Natural Language Processing on Google Cloud

via Coursera

Overview

Embark on a journey through the realm of Natural Language Processing (NLP) with our comprehensive course on Google Cloud. This educational adventure is meticulously designed to introduce the plethora of products and solutions available on Google Cloud to address various NLP challenges. Delve into the fascinating world of NLP and discover the cutting-edge processes, techniques, and tools essential for developing successful NLP projects. Our curriculum is tailored to guide you through the intricacies of neural networks using Vertex AI and TensorFlow.

Gain a solid understanding of the NLP products and solutions offered on Google Cloud.
Master the art of creating an end-to-end NLP workflow utilizing the powerful AutoML features within Vertex AI.
Acquire the skills to construct diverse NLP models, including Deep Neural Networks (DNN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), and Gated Recurrent Units (GRU) using TensorFlow.
Explore advanced NLP models such as encoder-decoder, attention mechanisms, transformers, and BERT.
Grasp the concept of transfer learning and harness the power of pre-trained models to tackle NLP problems effectively.

This course is perfect for individuals possessing basic knowledge of SQL and a familiarity with Python and TensorFlow. Whether you're a student or a professional eager to expand your skill set, this course, provided by Coursera, covers a wide range of categories including TensorFlow, Natural Language Processing (NLP), Transfer Learning, Vertex AI, SQL, Google Cloud Platform (GCP), and AutoML, ensuring a holistic learning experience.