Update README.md

Author: Kyubyong

README.md

@@ -1,6 +1,20 @@
-# tensorflow-exercises
-Tensorflow Exercises for Beginners
+# TensorFlow Exercises
 
-Tensorflow is the most popular deep learning libraray as of now (2016).
+TensorFlow is the most popular deep learning library as of now (2016).
 
-This is designed to help those who want to familiarize themselves with tensorflow functions. To my knowledge, Tensorflow exercises are hard to find. I hope you enjoy. 
+This is designed to help those who want to familiarize themselves with TensorFlow functions. Particulary I took a strategy that I compare TensorFlow functions with the equivalents in NumPy, the de facto standard numerical computation library. I believe this is a way to help you be comfortable with TensorFlow quickly.
+
+The basic outline will be as follows, though this is not 100% fixed.
+
+* Constants, Sequences, and Random Values (DONE)
+* Variables (WIP)
+* Tensor Transformations (DONE)
+* Math Part 1 (DONE)
+* Math Part 2 (DONE)
+* Math Part 3 (Soon)
+* Strings (WIP)
+* Control Flow (DONE)
+* Images (WIP)
+* Sparse Tensors (WIP)
+
+To my knowledge, TensorFlow exercises are hard to find. Enjoy!