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Beginner's Hands-on Python for Machine Learning

Submitted by Vinita Silaparasetty (@vinita-silaparasetty) on Thursday, 26 April 2018

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Technical level

Beginner

Section

Workshop

Status

Submitted

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Total votes:  +5

Abstract

A Hands-on course for beginners in Python for Machine Learning. It covers the basic commands in Python as well as important Python libraries for Machine Learning such as Numpy, Scipy, Matplotlib, Pandas & Scikit-learn.

Jupyter Notebook is used for this session and plenty of examples are provided for the atendees to type in their own notebooks and experiment with.

Outline

https://www.slideshare.net/VinitaMohan1/beginners-handson-python-for-machine-learning

Requirements

Laptop
Install Python (2 or 3)
Install Numpy
Install Scipy
Install Matplotlib
Install Pandas
Install Scikit-Learn
Install Jupyter Notebook (a.k.a Ipython Notebook)

Speaker bio

Vinita Silaparasetty is currently exploring the field of Artificial Intelligence, particularly in Machine Learning & Deep Learning.

She is a member of IEEE.

She learns and shares her knowledge of Machine Learning & Deep Learning on Kaggle Forums & Quora.

She is the co-organizer of the “Bangalore Artificial Intelligence Meetup”.

Awarded the Best Paper for the paper titled “Python vs R for Machine Learning.”

Links

Slides

https://www.slideshare.net/VinitaMohan1/beginners-handson-python-for-machine-learning

Preview video

https://youtu.be/KkDQhga2R2M

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