Mohamed AmnehAdvanced Machine Learning on Google Cloud Specialization
Learn Advanced Machine Learning with Google Cloud. Build production-ready machine learning models with TensorFlow on Google Cloud Platform
There are 5 Courses in this Specialization
Sequence Models for Time Series and Natural Language Processing
Production Machine Learning Systems
End-to-End Machine Learning with TensorFlow on GCP
Image Understanding with TensorFlow on GCP
Recommendation Systems with TensorFlow on GCP
WHAT YOU WILL LEARN
Compare static vs. dynamic training and inference
Manage model dependencies
Set up distributed training for fault tolerance, replication, and more
Export models for portability
SKILLS YOU WILL GAIN
Tensorflow
Convolutional Neural Network
Estimator
Advanced Machine Learning
About this Specialization
This 5-course specialization focuses on advanced machine learning topics using Google Cloud Platform where you will get hands-on experience optimizing, deploying, and scaling production ML models of various types in hands-on labs. This specialization picks up where “Machine Learning on GCP” left off and teaches you how to build scalable, accurate, and production-ready models for structured data, image data, time-series, and natural language text. It ends with a course on building recommendation systems. Topics introduced in earlier courses are referenced in later courses, so it is recommended that you take the courses in exactly this order.
Advanced Level Designed for those already in the industry.
Approximately 3 months to complete Suggested pace of 5 hours/week
English Subtitles: English, French, Portuguese (European), Russian, Spanish