Code for some of my articles
# Tutorials

This repository contains the code for all my articles and videos.

| Name         | Article | Video | Code |
|:---------------:|:--------:|:----------:|:------:|
| Generating text using a Recurrent Neural Network | [Link](https://gilberttanner.com/blog/generating-text-using-a-recurrent-neuralnetwork) | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/Keras-Tutorials/4.%20LSTM%20Text%20Generation/Keras%20LSTM%20Text%20Generation.ipynb) |
| Building a book Recommendation System using Keras | [Link](https://gilberttanner.com/blog/building-a-book-recommendation-system-usingkeras) | [Link](https://youtu.be/4vwNkHFuZBk) | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/Recommendation%20System/Recommendation%20System.ipynb) |
| Introduction to Web Scraping with BeautifulSoup | - | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Introduction%20to%20Web%20Scraping%20with%20BeautifulSoup) |
| Scraping Reddit data | [Link](https://gilberttanner.com/blog/scraping-redditdata) | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Reddit%20Webscraping%20using%20PRAW) |
| Introduction to Deep Learning with Keras | [Link](https://gilberttanner.com/blog/introduction-to-deep-learning-withkeras) | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/Introduction%20to%20Deep%20Learning%20with%C2%A0Keras/Introduction%20to%20Deep%20Learning%20with%20Keras.ipynb) |
| Introduction to Data Visualization in Python | [Link](https://gilberttanner.com/blog/introduction-to-data-visualization-inpython) | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Introduction%20to%20Data%20Visualization%20in%C2%A0Python) |
| Live Object Detection with the Tensorflow Object Detection API | - | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/Tensorflow%20Object%20Detection/detect_object_in_webcam_video.ipynb) |
| FastAI Image Classification | - | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/FastAI/Animal%20detector%20from%20Google%20images.ipynb) |
| FastAI Multi-label image classification | - | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/FastAI/%20Multi-label%20prediction%20with%20Planet%20Amazon%20dataset.ipynb) |
| Introduction to Uber’s Ludwig | - | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Uber%20Ludwig%20Introduction) |
| Productionizing your Machine Learning model | - | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Deploying%20your%20ML%20Model) |
| Creating a discord sentiment analysis bot using VADER | - | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Discord%20Sentiment%20Analysis%20Bot) |
| FastAI Image Segmentation | - | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/FastAI/Image%20segmentation%20on%20CamVid%20dataset.ipynb) |
| Collaborative filtering with FastAI | - | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/FastAI/Book%20Recommendation%20System.ipynb) |
| FastAI Sentiment Analysis | - | - | [Link](https://github.com/TannerGilbert/Tutorials/blob/master/FastAI/Twitter%20US%20Airline%20Sentiment.ipynb) |
| Uber Ludwig Applications | - | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Uber%20Ludwig%20Examples) |
| Introduction to Ensemble Learning | - | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/A%20guide%20to%20Ensemble%C2%A0Learning) |
| Introduction to Machine Learning in C# with ML.NET | [Link](https://gilberttanner.com/blog/introduction-to-machine-learning-in-c-with-ml-net) | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Introduction%20to%20Machine%20Learning%20in%20C%23%20with%20ML.NET/CreditCardFraudDetection) |
| Turn your data science scripts into websites with Streamlit | [Link](https://gilberttanner.com/blog/turn-your-data-science-script-into-websites-with-streamlit) | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Streamlit) |
| Deploying your Streamlit dashboard with Heroku | [Link](https://gilberttanner.com/blog/deploying-your-streamlit-dashboard-with-heroku) | - | [Link](https://github.com/TannerGilbert/Tutorials/tree/master/Streamlit/Deploy-Application-with-Heroku) |

## Author
 **Gilbert Tanner**
 
## Support me

<a href="https://www.buymeacoffee.com/gilberttanner" target="_blank"><img src="https://www.buymeacoffee.com/assets/img/custom_images/orange_img.png" alt="Buy Me A Coffee" style="height: 41px !important;width: 174px !important;box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;-webkit-box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;" ></a>

## License

This project is licensed under the MIT License - see the [LICENSE.md](LICENSE) file for details
