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Data Weekends
Upcoming Classes in San Francisco
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Advanced Deep Learning with Python & Tensorflow
Data Weekends @ 450 Townsend St, San Francisco, CA
The workshop is meant to expand your skills in deep learning by exposing you to the Tensorflow and to real world case studies. You will learn: Review of fundamental deep learning architectures (Fully Connected, Convolutional, Recurrent) Build and train a model with pure Tensorflow Online training / continuous training Custom architectures and loss functions Review of famous architectures (Inception, Wavenet) Setting up a machine for deep...
Advanced
18 and older
Reinforcement Learning with Python, Tensorflow & OpenAI
Data Weekends @ 450 Townsend St, San Francisco, CA
Full Course Name: Unsupervised and Reinforcement Learning with Python, Tensorflow & OpenAI The workshop is meant to introduce you to unsupervised deep learning and reinforcement learning. You will learn: Train neural networks to play video games using Deep Q-Learning Reduce the dimensionality of your data using autoencoders Improve the efficiency of your algorithms with generative adversarial networks Train AI agents to interact in an...
Advanced
18 and older
Zero to Deep Learning - 3 Weekends Bundle
Data Weekends @ 450 Townsend St, San Francisco, CA
The workshop is meant to introduce you to the concepts of machine learning and deep learning and provide a solid base to build deeper knowledge in the field. First weekend: Intro 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...
Intermediate
18 and older
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Pytorch 1.0 for Keras developers
Data Weekends @ 450 Townsend St, San Francisco, CA
Learn how it's done, straight from a pro! In this 1 day workshop, you will learn to design, train and debug Neural Networks using Pytorch 1.0. What you will learn: How Pytorch differs from Keras and how it is used Train neural networks for using Pytorch 1.0 Debug Pytorch models, evaluate gradients, get unstuck Scale up your training using GPUsExport and deploy your models to ONNX or Caffe2 Prerequisites: Familiar with Python and basic...
Advanced
18 and older
$500
Intro to Deep Learning with Python & Keras
Data Weekends @ 450 Townsend St, San Francisco, CA
The workshop is meant to introduce you to the concepts of deep learning and provide a solid base to build deeper knowledge in the field. You will learn: 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...
Intermediate
18 and older
Zero to Deep Learning - 1 Week
Data Weekends @ 900 Franklin St, San Francisco, CA
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...
Beginner
18 and older
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