Building Machine Learning Systems with TensorFlow [Video]

Building Machine Learning Systems with TensorFlow [Video]

Rodolfo Bonnin

1 customer reviews
Engaging projects that will teach you how complex data can be exploited to gain the most insight
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Video Details

ISBN 139781787281806
Course Length2 hours and 44 minutes

Video Description

This video, with the help of practical projects, highlights how TensorFlow can be used in different scenarios—this includes projects for training models, machine learning, deep learning, and working with various neural networks. Each project provides exciting and insightful exercises that will teach you how to use TensorFlow and show you how layers of data can be explored by working with tensors. Simply pick a project in line with your environment and get stacks of information on how to implement TensorFlow in production.

Style and Approach

This video is a practical guide to implementing TensorFlow in production. It explores various scenarios in which you can use TensorFlow and shows you how to use it in the context of real-world projects. This will not only give you the upper hand in the field, but shows the potential for innovative uses of TensorFlow in your environment. This course opens the door to second- generation machine learning and numerical computation.

Table of Contents

Library Installation and Additional Tips

What You Will Learn

  • Load, interact, dissect, process, and save complex datasets
  • Solve classification and regression problems using state-of-the-art techniques
  • Predict the outcome of a simple time series using Linear Regression modeling
  • Use a Logistic Regression scheme to predict the future result of a time series
  • Classify images using deep neural network schemes
  • Tag a set of images and detect features using a deep neural network, including a Convolutional Neural Network (CNN) layer
  • Resolve character-recognition problems using the Recurrent Neural Network (RNN) model

Authors

Table of Contents

Library Installation and Additional Tips

Video Details

ISBN 139781787281806
Course Length2 hours and 44 minutes
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