Specialization Name: TensorFlow: Data and Deployment Specialization Below is the list of assignments and ungraded labs course-wise. C1 - Browser-based Models with TensorFlow.js Week 1 Assignment Breast Cancer Classification (C1_W1_Assignment.html) Ungraded Labs FirstHTML (C1_W1_Lab_1_FirstHTML.ht...
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. In this first course, you’ll
For a more in-depth introduction on data augmentation with TensorFlow, spend an hour or two reading through this tutorial. 🛠 04. Transfer Learning in TensorFlow Part 1: Feature Extraction Exercises Build and fit a model using the same data we have here but with the MobileNetV2 architecture ...
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1 A hardware accelerator that can perform both floating-point and 8-bit arithmetic is useful because TFLite natively supports both precision data types. Deep learning models are continuously evolving, so there is a need for flexible hardware solutions that can scale and adapt to increasing network...
TensorFlow: Data and Deployment from Coursera Getting Started with TensorFlow 2 from Coursera TensorFlow: Advanced Techniques from Coursera TensorFlow 2 for Deep Learning Specialization from Coursera Intro to TensorFlow for A.I, M.L, and D.L from Coursera Machine Learning with TensorFlow on GCP from...
Train a feature-extraction transfer learning model for 10 epochs on the same data and compare its performance versus a model which used feature extraction for 5 epochs and fine-tuning for 5 epochs (like we've used in this notebook). Which method is better?
Specialization Name: TensorFlow: Data and Deployment Specialization Below is the list of assignments and ungraded labs course-wise. C1 - Browser-based Models with TensorFlow.js Week 1 Assignment Breast Cancer Classification (C1_W1_Assignment.html) Ungraded Labs FirstHTML (C1_W1_Lab_1_FirstHTML.ht...
Specialization Name:TensorFlow: Data and Deployment Specialization Below is the list of assignments and ungraded labs course-wise. C1 - Browser-based Models with TensorFlow.js Week 1 Assignment Breast Cancer Classification(C1_W1_Assignment.html) ...
For a more in-depth introduction on data augmentation with TensorFlow, spend an hour or two reading through this tutorial.🛠 04. Transfer Learning in TensorFlow Part 1: Feature Extraction ExercisesBuild and fit a model using the same data we have here but with the MobileNetV2 architecture ...