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Machine Learning and TensorFlow on the Google Cloud

Course Summary

This course brings together two of the hottest technologies out there today in TensorFlow and the Google Cloud Platform. TensorFlow is an open source software library for machine intelligence, while the Google Cloud Platform delivers cloud computing solutions. Bring these two together and you get this course in which you'll learn how to deliver machine learning algorithms over the cloud. Access 87 lectures & 15.5 hours of content 24/7 Explore TensorFlow & Cloud ML on the Google Cloud Platform Discuss Google's vision, NLP, & translate APIs on the cloud Learn about neural networks for learning functions Discover linear regression, logistic regression, image classification, & working w/ images in TensorFlow Get an introduction to machine learning principles like K-nearest neighbors, decision trees, & more


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    Course Syllabus

    • Introduction To Google Cloud Platform
    • TensorFlow and Machine Learning
    • Regression in TensorFlow
    • Vision, Translate, NLP and Speech: Trained ML APIs
    • Machine Learning Algorithms
    • Solving Classification Problems
    • Association Detection
    • Dimensionality Reduction
    • Sentiment Analysis
    • Decision Trees
    • A Few Useful Things to Know About Overfitting
    • Random Forests
    • Recommendation Systems
    • Introduction To Google Cloud Platform
    • TensorFlow and Machine Learning
    • Regression in TensorFlow
    • Vision, Translate, NLP and Speech: Trained ML APIs
    • Machine Learning Algorithms
    • Solving Classification Problems
    • Association Detection
    • Dimensionality Reduction
    • Sentiment Analysis
    • Decision Trees
    • A Few Useful Things to Know About Overfitting
    • Random Forests
    • Recommendation Systems


Course Fee:
USD 25

Course Type:

Self-Study

Course Status:

Active

Workload:

1 - 4 hours / week

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Awards & Accolades for MyTechLogy
Winner of
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Top 100 Asia
Finalist at SiTF Awards 2014 under the category Best Social & Community Product
Finalist at HR Vendor of the Year 2015 Awards under the category Best Learning Management System
Finalist at HR Vendor of the Year 2015 Awards under the category Best Talent Management Software
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