際際滷

際際滷Share a Scribd company logo

Machine Learning with Python - Big Things are Happening Here Meetup

Download as PPTX, PDF
Y
Yuval Mazor

This document summarizes a presentation about machine learning given by Yuval Mazor. It defines machine learning as a field that constructs systems that can learn from data rather than follow explicit instructions. It discusses the main types of machine learning problems like classification, clustering, and regression. It also notes that the agenda includes a demonstration of clustering bank customers as an example of machine learning.

1 of 9
Download to read offline
息 Copyright SELA software & Education Labs Ltd. | 14-18 Baruch Hirsch St Bnei Brak, 51202 Israel | www.selagroup.com Yuval Mazor Machine Learning with Python Big Things are Happening Here Meetup, April 2015
About Me Yuval Mazor, Senior Architect @ Sela Group, Israel yuvalm@sela.co.il @yuvmaz http://blogs.microsoft.co.il/blogs/yuvmaz/
Agenda What is Machine Learning? Types of Machine Learning Problems Demo!
What is Machine Learning? Subfield of computer science and statistics that deals with the construction ... of systems that can learn from data rather than follow only explicitly programmed instructions Wikipedia
Machine Learning is not: A specific tool or technique A silver-bullet for all your data needs Trivial or even easy Magic!
Types of Machine Learning Problems Classification what is the category of observation X? Clustering which observations belong together? Which do not? Regression what is the relation between variables? For a given value of variable y, what will be the value of x? Others: Recommender Systems Basket Analysis
Demo Clustering Bank Customers
Summary Machine Learning is a set of algorithms and tools for designing models to answer business questions Make decisions based on the application of models to inputs Learn, revise and apply!
Questions

More Related Content

Machine Learning with Python - Big Things are Happening Here Meetup

  • 1. 息 Copyright SELA software & Education Labs Ltd. | 14-18 Baruch Hirsch St Bnei Brak, 51202 Israel | www.selagroup.com Yuval Mazor Machine Learning with Python Big Things are Happening Here Meetup, April 2015
  • 2. About Me Yuval Mazor, Senior Architect @ Sela Group, Israel yuvalm@sela.co.il @yuvmaz http://blogs.microsoft.co.il/blogs/yuvmaz/
  • 3. Agenda What is Machine Learning? Types of Machine Learning Problems Demo!
  • 4. What is Machine Learning? Subfield of computer science and statistics that deals with the construction ... of systems that can learn from data rather than follow only explicitly programmed instructions Wikipedia
  • 5. Machine Learning is not: A specific tool or technique A silver-bullet for all your data needs Trivial or even easy Magic!
  • 6. Types of Machine Learning Problems Classification what is the category of observation X? Clustering which observations belong together? Which do not? Regression what is the relation between variables? For a given value of variable y, what will be the value of x? Others: Recommender Systems Basket Analysis
  • 8. Summary Machine Learning is a set of algorithms and tools for designing models to answer business questions Make decisions based on the application of models to inputs Learn, revise and apply!