Deep Learning Training Course in Kollam

Advanced neural networks — CNNs, RNNs, transformers and GANs. Join live online from Kollam with instructor guidance and project reviews.

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 Kollam

Learners in Kollam attend scheduled live online sessions supported by assignments, feedback and doubt clearing.

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