update readme with course links

Author: lazyprogrammer

README.md

@@ -5,4 +5,53 @@ A collection of machine learning examples and tutorials.
 
 Find associated tutorials at https://lazyprogrammer.me
 
-Find associated courses at https://deeplearningcourses.com
+Find associated courses at https://deeplearningcourses.com
+
+
+Direct Course Links
+===================
+
+Deep Learning Prerequisites: The Numpy Stack in Python
+https://deeplearningcourses.com/c/deep-learning-prerequisites-the-numpy-stack-in-python
+
+Deep Learning Prerequisites: Linear Regression in Python
+https://deeplearningcourses.com/c/data-science-linear-regression-in-python
+
+Deep Learning Prerequisites: Logistic Regression in Python
+https://deeplearningcourses.com/c/data-science-logistic-regression-in-python
+
+Deep Learning in Python
+https://deeplearningcourses.com/c/data-science-deep-learning-in-python
+
+Cluster Analysis and Unsupervised Machine Learning in Python
+https://deeplearningcourses.com/c/cluster-analysis-unsupervised-machine-learning-python
+
+Data Science: Supervised Machine Learning in Python
+https://deeplearningcourses.com/c/data-science-supervised-machine-learning-in-python
+
+Bayesian Machine Learning in Python: A/B Testing
+https://deeplearningcourses.com/c/bayesian-machine-learning-in-python-ab-testing
+
+Easy Natural Language Processing in Python
+https://deeplearningcourses.com/c/data-science-natural-language-processing-in-python
+
+Practical Deep Learning in Theano and TensorFlow
+https://deeplearningcourses.com/c/data-science-deep-learning-in-theano-tensorflow
+
+Ensemble Machine Learning in Python: Random Forest and AdaBoost
+https://deeplearningcourses.com/c/machine-learning-in-python-random-forest-adaboost
+
+Deep Learning: Convolutional Neural Networks in Python
+https://deeplearningcourses.com/c/deep-learning-convolutional-neural-networks-theano-tensorflow
+
+Unsupervised Deep Learning in Python
+https://deeplearningcourses.com/c/unsupervised-deep-learning-in-python
+
+Unsupervised Machine Learning: Hidden Markov Models in Python
+https://deeplearningcourses.com/c/unsupervised-machine-learning-hidden-markov-models-in-python
+
+Deep Learning: Recurrent Neural Networks in Python
+https://deeplearningcourses.com/c/deep-learning-recurrent-neural-networks-in-python
+
+Advanced Natural Language Processing: Deep Learning in Python
+https://deeplearningcourses.com/c/natural-language-processing-with-deep-learning-in-python