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Zero to Deep Learning - 1 Week is unfortunately unavailable

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Handmade Ravioli

CocuSocial Cooking Classes @ 1500 Sutter St, San Francisco, CA

Transport yourself to Italy as you learn the art of hand-rolling fresh pasta and creating deliciously stuffed ravioli. No fancy machines are needed - just your hands and a passion for homemade goodness. Impress your next dinner guests with your newfound culinary skills!

(1742) Beginner 21 and older
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Zero to Deep Learning - 1 Week

  • Beginner
  • 18 and older
  • $2,803.61
  • 900 Franklin St, San Francisco, CA
  • 40 hours over 5 sessions

Start Dates (0)

  • $2,803.61
  • Startup Basecamp @ 900 Franklin St #1, San Francisco, CA 94109
  • 40 hours over 5 sessions
  • No Accommodation - Early Bird Price is until Jan 15
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Class Description

Description

What you'll learn in this machine learning course:

This 1 week course is a fulltime introduction to modern Machine Learning and Deep Learning techniques using Python and it is designed for Software Engineers and Data Analysts looking for a transition to Machine Learning & Deep Learning.

The course covers:
  • Introduction to Machine Learning with Python & Scikit Learn
  • Introduction to Deep Learning with Keras
  • Advanced Deep Learning with Tensorflow
Course Outline:

Introduction to Machine Learning with Python & Scikit Learn
  • Recognize problems that can be solved with Machine Learning Select the right technique (is it a classification problem? a regression? needs preprocessing?)
  • Load and manipulate data with Pandas
  • Visualize and explore data with Matplotlib
  • Build regression, classification and clustering models with Scikit-Learn
  • Evaluate model performance with Scikit-Learn
  • Build, train and serve a predictive model using Python, Flask and Heroku
Introduction to Deep Learning with Keras
  • Fundamentals of deep learning theory
  • How to approach and solve a problem with deep learning
  • Build and train a deep fully connected model with Keras
  • Build and train a Convolutional Neural Net with Keras on a cloud GPU machine
  • Build and train a Recurrent Neural Net with Keras on a cloud GPU machine
  • Application to Image processing/Text processing
Advanced Deep Learning with Tensorflow
  • Fundamentals of Tensorflow
  • Build and train a model with Tensorflow and with TFLearn
  • Custom architectures and loss functions
  • Transfer Learning with pre-trained models
  • Setting up a machine for deep learning / serving a model
Please Note: 
Previous experience programming in Python or in other languages is advised to make best use of the workshop

Refund Policy

Cancellation policy

In certain cases, we may need to cancel this workshop due to circumstances beyond our control or otherwise. If this happens, we will refund all registration fees for those who signed up. We are not responsible for any related expenses incurred by registered attendees (including but not limited to travel and hotel expenses).

Refund policy

  • More than 2 weeks before course: full refund.
  • 1-2 weeks before course: 50% refund.
  • Less than 1 week before course: no refund available.

Money-back guarantee

All public workshops come with a no-questions-asked money-back guarantee. If you are unhappy for any reason after attending the class, you can ask for a full refund.

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  • This class will earn you 28036 points. Points give you money off your next class!

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Data Weekends

Data Weekends™ are an accelerated data science workshop for programmers where you can quickly learn to apply predictive analytics to real-world data.  We offer courses in Machine Learning and Deep Learning. All our courses offer a well balanced mix of %50 theory and %50 hands-on practice.  The...

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Data Weekends

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