Live Coding with ScikitMachine Learning & Deep Learning

CommunityManish Shivanandhan,Data Analyst, Adappt. Ltd(UK)http://linkedin.com/in/manishshivanandhan

Machine Learning & Deep Learning

Community - MLDLChttps://medium.com/machine-learning-deep-learning-community

Started one month ago - 250+ members

International audience

Biweekly events & Expert Presenters

Who am I?

3 Years - Independent ConsultantTestreach.com,Kettle.io,Estimote.com

2 Years - Adappt Ltd., UKWHO,Curation,Governments

Engineering DropoutB.E, Computer Science & Engineering

Agenda

●Classification Problem with Scikit

●Regression Problem with Scikit

●Quick Intro to Machine Learning

Machine LearningX 0 1 2 3 4 5

Y 0 1 4 9 16 25

F(x) = Y = X**2

● Classification, Regression● Supervised, Unsupervised,

Reinforcement

Built on Numpy, Scipy, Matplotlib

Open Source & Commercially usable

Most popular Machine Learning Framework

Scikithttp://scikit-learn.org

Technique of using algorithms to predict future values

Supervised Regression

Continuous set of outputsEg. Stock prices, Housing prices, Volume predictions

Regression

Technique of using algorithms to classify/group inputs

Supervised & Unsupervised classifications

Discrete set of outputsEg. Binary, A-Z,Spam/Not spam

Classification

https://github.com/MLDLC/Live-coding-with-scikit

Source Code

Kagglehttp://kaggle.com

Udacityhttps://www.udacity.com/course/intro-to-machine-learning--ud120

Resources

Courserahttps://www.coursera.org/learn/machine-learning

Nervana - $400Mhttp://www.recode.net/2016/8/9/12413600/intel-buys-nervana--350-million

Deep Mind - $500Mhttps://techcrunch.com/2014/01/26/google-deepmind/

In the news...

Turi - $200Mhttp://www.informationweek.com/big-data/big-data-analytics/apple-acquires-machine-learning-startup-turi-for-$200-million/d/d-id/1326528

Cheers!