Key Concepts

Generative Adversial Networks is one of the areas I specialize, passionate in addition to Natural language processing, Natural Language Understanding concepts.

  • Building Basic GANs

    • Deep Convolutional GANs
      • DCGAN
      • Wasserstein GAN
      • Gradient Penalty
      • Conditional GAN
      • Controllable Generation

  • Building Better GANs

    • Evaluation of GAN techniques
      • Fréchet Inception Distance (FID)
      • Inception Score
    • GAN disadvantates and Bias
    • StyleGAN

  • GAN applications

    • GANs for Data Augmentation and Privacy
    • Pix2Pix (Image to Image Translation)
    • CycleGAN

Certificates

GAN Specialization

Certificates Individual Courses

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