Enroll Course: https://www.coursera.org/learn/intro-tensorflow-br
Course Overview
The ‘Intro to TensorFlow em Português Brasileiro’ course is designed to harness the flexibility and ease of use of TensorFlow 2.x and Keras for creating, training, and deploying machine learning models. With a focus on Brazilian Portuguese, this course is particularly invaluable for Portuguese-speaking individuals eager to dive into the world of machine learning.
What You Will Learn
This course offers an in-depth exploration of TensorFlow 2.x, with practical exercises that help in understanding the API hierarchy and core components. You will engage in:
- Creating and designing a data input pipeline using TensorFlow 2.x
- Working with datasets and attribute columns
- Training neural networks using both the Keras Sequential API and the more flexible Keras Functional API
- Implementing model optimization techniques and deploying the models for cloud usage
Course Structure
The course is structured into several modules:
- Introduction to the Course: Gives a comprehensive start, detailing what TensorFlow 2.x and Keras bring to machine learning.
- Introducing TensorFlow: Focus on the hierarchy of TensorFlow’s API, understanding tensors and variables through hands-on exercises.
- Designing a Data Pipeline: Hands-on practice with datasets, including CSV loading and using tf.data.Dataset.
- Training Neural Networks with Keras Sequential: Covers activation functions, loss, optimization, and model creation for deep learning.
- Training Neural Networks with Keras Functional: In-depth exploration of how to create more complex models using Keras Functional API, including management of multiple input and output sources.
- Course Summary: Revisits key TensorFlow topics and practices, solidifying your understanding and readiness for real-world applications.
My Thoughts
Overall, ‘Intro to TensorFlow em Português Brasileiro’ is an exceptional course for anyone looking to enhance their machine learning skills in Portuguese. The practical approach, combined with a solid theoretical foundation, makes it accessible and engaging. Whether you’re a beginner or have some experience in ML, this course adapts to your learning pace, providing excellent resources and community support.
Recommendation
If you’re looking for a comprehensive, hands-on introduction to TensorFlow that caters to Portuguese speakers, I highly recommend enrolling in this course. With the demand for machine learning skills on the rise, gaining proficiency in TensorFlow can significantly advance your career.
Enroll Course: https://www.coursera.org/learn/intro-tensorflow-br