WHAT YOU WILL LEARN
Run fashions in your browser utilizing TensorFlow.js
Put together and deploy fashions on cell gadgets utilizing TensorFlow Lite
Entry, arrange, and course of coaching knowledge extra simply utilizing TensorFlow Information Companies
Discover 4 superior deployment eventualities utilizing TensorFlow Serving, TensorFlow Hub, and TensorBoard
SKILLS YOU WILL GAIN
- Machine Studying
- Tensorflow
- superior deployment
- Object Detection
- JavaScript
- Convolutional Neural Community
- TensorFlow.js
- TensorFlow Lite
- Mathematical Optimization
- Synthetic Neural Community
- Extraction, Transformation And Loading (ETL)
- Information Pipelines
About this Specialization
Proceed growing your expertise in TensorFlow as you study to navigate by means of a variety of deployment eventualities and uncover new methods to make use of knowledge extra successfully when coaching your machine studying fashions.
On this four-course Specialization, you’ll discover ways to get your machine studying fashions into the palms of actual folks on every kind of gadgets. Begin by understanding the best way to prepare and run machine studying fashions in browsers and in cell functions. Discover ways to leverage built-in datasets with just some strains of code, study knowledge pipelines with TensorFlow knowledge companies, use APIs to regulate knowledge splitting, course of all kinds of unstructured knowledge, and retrain deployed fashions with person knowledge whereas sustaining knowledge privateness. Apply your data in varied deployment eventualities and get launched to TensorFlow Serving, TensorFlow, Hub, TensorBoard, and extra.
Industries all all over the world are adopting Synthetic Intelligence. This Specialization from Laurence Moroney and Andrew Ng will show you how to develop and deploy machine studying fashions throughout any system or platform sooner and extra precisely than ever.
Searching for a spot to start out? Grasp the foundational fundamentals of TensorFlow with the DeepLearning.AI TensorFlow Developer Skilled Certificates.
Trying to customise and construct highly effective real-world fashions for complicated eventualities? Take a look at the TensorFlow: Superior Strategies Specialization.
Utilized Studying Challenge
Within the TensorFlow: Information and Deployment Specialization, you’ll study to use your data in varied deployment eventualities and get launched to TensorFlow Serving, TensorFlow, Hub, TensorBoard, and extra, implementing tasks you possibly can add to your portfolio and present in interviews.
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