# Python

**Repository Path**: gaoxin1999/Python

## Basic Information

- **Project Name**: Python
- **Description**: :snake: Python Programs
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2019-10-08
- **Last Updated**: 2021-09-07

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Python
This is a repository that holds my Python programs
<p align="center">
  <img src="https://www.python.org/static/community_logos/python-logo-inkscape.svg" width="400"/>
</p>
To see me programming in Python checkout the YouTube channel: <a target="_blank" href="https://www.youtube.com/playlist?list=PLBhJnyA0V0uIP6tScPs01FW5WtSpJdmcv">Go To YouTube Channel</a>

# Relavent Books On Amazon
* [Learning Python, 5th Edition](https://www.amazon.com/gp/product/1449355730/ref=as_li_tl?ie=UTF8&tag=github01d-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1449355730&linkId=95e6eaf8c12b9fcd483dd06c1dd53e48)
* [Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems](https://www.amazon.com/gp/product/1491962291/ref=as_li_tl?ie=UTF8&tag=github01d-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1491962291&linkId=9dec6584d63a7cfcbc32af1ff9737bbf)
* [Python Data Science Handbook: Essential Tools for Working with Data](https://www.amazon.com/gp/product/1491912057/ref=as_li_tl?ie=UTF8&tag=github01d-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1491912057&linkId=af650651a6d71fdea49cd5aa95653e1c)
* [Introduction to Machine Learning with Python: A Guide for Data Scientists](https://www.amazon.com/gp/product/1449369413/ref=as_li_tl?ie=UTF8&tag=github01d-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1449369413&linkId=7b6ad9375121575c83af505f2a3ed6f3)



## Python Data Cleaning Programs
Program Name | Algorithm Name| Link to Program | Blog | YouTube
--- | --- | --- | --- | ---
concatenate_file.py |  Concatenate Multiple CSV files |  [Program](https://github.com/randerson112358/Python/blob/master/concatenate_file.py) | [Blog](http://everythingcomputerscience.com/) | [YouTubeX](https://www.youtube.com/channel/UCbmb5IoBtHZTpYZCDBOC1CA)
remove_empty_row.py | Removes Empty Rows |  [Program](https://github.com/randerson112358/Python/blob/master/remove_empty_row.py) | [Blog](http://everythingcomputerscience.com/) | [YouTubeX](https://www.youtube.com/channel/UCbmb5IoBtHZTpYZCDBOC1CA)
replace_strings_with_numbers.py | Changes Strings in CSV to Numbers |  [Program](https://github.com/randerson112358/Python/blob/master/Replace_Strings_With_Numbers/replace_strings_with_numbers.py) | [Blog](http://everythingcomputerscience.com/) | [YouTube](https://youtu.be/zv_fzW2iA_U)
## Web Scraping 
Program Name | Algorithm Name| Link to Program | Blog | YouTube
--- | --- | --- | --- | ---
scrape.py |  Scrape Website Links |  [Program](https://github.com/randerson112358/Python/blob/master/scrape.py) | [Blog](https://medium.com/@randerson112358/scrape-website-using-python-90619cac7c97) | [YouTube](https://youtu.be/LGZEn1OYUTk)
News_Article.py | Scrape & Summarize Article |  [Program](https://github.com/randerson112358/Python/blob/master/News_Article.ipynb) | [Blog](http://everythingcomputerscience.com/) | [YouTube](https://youtu.be/YzMA2O_v5co)

## Machine Learning Projects & Programs 
Project Name |Program Name | Algorithm Name| Link to Program | Blog | YouTube
--- | --- | --- | --- | --- | ---
Sentiment Analysis |sentiment.py |  Sentiment Analysis |  [Program](https://github.com/randerson112358/Python/blob/master/sentiment.py) | [Blog](https://medium.com/@randerson112358/sentiment-analysis-e2e4442bac13) | [YouTube](https://youtu.be/1VHhDSOwJPw)
Simple Linear Regression Ex| LinearRegression.py |  Linear Regression |  [Program](https://github.com/randerson112358/Python/blob/master/LinearRegression.py) | [Blog](https://medium.com/@randerson112358/a-simple-machine-learning-python-program-bf5d156d2cda) | [YouTube](https://youtu.be/z7jEJY8FbA8)
Car Classification |decisionTree.py |  Decision Tree |  [Program](https://github.com/randerson112358/Python/blob/master/DecisionTree/decisionTree.py) | [Blog](https://medium.com/@randerson112358/car-classification-89ad60204acf) | [YouTube](https://youtu.be/U-Jm8ugN0Ps)
Golf Predictions |Golf_Predictions.ipynb |  Decision Tree |  [Program](https://github.com/randerson112358/Python/blob/master/Golf_Predictions.ipynb) | [Blog](https://medium.com/@randerson112358/python-decision-tree-classifier-example-d73bc3aeca6) | [YouTube](https://youtu.be/bT-43kgYI3o)
Predict Boston House Price|Predict_Boston_Housing_Price.ipynb |  Linear Regression |  [Program](https://github.com/randerson112358/Python/blob/master/Predict_Boston_Housing_Price.ipynb) | [Blog](https://medium.com/@randerson112358/predict-boston-house-prices-using-python-linear-regression-90469e0a341) | [YouTube](https://youtu.be/gOXoFDrseis)
Predict Stock Price|stock.ipynb |  Linear Regression & SVR |  [Program](https://github.com/randerson112358/Python/blob/master/stock.ipynb) | [Blog](https://medium.com/@randerson112358/predict-stock-prices-using-python-machine-learning-53aa024da20a) | [YouTube](https://youtu.be/EYnC4ACIt2g)
Classify Iris Species|Logistic_Regression.ipynb |  Logistic Regression |  [Program](https://github.com/randerson112358/Python/blob/master/Logistic_Regression.ipynb) | [Blog](https://medium.com/@randerson112358/python-logistic-regression-program-5e1b32f964db) | [YouTube](https://youtu.be/ACdBKML9l4s)
Predict Median House Price|Neural_Networks.ipynb | Deep Neural Networks |  [Program](https://github.com/randerson112358/Python/blob/master/Neural_Networks/Neural_Networks.ipynb) | [Blog](https://medium.com/@randerson112358/predict-house-median-prices-5f1a768dd256?postPublishedType=repub) | [YouTube](https://youtu.be/vSzou5zRwNQ)
Classify Handwritten Digits|MNIST_ANN.ipynb | Artificial Neural Networks |  [Program](https://github.com/randerson112358/Python/blob/master/MNIST_ANN.ipynb) | [Blog](https://medium.com/@randerson112358/classify-hand-written-digits-5fdbe5d99ee7) | [YouTube](https://youtu.be/kOFUQB7u5Ck)
Cluster NBA Basketball Players|Basketball_Data_Exploration.ipynb | KMeans |  [Program](https://github.com/randerson112358/Python/blob/master/NBA_Basketball_Exploration/Basketball_Data_Exploration.ipynb) | [Blog](https://medium.com/@randerson112358/nba-data-analysis-exploration-9293f311e0e8) | [YouTube](https://youtu.be/2Pmf6Kqak3w)
Predict FB Stock Price|SVM.ipynb | Support Vector Regression (SVR) |  [Program](https://github.com/randerson112358/Python/blob/master/SVM_Stock/SVM.ipynb) | [Blog](https://medium.com/@randerson112358/facebook-stock-prediction-bcfc676bc611) | [YouTube](https://youtu.be/tMPfZV_ipOg)
Breast Cancer Detection|Breast_Cancer_Detection.ipynb | Random Forest Classifier & Gaussian Naive Bayes & Logistic Regression & Decision Tree Classifier & SVC |  [Program](https://github.com/randerson112358/Python/blob/master/breast_cancer_detection/Breast_Cancer_Detection.ipynb) | [Blog](https://medium.com/@randerson112358/breast-cancer-detection-using-machine-learning-38820fe98982) | [YouTube](https://youtu.be/NSSOyhJBmWY)
Face Detection|face_detection.py | Open CV & Adaboost |  [Program](https://github.com/randerson112358/Python/blob/master/face_detection/face_detection.py) | [Blog](https://medium.com/@randerson112358/face-detection-using-python-open-cv-d51e27266f7f) | [YouTube](https://youtu.be/6klXqQMctPk)
Image Classification|cnn.ipynb | CNN |  [Program](https://github.com/randerson112358/Python/blob/master/Classify_Images/cnn.ipynb) | [Blog](https://medium.com/@randerson112358/classify-images-using-convolutional-neural-networks-python-a89cecc8c679) | [YouTube](https://youtu.be/mB7fdy67eFw)
Classify Handwritten Digits CNN|mnist_cnn.ipynb | Convolutional Neural Networks |  [Program](https://github.com/randerson112358/Python/blob/master/mnist_cnn.ipynb) | [Blog](https://medium.com/@randerson112358/classify-hand-written-digits-using-python-and-convolutional-neural-networks-26ccfc06b95c) | [YouTube](https://youtu.be/V4dd2Bt9OHY)
Spam Detection |Email_Spam_Detection.ipynb | Naive Bayes |  [Program](https://github.com/randerson112358/Python/blob/master/Email_Spam_Detection/Email_Spam_Detection.ipynb) | [Blog](https://medium.com/@randerson112358/email-spam-detection-using-python-machine-learning-abe38c889855) | [YouTube](https://youtu.be/cNLPt02RwF0)
Pima-Indians Diabetes |Diabetes.ipynb | Artificial Neural Networks |  [Program](https://github.com/randerson112358/Python/blob/master/Diabetes/Diabetes.ipynb) | [Blog](https://medium.com/@randerson112358/build-your-own-artificial-neural-network-using-python-f37d16be06bf) | [YouTube](https://www.youtube.com/watch?v=S2sZNlr-4_4&list=PLBhJnyA0V0uIP6tScPs01FW5WtSpJdmcv&index=28&t=0s)
Movie Recommendation Engine |Movie_Recommendation.ipynb | Cosine Similarity |  [Program](https://github.com/randerson112358/Python/blob/master/Movie_Recommender/Movie_Recommendation.ipynb) | [Blog](https://medium.com/@randerson112358/build-a-movie-recommendation-engine-using-python-scikit-learn-machine-learning-e68ba297e163) | [YouTube](https://youtu.be/umSM8rFtVMs)
Article Text To Speech |Article_Text_To_Speech.py | NLP |  [Program](https://github.com/randerson112358/Python/blob/master/Article_Text_To_Speech.py) | [Blog](https://medium.com/@randerson112358/build-a-text-to-speech-program-using-python-b70de7105383) | [YouTube](https://youtu.be/uPSIUjo_Fhw)