Keras Deep Learning & Generative Adversarial Networks (GAN)

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Course Overview

What You'll Learn

  • A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course.
  • This course offers an in-depth exploration of AI and deep learning, starting with foundational concepts and progressing to neural networks and deep learning with Keras.
  • You'll learn how neural networks process data, predict outcomes, and solve complex problems.

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This course offers an in-depth exploration of AI and deep learning, starting with foundational concepts and progressing to neural networks and deep learning with Keras. You'll learn how neural networks process data, predict outcomes, and solve complex problems. In the second part of the course, you'll dive into Generative Adversarial Networks (GANs), learning how they generate realistic data by using two competing neural networks: the generator and discriminator. You'll build GAN models with the MNIST dataset, explore their inner workings, and fine-tune them for optimal performance. By the course's conclusion, you'll be adept at handling various AI and deep learning libraries, training models using large datasets, and deploying deep learning solutions. Whether you're working on image generation or data augmentation, this course will provide you with the expertise needed to excel in today’s AI-driven world. This course is ideal for intermediate learners with basic Python programming skills and some familiarity with AI or machine learning concepts. You should be comfortable with Python basics, including data structures like lists and dictionaries, and have some experience with data libraries such as NumPy.

Course FAQs

Is this an accredited online course?

Accreditation for 'Keras Deep Learning & Generative Adversarial Networks (GAN)' is determined by the provider, Packt. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.

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How do I enroll in this online school program?

To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Keras Deep Learning & Generative Adversarial Networks (GAN)' on the Packt online class platform, where you can complete your registration.