Dan Becker is a Information scientist with experience in deep learning and is the Technical Product Director at DataRobot. Antonio wrote the primary half of the ebook (Chapters 1-4) and I wrote the second half (Chapters 5-8) however we reviewed every others work as well earlier than it went out for evaluation by others.
The course offers an intensive introduction to chopping-edge analysis in deep learning utilized to NLP.
An introduction to Deep Studying tools utilizing Caffe and DIGITS where you get to create your personal Deep Learning Mannequin.
By way of lectures (be aware: Winter 2017 movies now posted) and programming assignments students will be taught the mandatory engineering tricks for making neural networks work on practical issues.
Be taught linear regression from scratch and construct your personal working program in Python for information analysis.