Join the "Intro to TensorFlow en Español" course to master the flexibility and ease of TensorFlow 2.x and Keras. Learn to design data input pipelines, create and train deep learning models, and deploy them at scale with AI Platform from Google Cloud. This course is tailored for Spanish speakers and offers practical exercises and labs for hands-on experience.
Key Learning Objectives:
Enroll now and unleash the power of machine learning with TensorFlow and Keras in Spanish!
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This course comprises modules covering TensorFlow introduction, data pipeline design, training neural networks with sequential and functional Keras APIs, and course summary.
This module provides an introduction to Google Cloud and Qwiklabs, setting the stage for the course journey.
Delve into the core concepts of TensorFlow, including its API hierarchy, tensors, variables, and practical exercises to solidify your understanding.
Master the design and compilation of data input pipelines in TensorFlow, covering data loading, preparation, and manipulation with practical labs and exercises.
Explore the training of neural networks using the sequential API of Keras, including activation functions, potential challenges, and practical classification labs.
Discover the functional API of Keras, focusing on regularization techniques, model deployment in the cloud, and practical exercises to reinforce learning.
Summarize and reinforce your learning from the entire course, culminating in a comprehensive test and course overview.
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