Machine Learning and TensorFlow on the Google Cloud
Skillwise
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 Description
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
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion not included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
- Internet required
- Instant digital redemption
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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