Boosting

Will start with the following intuitive example - https://drive.google.com/open?id=1EbTYdA45dikgqtY6g3KONo2rb41QbC2u on boosting.  

In today's meting I'll discuss  adaboost using 10.2 in "understanding"

Tomorrow we'll cover how to overcome noise using bagging.   https://drive.google.com/drive/folders/0BzUXUMab8u_ZLTB6NnpiRUJZNUU

My new ML study group site can be found here http://www.research.ibm.com/haifa/dept/vst/ML-studygroup.shtml
Enjoy!

 

The following set of resources are aimed at motivating high school kids.   Only one link is in Hebrew.  

Self driving car concept.   No driver.

https://m.youtube.com/watch?v=aaOB-ErYq6Y

Prof. Shai Shalev-Shwartz demo on the road to Jerusalem 

https://m.youtube.com/watch?v=cYTVXfIH0MU

10 ml products demo, funny robot,  2.26 self driving car, 5.29 robots trained by example, 6.40 go

https://m.youtube.com/watch?v=dcZvhP-IqY4

Balancing balls demo

https://m.youtube.com/watch?v=fq0JBaiCYNA

3d simulation of neural network 

https://m.youtube.com/watch?v=3JQ3hYko51Y#fauxfullscreen

Better intersection handling 

https://m.youtube.com/watch?v=4pbAI40dK0A

זיהוי דימנציה דוגמה למסוג בינארי  

https://m.youtube.com/watch?v=9SvcktFFUR4

How a simple neural network recognize digits with a lot of animation 

https://m.youtube.com/watch?v=aircAruvnKk

Learning to walk

https://m.youtube.com/watch?v=gn4nRCC9TwQ

Introduction slides

https://courses.edx.org/asset-v1:ColumbiaX+CSMM.101x+1T2017+type@asset+block@AI_edx_ml_5.1intro.pdf

Conjugate prior

A recording of the conjugate prior presentation.  

We'll continue our journey into Bayesian thinking, introducing the concept of conjugates