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README.md

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@@ -49,23 +49,22 @@ Download or clone this repo and open the `machine-learning` folder in Visual Stu
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1 | Intro to Machine Learning | [01 Notebook](https://ntbk.io/ml-01-intro)
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2 | Data Prep and Feature Engineering | [02 Notebook](https://ntbk.io/ml-02-data)
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3 | Training and AutoML | [03 Notebook](https://ntbk.io/ml-03-training)
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4 | Model Evaluation | [04 Notebook](https://ntbk.io/ml-04-evaluation)
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4 | Model Evaluation | [04 Notebook](https://ntbk.io/ml-04-evaluation)
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### Reference Notebooks
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| # | Topic | Notebook Link |
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|---|--------------------------------------------|-----------------------|
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REF | Data Processing with DataFrame |[Data Frame](https://ntbk.io/ml-ref-data-frame)
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REF | Graphs and Visualizations |[Visualizations](https://ntbk.io/ml-ref-visualizations)
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REF | Kaggle Competitions (Titanic Dataset) |[Kaggle](https://ntbk.io/ml-ref-kaggle-titanic)
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### End to End (E2E) Notebooks - for examples of the entire ML process.
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### End to End (E2E) Notebooks - examples of the entire ML process.
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| # | Topic | Notebook Link |
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|---|--------------------------------------------|-----------------------|
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E2E | Classification using AutoML (Iris Dataset) | [Iris E2E AutoML](https://ntbk.io/ml-e2e-iris)
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E2E | Forecasting using Regression (Luna Dataset)| [Lune E2E Regression](https://ntbk.io/ml-e2e-luna-regression)
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E2E | Forecasting using SSA (Luna Dataset) | [Lune E2E SSA](https://ntbk.io/ml-e2e-luna-ssa)
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E2E | Forecasting using Regression (Luna Dataset)| [Luna E2E Regression](https://ntbk.io/ml-e2e-luna-regression)
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E2E | Forecasting using SSA (Luna Dataset) | [Luna E2E SSA](https://ntbk.io/ml-e2e-luna-ssa)
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E2E | Regression using AutoML (Taxi Dataset) | [Taxi E2E AutoML](https://ntbk.io/ml-e2e-taxi)
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### Reference Notebooks
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| # | Topic | Notebook Link |
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|---|--------------------------------------------|-----------------------|
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REF | Data Processing with DataFrame |[Data Frame](https://ntbk.io/ml-ref-data-frame)
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REF | Graphs and Visualizations |[Visualizations](https://ntbk.io/ml-ref-visualizations)
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REF | Kaggle Competitions (Titanic Dataset) |[Kaggle](https://ntbk.io/ml-ref-kaggle-titanic)
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## .NET Foundation
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