├── .config └── dotnet-tools.json ├── .github └── workflows │ └── run_notebooks.yml ├── .gitignore ├── .tools └── run_all_notebooks.ps1 ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── SECURITY.md ├── csharp-101 ├── 01-Hello World.ipynb ├── 02-The Basics of Strings.ipynb ├── 03-Searching Strings.ipynb ├── 04-Numbers and Integer Math.ipynb ├── 05-Numbers and Integer Precision.ipynb ├── 06-Numbers and Decimals.ipynb ├── 07-Branches (if).ipynb ├── 08-What Are Loops.ipynb ├── 09-Combining Branches and Loops.ipynb ├── 10-Arrays, Lists, and Collections.ipynb ├── 11- Search, Sort, and Index Lists.ipynb ├── 12-Lists of Other Types.ipynb ├── 13-Objects and Classes.ipynb ├── 14-Methods and Members.ipynb ├── 15-Methods and Exceptions.ipynb └── shorturl_bulk.csv ├── csharp-scenarios ├── 01-Alien-Translator.ipynb └── images │ ├── alien-ship.png │ └── split-method.png ├── global.json ├── machine-learning ├── 01-Intro to Machine Learning.ipynb ├── 02-Data Preparation and Feature Engineering.ipynb ├── 03-Training and AutoML.ipynb ├── 04-Model Evaluation.ipynb ├── 05 - AutoML Sweepable API.ipynb ├── 06-AutoML HPO and tuner.ipynb ├── E2E-Classification with Iris Dataset.ipynb ├── E2E-Forecasting using Autoregressive with Luna Dataset.ipynb ├── E2E-Forecasting using SSA with Luna Dataset.ipynb ├── E2E-Regression with Taxi Dataset.ipynb ├── E2E-Text-Classification-API-with-Yelp-Dataset.ipynb ├── Parameter and SearchSpace.ipynb ├── REF-Data Processing with DataFrame.ipynb ├── REF-Graphs and Visualizations.ipynb ├── REF-Kaggle with Titanic Dataset.ipynb ├── data │ ├── Luna.csv │ ├── europe_hockey.csv │ ├── iris-test.tsv │ ├── iris-train.tsv │ ├── playerSalary.json │ ├── taxi-fare.csv │ ├── titanic-submission.csv │ ├── titanic-test.csv │ ├── titanic-train.csv │ ├── titanic.csv │ ├── usa_hockey.csv │ └── yelp_labelled.txt └── shorturl_bulk.csv └── notebook-getting-started ├── 01-What are Notebooks.ipynb ├── 02-Code Cells.ipynb ├── 03-Markdown Cells.ipynb └── images ├── done timer.png 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