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Machine Learning Training with Python, Scikit-Learn and Tensorflow

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One piece Work

414 Brannon St

San Francisco, CA

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Join us for a hands-on training on Machine Learning with Python, Scikit-Learn and Tensorflow. The training will be led by Lukas Biewald, founder & Chief Data Scientist of CrowdFlower.

Scikit-Learn is the powerful open source Python Library that is easy to use and has a wide variety of Machine Learning algorithms, with which data scientists can easily create production-ready applications. TensorFlow is a fantastic framework for doing Deep Learning. This isn't just a theoretical lecture - we get really hands-on in a fun, practical way. Come join us as Lukas Biewald, Chief Data Scientist and founder of CrowdFlower, covers some basic Machine Learning techniques, highlights some real world applications and demonstrates how to create these simple yet fantastic models.

PREREQUISITES (PLEASE READ): Familiarity with Python or any programming language is recommended, though not required. Please bring your laptop for this training. Please have Scikit-learn installed. If you have any issues with installation, please bring it earlier and we can try and set it up before the meetup.

Before the meetup, be sure to:

1) Download code from https://github.com/lukas/scikit-class

2) Follow installation instructions for scikit learn and tensorflow shown at https://github.com/lukas/scikit-class

3) Send a message to join the slack support group at lukas.show/slack

Agenda:

6:00 Check in & Setup
6:30-9:00 Hands-On Training

Course Content:

1 - High-level overview of Machine Learning and Applications
2 - Do feature selection on real world (Twitter data)
3 - Run Naive Bayes and SVM on Twitter data
4 - Build a small data pipeline with feature selection and model building
5 - Do a small parameter search
6 - Build a small deep learning model

A special Thank you to our venue and partner, One Piece Work:

In 2016, founders of OnePiece Work have successfully launched the new workspace with the intention to empower future innovators to be more successful by working with other like-minded people. We have redesigned the role as your workspace: we are your cheerleader, your secretary, your salesman, and a good listener. However, this is not yet the most important role we want to play. The ultimate goal for us is to become the storytellers and innovators who tell the story of this great community.

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One piece Work

414 Brannon St

San Francisco, CA

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