Deep Learning Training Course in Kazhakootam & Technopark

Advanced neural networks — CNNs, RNNs, transformers and GANs. Ask about classroom, hybrid or live online batches near Technopark.

Course overview

Deep Learning powers the breakthroughs of the modern AI era. This advanced course covers neural network theory, CNNs for vision, RNNs/LSTMs for sequences, transformers for language and GANs/diffusion for generation. You will train large models on cloud GPUs and finish with a polished Deep Learning portfolio.

Learning option for Kazhakootam & Technopark

Classroom, hybrid and live online learning options are available from our centre near Technopark Phase 1.

What you will learn

  • Train CNNs and transformers from scratch
  • Fine-tune models with transfer learning
  • Build a generative model end-to-end
  • Deploy DL models to production

Syllabus

  • Neural Network Foundations
  • Optimization & Regularization
  • Convolutional Neural Networks
  • RNNs / LSTMs / GRUs
  • Transformers & Attention
  • GANs & Diffusion Models
  • Transfer Learning
  • GPU & Cloud Training

Tools and software

  • TensorFlow
  • PyTorch
  • Keras
  • Hugging Face
  • CUDA / Colab Pro

Career opportunities

  • Deep Learning Engineer
  • Computer Vision Engineer
  • NLP Engineer
  • Research Engineer