machine learning with scikit
TRANSCRIPT
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!