WHAT YOU WILL LEARN
Examine static vs. dynamic coaching and inference
Handle mannequin dependencies
Arrange distributed coaching for fault tolerance, replication, and extra
Export fashions for portability
SKILLS YOU WILL GAIN
- Tensorflow
- Convolutional Neural Community
- Estimator
- Superior Machine Studying
About this Specialization
This 5-course specialization focuses on superior machine studying matters utilizing Google Cloud Platform the place you’ll get hands-on expertise optimizing, deploying, and scaling manufacturing ML fashions of varied varieties in hands-on labs. This specialization picks up the place “Machine Studying on GCP” left off and teaches you how one can construct scalable, correct, and production-ready fashions for structured knowledge, picture knowledge, time-series, and pure language textual content. It ends with a course on constructing suggestion programs. Subjects launched in earlier programs are referenced in later programs, so it is suggested that you just take the programs in precisely this order.
Utilized Studying Undertaking
This specialization incorporates hands-on labs utilizing our Qwiklabs platform.
These arms on parts will allow you to apply the abilities you study within the video lectures. Tasks will incorporate matters resembling Google Cloud Platform merchandise, that are used and configured inside Qwiklabs. You possibly can anticipate to realize sensible hands-on expertise with the ideas defined all through the modules.
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