NLP edits

NLP/README.md

@@ -8,9 +8,10 @@ In this section of the curriculum, you will be introduced to one of the most wid
 ## Lessons
 
 1. [Introduction to Natural Language Processing](1-Introduction-to-NLP/README.md)
-2. [Common NLP Tasks](2-NLP-Tasks/README.md)
-3. [Translation with NLP](3-Translationn/README.md)
+2. [Common NLP Tasks](2-Tasks/README.md)
+3. [Translation with NLP](3-Translations/README.md)
 4. TBD
+5. TBD
 
 
 ## Credits 

README.md

@@ -16,7 +16,7 @@ Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson cur
 
 Travel with us around the world as we apply these classic techniques to data from many areas of the world. Each lesson includes pre- and post-lesson quizzes, written instructions to complete the lesson, a solution, an assignment and more. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'.
 
-**Hearty thanks to our authors (list all authors here)**
+**Hearty thanks to our authors (list all authors here)** Jen Looper, Stephen Howell, Francesca Lazzeri
 
  **🙏Special thanks🙏 to our Microsoft Student Ambassador reviewers and content contributors**, notably Rishit Dagli, Rohan Raj, Muhammad Sakib Khan Inan, Alexandru Petrescu, Abhishek Jaiswal, Nawrin Tabassum, Ioan Samuila, and Snigdha Agarwal
 
@@ -78,10 +78,10 @@ By ensuring that the content aligns with projects, the process is made more enga
 |      12       |                 Delicious Asian Recipes 🍜                  |    [Classification](Classification/README.md)     | Build a Web App using your Model                                                                          |    [lesson](Classification/4-Applied/README.md)     |  Cassie   |
 |      13       |                 Introduction to Clustering                 |        [Clustering](Clustering/README.md)         | Clean, Prep, and Visualize your Data; Introduction to Clustering                                          |     [lesson](Clustering/1-Visualize/README.md)      |    Jen    |
 |      14       |            Exploring Nigerian Musical Tastes 🎧             |        [Clustering](Clustering/README.md)         | Explore the K-Means Clustering Method                                                                     |      [lesson](Clustering/2-K-Means/README.md)       |    Jen    |
-|      15       |            Exploring Nigerian Musical Tastes 🎧             |        [Clustering](Clustering/README.md)         | Explore Centroid models for Clustering                                                                    |      [lesson](Clustering/3-Centroid/README.md)      |    Jen    |
-|      16       |        Introduction to Natural Language Processing         |   [Natural Language Processing](NLP/README.md)    | Learn the basics about NLP by building a simple bot                                                       |    [lesson](NLP/1-Introduction-to-NLP/README.md)    |  Stephen  |
-|      17       |                      Common NLP Tasks                      |   [Natural Language Processing](NLP/README.md)    | Deepen your NLP knowledge by understanding  common tasks required when dealing with language structures   |         [lesson](NLP/2-NLP-Tasks/README.md)         |  Stephen  |
-|      18       |                Romantic Hotels of Europe ♥️                 |   [Natural Language Processing](NLP/README.md)    | Sentiment analysis with hotel reviews                                                                     |                     [lesson]()                      |  Stephen  |
+|      15       |        Introduction to Natural Language Processing         |   [Natural Language Processing](NLP/README.md)    | Learn the basics about NLP by building a simple bot                                                       |    [lesson](NLP/1-Introduction-to-NLP/README.md)    |  Stephen  |
+|      16       |                      Common NLP Tasks                      |   [Natural Language Processing](NLP/README.md)    | Deepen your NLP knowledge by understanding common tasks required when dealing with language structures    |         [lesson](NLP/2-Tasks/README.md)         |  Stephen  |
+|      17       |                Romantic Hotels of Europe ♥️                 |   [Natural Language Processing](NLP/README.md)    | Translation and Sentiment analysis with Jane Austen                                                       |      [lesson](NLP/3-Translation/README.md)      |  Stephen  |
+|      18       |                Romantic Hotels of Europe ♥️                 |   [Natural Language Processing](NLP/README.md)    | Sentiment analysis, continued                                                                             |                     [lesson]()                      |  Stephen  |
 |      19       |                Romantic Hotels of Europe ♥️                 |   [Natural Language Processing](NLP/README.md)    | Sentiment analysis, continued                                                                             |                     [lesson]()                      |  Stephen  |
 |      20       |          Introduction to Time Series Forecasting           |        [Time Series](TimeSeries/README.md)        | Introduction to Time Series Forecasting                                                                   |    [lesson](TimeSeries/1-Introduction/README.md)    | Francesca |
 |      21       | ⚡️ World Power Usage ⚡️ Time Series Forecasting with ARIMA ⚡️ |        [Time Series](TimeSeries/README.md)        | Time Series Forecasting with ARIMA                                                                        |       [lesson](TimeSeries/2-ARIMA/README.md)        | Francesca |