masks.ipynb
Numpy 花式索引https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/02.07-Fancy-Indexing.ipynb
Numpy 数组排序https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/02.08-Sorting.ipynb
Numpy 结构化数组https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/02.09-Structured-Data-NumPy.ipynb
https://github.com/squaremind/Girls-In-AI#第三期机器学习
https://github.com/squaremind/Girls-In-AI#课程列表-2
机器学习简介：分类、聚类等https://jakevdp.github.io/PythonDataScienceHandbook/05.01-what-is-machine-learning.html
scikit-learn 简单介绍https://jakevdp.github.io/PythonDataScienceHandbook/05.02-introducing-scikit-learn.html
scikit-learn KNNhttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-intro.ipynb
scikit-learn 线性回归 demo1https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-linear-reg.ipynb
scikit-learn 线性回归 demo2https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/data_analysis/Linear_Regression.ipynb
scikit-learn 逻辑回归https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/machine_learning/Logistic_Regression.ipynb
scikit-learn Naive Bayes Classificationhttps://jakevdp.github.io/PythonDataScienceHandbook/05.05-naive-bayes.html
scikit-learn 支持向量机 SVMhttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-svm.ipynb
scikit-learn 随机森林 Random Forest 1https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-random-forest.ipynb
scikit-learn 随机森林 Random Forest 2https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/machine_learning/Random_Forests.ipynb
scikit-learn K-Meanshttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-k-means.ipynb
scikit-learn PCAhttps://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-pca.ipynb
scikit-learn 高斯混合模型https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-gmm.ipynb
scikit-learn 模型验证和模型选择https://nbviewer.jupyter.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-validation.ipynb
实战项目：人脸检测https://jakevdp.github.io/PythonDataScienceHandbook/05.14-image-features.html
超参数和模型验证https://jakevdp.github.io/PythonDataScienceHandbook/05.03-hyperparameters-and-model-validation.html
https://github.com/squaremind/Girls-In-AI#第四期深度学习-coming-soon
https://github.com/squaremind/Girls-In-AI#课程列表-3
Pytorchhttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/deep_learning/07_PyTorch.ipynb
60分钟入门Pytorch 深度学习https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html
多层感知机https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/deep_learning/08_Multilayer_Perceptron.ipynb
CNN, run demohttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/deep_learning/11_Convolutional_Neural_Networks.ipynb
CS231n Convolutional Neural Networks for Visual Recognitionhttps://cs231n.github.io/
RNN, run demohttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/deep_learning/13_Recurrent_Neural_Networks.ipynb
高级RNNhttps://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/deep_learning/14_Advanced_RNNs.ipynb
https://github.com/squaremind/Girls-In-AI#第五期毕业项目-kaggle实战-coming-soon
https://github.com/squaremind/Girls-In-AI#课程列表-4
计算机视觉https://github.com/YZHANG1270/Girls-In-AI/blob/master/machine_learning_diary/deep_learning/15_Computer_Vision.ipynb
https://github.com/squaremind/Girls-In-AI#nlp篇自然语言处理-coming-soon
https://github.com/squaremind/Girls-In-AI#课程列表-5
https://github.com/squaremind/Girls-In-AI#成长篇程序员的自我修养
Leo Huihttps://github.com/leohxj
介紹https://leohxj.gitbooks.io/a-programmer-prepares/content/index.html
1.1. 字符编码https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/character-encoding.html
1.2. 技术名词https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/technical-terms.html
1.3. 语义化版本https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/semantic-versioning.html
1.4. 命名规范https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/naming.html
1.5. 书写文档https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/write-document.html
1.6. 开源协议https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/open-source-license.html
1.7. 目录结构https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/directory.html
1.8. 正则表达式https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/regular-expression.html
1.9. 平凡之路https://leohxj.gitbooks.io/a-programmer-prepares/content/programmer-basic/ordinary-road.html
2.1. 堆和栈https://leohxj.gitbooks.io/a-programmer-prepares/content/data-structures-and-algorithm/heap-and-stack.html
2.2. 浮点数类型https://leohxj.gitbooks.io/a-programmer-prepares/content/data-structures-and-algorithm/data-structure-float.html
2.3. XML和JSONhttps://leohxj.gitbooks.io/a-programmer-prepares/content/data-structures-and-algorithm/xml-and-json.html
2.4. 算法学习之路https://leohxj.gitbooks.io/a-programmer-prepares/content/data-structures-and-algorithm/learning-road.html
2.5. 排序算法https://leohxj.gitbooks.io/a-programmer-prepares/content/data-structures-and-algorithm/sort-algorithm.html
3.1.1. 常用的Javascript设计模式https://leohxj.gitbooks.io/a-programmer-prepares/content/architecture/design-pattern/design-pattern-js.html
3.2.1. 继承https://leohxj.gitbooks.io/a-programmer-prepares/content/architecture/object-oriented-programming/inheritance.html
3.2.2. 多态https://leohxj.gitbooks.io/a-programmer-prepares/content/architecture/object-oriented-programming/polymorphism.html
3.2.3. 封装https://leohxj.gitbooks.io/a-programmer-prepares/content/architecture/object-oriented-programming/encapsulation.html
3.3. 面向接口编程https://leohxj.gitbooks.io/a-programmer-prepares/content/architecture/interface-oriented-programming/index.html
4.1. 六种量化你代码的方式https://leohxj.gitbooks.io/a-programmer-prepares/content/code-review/6-ways-to-quantify-your-code.html
4.2. 程序员必备的代码审查（Code Review）清单https://leohxj.gitbooks.io/a-programmer-prepares/content/code-review/code-review-list.html
5.1. AWS简介https://leohxj.gitbooks.io/a-programmer-prepares/content/deploy/aws-intro.html
6.1. HTTPS, SPDY和 HTTP/2性能的简单对比https://leohxj.gitbooks.io/a-programmer-prepares/content/networks/a-simple-performance-comparison-of-https-spdy-and-http2.html
6.2. HTTP状态码https://leohxj.gitbooks.io/a-programmer-prepares/content/networks/http-status-code.html
7.1. 佳作赏析https://leohxj.gitbooks.io/a-programmer-prepares/content/design/appreciate.html
7.2. 无缝平铺https://leohxj.gitbooks.io/a-programmer-prepares/content/design/infinite-tile.html
7.3. Sketch学习https://leohxj.gitbooks.io/a-programmer-prepares/content/design/learning-sketch.html
7.4. 设计与实现的平衡https://leohxj.gitbooks.io/a-programmer-prepares/content/design/balance-design-and-realize.html
8.1. 使用gitbookhttps://leohxj.gitbooks.io/a-programmer-prepares/content/writing/using-gitbook.html
9.1. 一个好的产品经理https://leohxj.gitbooks.io/a-programmer-prepares/content/pm/good-product-manager.html
9.2. 产品经理的技能https://leohxj.gitbooks.io/a-programmer-prepares/content/pm/pm-skills.html
10.1. 关于招聘https://leohxj.gitbooks.io/a-programmer-prepares/content/teamwork/hiring.html
10.2. 培训新人https://leohxj.gitbooks.io/a-programmer-prepares/content/teamwork/training.html
10.3. 领导能力https://leohxj.gitbooks.io/a-programmer-prepares/content/teamwork/leader.html
11.1. MOOChttps://leohxj.gitbooks.io/a-programmer-prepares/content/knowledge/learning-mooc.html
11.2. Podcastshttps://leohxj.gitbooks.io/a-programmer-prepares/content/knowledge/podcasts.html
11.3. 英语学习https://leohxj.gitbooks.io/a-programmer-prepares/content/knowledge/learning-english.html
11.4. 设计学习https://leohxj.gitbooks.io/a-programmer-prepares/content/knowledge/learning-design.html
11.5. 前端学习https://leohxj.gitbooks.io/a-programmer-prepares/content/knowledge/learning-front-end.html
11.6. iOS学习https://leohxj.gitbooks.io/a-programmer-prepares/content/knowledge/learning-ios.html
11.7. 游戏开发https://leohxj.gitbooks.io/a-programmer-prepares/content/knowledge/learning-games.html
12.1. 过劳检测https://leohxj.gitbooks.io/a-programmer-prepares/content/healthy/detect-overwork.html
12.2. 关于睡眠https://leohxj.gitbooks.io/a-programmer-prepares/content/healthy/about-sleep.html
13.1. 学会阅读https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/how-to-read.html
13.2. 学会提问https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/how-to-ask.html
13.3. 善用搜索https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/how-to-search.html
13.4. 学会写作https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/how-to-write.html
13.5. 科学上网https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/great-fire-wall.html
13.6. 突破内网https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/break-through-intranet.html
13.7. 时间管理https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/mange-time.html
13.8. 知识管理https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/mange-knowledge.html
13.9. 文件管理https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/mange-files.html
13.10. 密码管理https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/mange-password.html
13.11. 制作视频https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/share-with-video.html
13.12. 制作PPThttps://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/share-with-slide.html
13.13. 论音乐对效率的影响https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/music-vs-efficiency.html
13.14. 程序员效率指南https://leohxj.gitbooks.io/a-programmer-prepares/content/effciency/coder-guide.html
14.1. 创业资源https://leohxj.gitbooks.io/a-programmer-prepares/content/soho/resource.html
15.1. 保护隐私https://leohxj.gitbooks.io/a-programmer-prepares/content/hacker/protect-privacy.html
16.1. 找工作前需要思考的问题https://leohxj.gitbooks.io/a-programmer-prepares/content/offer/before-find-offer.html
16.2. 原则与技巧https://leohxj.gitbooks.io/a-programmer-prepares/content/offer/interview-principle-and-skill.html
16.3. 关于简历https://leohxj.gitbooks.io/a-programmer-prepares/content/offer/about-resume.html
17.1. 硬件相关https://leohxj.gitbooks.io/a-programmer-prepares/content/others/hardware.html
18.1.1. 硬件配置https://leohxj.gitbooks.io/a-programmer-prepares/content/software/windows/hardware.html
18.1.2. 系统安装https://leohxj.gitbooks.io/a-programmer-prepares/content/software/windows/install-windows.html
18.1.3. 常用软件https://leohxj.gitbooks.io/a-programmer-prepares/content/software/windows/software-list.html
18.2.1. 通用设置https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/setting.html
18.2.2. 权限问题https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/permissions.html
18.2.3. alias设置https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/alias.html
18.2.4.1. iTerm2https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/iTerm2.html
18.2.4.2. brewhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/brew.html
18.2.4.3. zshhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/zsh.html
18.2.4.4. 1Passwordhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/1Password.html
18.2.4.5. TextExpanderhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/TextExpander.html
18.2.4.6. 欧陆词典https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/euDic.html
18.2.4.7. popCliphttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/popClip.html
18.2.4.8. manicohttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/manico.html
18.2.4.9. 窗口管理器https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/window-management.html
18.2.4.10. BetterTouchToolhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/softwares/bettertouchtool.html
18.2.5. 开发环境https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/develop-environment.html
18.2.6. 快捷键设置https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/shortcuts.html
18.2.7. 常用终端命令https://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/usefully-command.html
18.2.8. dotfileshttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/mac/dotfiles.html
18.3.1. 常用软件https://leohxj.gitbooks.io/a-programmer-prepares/content/software/android/software-list.html
18.3.2. 如何登录美国区GooglePlayhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/android/google-play.html
18.4.1. githttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/git.html
18.4.2. EditorConfighttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/editor-config.html
18.4.3. nodehttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/node.html
18.4.4. shadowsockshttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/shadowsocks.html
18.4.5. ST3--Windows篇https://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/windows-sublimetext3.html
18.4.6. ST3--Mac篇https://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/mac-sublimetext3.html
18.4.7. gulphttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/gulp.html
18.4.8. 字体的选择https://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/fonts.html
18.4.9. Emacshttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/emacs.html
18.4.10. WebStormhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/webstorm.html
18.4.11. tmuxhttps://leohxj.gitbooks.io/a-programmer-prepares/content/software/develop-tool/tmux.html
18.5.1. Sketch中文学习资料https://leohxj.gitbooks.io/a-programmer-prepares/content/software/sketch/Awesome-Sketch.html
18.6.1. 使用Trello管理项目的经验https://leohxj.gitbooks.io/a-programmer-prepares/content/software/trello/use-trello-manage-project.html
18.7.1. 15分钟学会使用Git和远程代码库https://leohxj.gitbooks.io/a-programmer-prepares/content/software/git/getting-start.html
18.7.2. GitHub秘籍https://leohxj.gitbooks.io/a-programmer-prepares/content/software/git/github-cheat-sheet.html
18.8.1. IDE设置https://leohxj.gitbooks.io/a-programmer-prepares/content/JetBrains/ide-setting.html
19.1. 计算机科学与技术https://leohxj.gitbooks.io/a-programmer-prepares/content/appendix/computer-science.html
19.2. 网站https://leohxj.gitbooks.io/a-programmer-prepares/content/appendix/websites.html
19.3. 书籍https://leohxj.gitbooks.io/a-programmer-prepares/content/appendix/books.html
19.4. 工具https://leohxj.gitbooks.io/a-programmer-prepares/content/appendix/tools.html
https://github.com/squaremind/Girls-In-AI#课外项目基于python的经典空气动力学
https://github.com/YZHANG1270/Girls-In-AI/blob/master/others/pics/ml_diary/data_analysis/aeropython.png?raw=true
https://github.com/squaremind/Girls-In-AI#课程列表-6
Source＆Sinkhttp://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/01_Lesson01_sourceSink.ipynb
自由流中的源和汇http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/02_Lesson02_sourceSinkFreestream.ipynb
成对的东西http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/03_Lesson03_doublet.ipynb
分配：翼型上的源分布http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/03_Lesson03_Assignment.ipynb
涡流http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/04_Lesson04_vortex.ipynb
无限排的漩涡http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/05_Lesson05_InfiniteRowOfVortices.ipynb
气缸上的涡旋升降机http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/06_Lesson06_vortexLift.ipynb
作业：Joukowski转型http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/06_Lesson06_Assignment.ipynb
图像方法http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/07_Lesson07_methodOfImages.ipynb
资料表http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/08_Lesson08_sourceSheet.ipynb
流过带有源面板的圆柱体http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/09_Lesson09_flowOverCylinder.ipynb
源面板方法http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/10_Lesson10_sourcePanelMethod.ipynb
涡源面板法http://nbviewer.ipython.org/urls/github.com/barbagroup/AeroPython/blob/master/lessons/11_Lesson11_vortexSourcePanelMethod.ipynb
练习：推导涡旋源面板方法http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/11_Lesson11_Exercise.ipynb
任务：2D多组件翼型http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/11_Lesson11_Assignment.ipynb
https://github.com/squaremind/Girls-In-AI#gia求职篇面试题--简历
https://github.com/squaremind/Girls-In-AI#简历
100份沃顿商学院简历https://github.com/YZHANG1270/Girls-In-AI/blob/master/resume/wharton/Wharton_Resume.pdf
https://github.com/squaremind/Girls-In-AI#girls-in-ai-scholarship-奖学金计划
https://github.com/squaremind/Girls-In-AI#scholarship-criteria-奖学金评定规则
https://github.com/squaremind/Girls-In-AI#donation-rules-捐赠步骤
https://github.com/YZHANG1270/Girls-In-AI/blob/master/others/pics/scholarship/wechat.png?raw=true
@Girls-In-AIhttps://m.weibo.cn/profile/2650740963
https://github.com/squaremind/Girls-In-AI#donation-list-捐赠人名单
https://github.com/squaremind/Girls-In-AI#girls-in-ai-出征计划
https://github.com/squaremind/Girls-In-AI#join-girls-in-ai
codewithzhangyi.com/Girls-In-AIhttp://codewithzhangyi.com/Girls-In-AI
Readme https://github.com/squaremind/Girls-In-AI#readme-ov-file
Please reload this pagehttps://github.com/squaremind/Girls-In-AI
Activityhttps://github.com/squaremind/Girls-In-AI/activity
0 starshttps://github.com/squaremind/Girls-In-AI/stargazers
0 watchinghttps://github.com/squaremind/Girls-In-AI/watchers
0 forkshttps://github.com/squaremind/Girls-In-AI/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fsquaremind%2FGirls-In-AI&report=squaremind+%28user%29
Releaseshttps://github.com/squaremind/Girls-In-AI/releases
Packages 0https://github.com/users/squaremind/packages?repo_name=Girls-In-AI
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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