update

Author: sarwansingh

README.md

@@ -1,20 +1,32 @@
- # Python for Data Science and Machine Learning 
-
-> Objective : 
-
-The main objective of these contents is to make students learn the basic working of Python Language along with its usage in Data Sciences. Students will have hands-on with various packages available in Python used for Machine Learning like Numpy, Pandas, Matplotlib, Scikit-learn, NLTK, Tkinter, etc.  
-
-> Outcome : 
-
-The reader's will learn to analyse the huge data collected on Cloud/Internet using various package available in python. Further the model building using various machine learning algorithms, will enhance the knowledge of budding Data Scientists.   
-
-> Class Example : 
-
-The examples undertaken/coded while demos in class are [available here](./ClassExamples/). 
-- 6 weeks summer training programs  [ST395](./ClassExamples/ST395) ,[ST401](./ClassExamples/ST401) 
-- 6 Months Industrial Training Programmes [PJ121](./ClassExamples/PJ121) 
-
-
-> Contents/Slides:       [Topicwise Slides](./Slides)
-
-
+ # Python for Data Science and Machine Learning 
+
+> Objective : 
+
+The main objective of these contents is to make students learn the basic working of Python Language along with its usage in Data Sciences. Students will have hands-on with various packages available in Python used for Machine Learning like Numpy, Pandas, Matplotlib, Scikit-learn, NLTK, Tkinter, etc.  
+
+> Outcome : 
+
+The reader's will learn to analyse the huge data collected on Cloud/Internet using various package available in python. Further the model building using various machine learning algorithms, will enhance the knowledge of budding Data Scientists.   
+
+> Class Example : 
+
+The examples undertaken/coded while demos in class are [available here](./ClassExamples/). 
+- 6 weeks summer training programs  [ST395](./ClassExamples/ST395) ,[ST401](./ClassExamples/ST401) 
+- 6 Months Industrial Training Programmes [PJ121](./ClassExamples/PJ121) 
+
+
+> Contents/Slides:       [Topicwise Slides](./Slides)
+
+> Dataset used in examples :       [Dataset](./ClassExamples/data)
+
+> Additional Resources/books :       [Dataset](./pdfs)
+
+> Weblinks : 
+- [Python Numpy Tutorial](https://cs231n.github.io/python-numpy-tutorial/)
+- [Dive into Deep Learning] (http://d2l.ai/chapter_introduction/index.html)
+- [Deep Learning-MIT Press] (http://www.deeplearningbook.org/)
+
+
+
+
+