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 # The Ultimate FREE Machine Learning Study Plan
 
-A complete study plan to become a Machine Learning Engineer with links to all FREE resources. If you finish the list you will be equipped with enough theoretical and practical experience for the job. 
+A complete study plan to become a Machine Learning Engineer with links to all FREE resources. If you finish the list you will be equipped with enough theoretical and practical experience to get started in the industry! I tried to limit the resources to a minimum, but some courses are extensive.
 
 #### IMPORTANT: 
-- This list is not sponsored by any of the mentioned links!
-- This list takes a lot of time and effort to finish if you want to do it properly! 
+- This list is not sponsored by any of the mentioned links! I did a lot of the courses myself and can highly recommend them!
+- This list takes a lot of time and effort to finish if you want to do it properly! The list does not look that long, but don't underestimate it.
 
 #### How to use the Plan:
-- For theory lectures: Follow along, take notes, and repeat the notes afterwards
+- For theory lectures: Follow along, take notes, and repeat the notes afterwards.
 - For practical lectures/courses: Follow along, take notes. If they provide exercises, do them!!! Do not just google the answer, but try to solve it yourself first!
 - For coding tutorials: Code along, and after the video try to code it on your own again.
+- Step 3 is critical! Your theoretical knowledge is worthless if you don't know how to apply it to real world problems! Do as many personal projects and competitions as you can!
 
 ## The Plan