What you will learn from this course
- Run models in your browser using TensorFlow.js
- Prepare and deploy models on mobile devices using TensorFlow Lite
- Access, organize, and process training data more easily using TensorFlow Data Services
- Explore four advanced deployment scenarios using TensorFlow Serving, TensorFlow Hub, and TensorBoard
- Train and run inference in a browser
- Handle data in a browser
- Build an object classification and recognition model using a webcam
- How to train machine learning models in the browser and how to use them to perform inference using JavaScript
- How to build a site that lets you draw in the browser and recognizes your handwritten digits!
- Prepare models for battery-operated devices
- Execute models on Android and iOS platforms
- Deploy models on embedded systems like Raspberry Pi and microcontrollers
- Perform efficient ETL tasks using Tensorflow Data Services APIs
- Construct train/validation/test splits of any dataset – either custom or present in TensorFlow Hub Dataset library – using Splits API
- Use different modules and functions of the TFDS API to prepare your data for training pipelines
- Identify bottlenecks in your input pipelines and increase your workflow efficiency by input parallelization
- Use TensorFlow Serving to do inference over the web
- Navigate TensorFlow Hub, a repository of models that you can use for transfer learning
- Evaluate how your models work and share model metadata using TensorBoard
- Explore federated learning and how to retrain deployed models while maintaining data privacy
Can I download TensorFlow: Data and Deployment Specialization course?
You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The TensorFlow: Data and Deployment Specialization course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.Are there any other coupons available for this course?
You can check out for more Udemy coupons @ www.coursecouponclub.com
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Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.
