Enroll Course: https://www.coursera.org/learn/getting-started-with-tensor-flow2
Embarking on your deep learning journey has never been easier with Coursera’s ‘Getting Started with TensorFlow 2’. This course is expertly designed for beginners and intermediate learners eager to grasp the fundamentals of building, training, and deploying deep learning models using TensorFlow, one of the most popular libraries in the field.
The course covers everything from initial setup to advanced model management. You begin with an introduction to TensorFlow, familiarizing yourself with the platform and useful resources like Google Colab. The core of the course focuses on the Sequential API, which allows for quick and efficient model building, exemplified through a practical image classification project using the MNIST dataset.
Further, you learn critical techniques such as model validation, regularisation, and callbacks that enhance the robustness of your models. The hands-on tutorials include working with datasets like Iris for validation and regularisation techniques, ensuring you understand their practical applications.
One of the highlights is mastering how to save and load models—a vital step for deploying and reusing models in real-world scenarios. The course also delves into working with pre-trained models, giving you a head start in transfer learning.
The culmination of this course is the Capstone Project, where you bring together your acquired knowledge to develop a classifier for street view house numbers. This project not only consolidates your learning but also adds a valuable portfolio piece.
Overall, this course offers clear, practical, and comprehensive training for anyone looking to get started with deep learning. Its hands-on approach makes complex concepts accessible, and the step-by-step tutorials guide you through building a solid foundation in TensorFlow. Whether you’re a student, a professional, or an enthusiast, this course is a highly recommended starting point in your deep learning journey.
Enroll Course: https://www.coursera.org/learn/getting-started-with-tensor-flow2