diff --git a/README.md b/README.md
index 4584ada..8941a2d 100644
--- a/README.md
+++ b/README.md
@@ -51,8 +51,6 @@ Please, feel free to make any contributions you feel will make it better.
 - [Becoming an Open Source Contributor](#becoming-an-open-source-contributor)
 - [Podcasts](#podcasts)
 - [Communities](#communities)
-- [Interview Questions](#interview-questions)
-- [My admired companies](#my-admired-companies)
 
 ---
 
@@ -307,18 +305,5 @@ Each day I take one subject from the list below, read it cover to cover, take no
 
 - [KDnuggets](http://www.kdnuggets.com/)
 
-##Interview Questions
-- [ ] [How To Prepare For A Machine Learning Interview](http://blog.udacity.com/2016/05/prepare-machine-learning-interview.html)
-- [ ] [40 Interview Questions asked at Startups in Machine Learning / Data Science](https://www.analyticsvidhya.com/blog/2016/09/40-interview-questions-asked-at-startups-in-machine-learning-data-science)
-- [ ] [21 Must-Know Data Science Interview Questions and Answers](http://www.kdnuggets.com/2016/02/21-data-science-interview-questions-answers.html)
-- [ ] [Top 50 Machine learning Interview questions & Answers](http://career.guru99.com/top-50-interview-questions-on-machine-learning/)
-- [ ] [Machine Learning Engineer interview questions](https://resources.workable.com/machine-learning-engineer-interview-questions)
-- [ ] [Popular Machine Learning Interview Questions](http://www.learn4master.com/machine-learning/popular-machine-learning-interview-questions)
-- [ ] [What are some common Machine Learning interview questions?](https://www.quora.com/What-are-some-common-Machine-Learning-interview-questions)
-- [ ] [What are the best interview questions to evaluate a machine learning researcher?](https://www.quora.com/What-are-the-best-interview-questions-to-evaluate-a-machine-learning-researcher)
-- [ ] [Collection of Machine Learning Interview Questions](http://analyticscosm.com/machine-learning-interview-questions-for-data-scientist-interview/)
 
 
-
-## My admired companies
-- [ ] [ELSA - Your virtual pronunciation coach](https://www.elsanow.io/home)