Enroll Course: https://www.coursera.org/learn/intro-tensorflow-jp
If you’re interested in diving into the world of machine learning and artificial intelligence, the ‘Intro to TensorFlow 日本語版’ course on Coursera is an excellent starting point. This comprehensive course is designed to teach learners how to create, train, and deploy machine learning models using the flexible and user-friendly TensorFlow 2.x and Keras APIs. The course covers a wide range of topics, from understanding the TensorFlow API hierarchy to designing data pipelines with tf.data.Dataset for various data types such as CSV, NumPy arrays, text, and images. One of the standout features of this course is its practical approach, including hands-on exercises that guide you through creating models with both the Sequential API and the Functional API, the latter being especially useful for complex models with multiple inputs, outputs, or shared layers. The course also delves into crucial concepts like activation functions, loss functions, optimization techniques, regularization, and deploying models in the cloud using the AI Platform. Whether you’re a beginner or looking to solidify your understanding, this course provides clear explanations, practical exercises, and real-world applications to help you develop robust machine learning skills in Japanese. I highly recommend this course for anyone eager to master TensorFlow and Keras in a structured and accessible way.
Enroll Course: https://www.coursera.org/learn/intro-tensorflow-jp