Resources updates (#80)

* rename file

* updates

* Update basics.md

remove extra '/' in URLs

Author: mairaw

docs/machine-learning/index.md

@@ -19,7 +19,7 @@ For more information about ML.NET, visit our [What is ML.NET]() page.
 
 To get started with ML.NET, check out the [Iris Petal Prediction quickstart]() or the more in-depth [tutorials](tutorials/index.md).
 
-If you are new to machine learning, you can also review the [Machine Learning Basics](resources/machine-learning-basics.md), where you'll find machine learning resources to assist you.
+If you are new to machine learning, you can also review the [Machine Learning Basics](resources/basics.md), where you'll find machine learning resources to assist you.
 
 ## How the ML.NET guide is organized
 

docs/machine-learning/resources/machine-learning-basics.md renamed to docs/machine-learning/resources/basics.md

@@ -1,19 +1,13 @@
 ---
-title: Machine Learning Basics
+title: Machine learning basics
 description: A primer of machine learning concepts.
-author: jralexander
-ms.author: johalex
-ms.date: 05/072018
-ms.topic: conceptual
-ms.prod: dotnet-ml
-ms.devlang: dotnet
-manager: wpickett
+ms.date: 05/07/2018
 ---
-# Machine Learning Basics
+# Machine learning basics
 
 This article presents some basic resources to give a quick introduction to machine learning.
 
-## What is Machine Learning?
+## What is machine learning?
 
 Machine learning is a data science technique that allows computers to use existing data to forecast future behaviors, outcomes, and trends. Using machine learning, computers learn without being explicitly programmed.
 
@@ -23,14 +17,12 @@ Forecasts or predictions from machine learning can make apps and devices smarter
 
 Get a quick introduction to data science from *Data Science for Beginners* in five short videos from a top data scientist. These videos are basic but useful, whether you're interested in doing data science or you work with data scientists.
 
-* Video 1: [The 5 questions data science answers](azure/machine-learning/studio/data-science-for-beginners-the-5-questions-data-science-answers) *(5 min 14 sec)*.
+* Video 1: [The 5 questions data science answers](https://docs.microsoft.com/azure/machine-learning/studio/data-science-for-beginners-the-5-questions-data-science-answers) *(5 min 14 sec)*.
 
-* Video 2: [Is your data ready for data science?](azure/machine-learning/studio/data-science-for-beginners-is-your-data-ready-for-data-science) *(4 min 56 sec)*
+* Video 2: [Is your data ready for data science?](https://docs.microsoft.com/azure/machine-learning/studio/data-science-for-beginners-is-your-data-ready-for-data-science) *(4 min 56 sec)*
 
-* Video 3: [Ask a question you can answer with data](azure/machine-learning/studio/data-science-for-beginners-ask-a-question-you-can-answer-with-data) *(4 min 17 sec)*
-
-* Video 4: [Predict an answer with a simple model](azure/machine-learning/studio/data-science-for-beginners-predict-an-answer-with-a-simple-model) *(7 min 42 sec)*
-
-* Video 5: [Copy other people's work to do data science](azure/machine-learning/studio/data-science-for-beginners-copy-other-peoples-work-to-do-data-science) *(3 min 18 sec)*
+* Video 3: [Ask a question you can answer with data](https://docs.microsoft.com/azure/machine-learning/studio/data-science-for-beginners-ask-a-question-you-can-answer-with-data) *(4 min 17 sec)*
 
+* Video 4: [Predict an answer with a simple model](https://docs.microsoft.com/azure/machine-learning/studio/data-science-for-beginners-predict-an-answer-with-a-simple-model) *(7 min 42 sec)*
 
+* Video 5: [Copy other people's work to do data science](https://docs.microsoft.com/azure/machine-learning/studio/data-science-for-beginners-copy-other-peoples-work-to-do-data-science) *(3 min 18 sec)*

docs/machine-learning/resources/index.md

@@ -1,17 +1,11 @@
 ---
 title: ML.NET resources
 description: Explore these ML.NET resources to assist with custom AI solutions creation and integration into your .NET applications.
-author: jralexander
-ms.author: johalex
 ms.date: 05/07/2018
-ms.topic: conceptual
-ms.prod: dotnet-ml
-ms.devlang: dotnet
-manager: wpickett
 ---
-# ML.NET Tutorials
+# ML.NET resources
 
 The following  [ML.NET](../index.md) resources may be helpful to build custom AI solutions and integrate them into your .NET applications.
 
-* [Machine Learning Glossary](glossary.md): a list of important machine learning terms.
-* [Machine Learning Basics](machine-learning-basics.md): learning resources to get started with machine learning concepts
+* [Machine learning glossary](glossary.md): a list of important machine learning terms.
+* [Machine learning basics](basics.md): learning resources to get started with machine learning concepts.

docs/toc.md

@@ -1116,6 +1116,8 @@
 ### [Taxi Time Predictor (Regression)](machine-learning/tutorials/regression.md)
 ## [Resources](machine-learning/resources/index.md)
 ### [Machine Learning Glossary](machine-learning/resources/glossary.md)
+### [Machine Learning Basics](machine-learning/resources/basics.md)
+
 <!-- End ML.NET Content -->
 
 # [Samples and Tutorials](samples-and-tutorials/index.md)