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Deep Learning Training in India

Practical Deep Learning Training in India With Live Projects and Certification

Deep learning training teaches you to design and train neural networks — including CNNs, sequence models and transformers — and to optimise them for real-world vision, language and speech problems. CraftVoy's Deep Learning training in India is an instructor-led, 10 weeks programme with hands-on labs, a capstone project and CraftVoy certification, available online and offline.

10 Weeks
Online + Offline
Intermediate to Advanced
Max 25 students
Enrol NowCall +91 97918 17766

What You Get

Build and train neural networks in PyTorch
Computer vision, sequence modelling and transformers
GPU training, optimisation and deployment techniques
Live instructor-led sessions with recordings
Capstone project reviewed by CraftVoy mentors
CraftVoy certification on completion

Who Is This For

  • ML practitioners ready to move beyond classical models
  • Engineers working with images, audio, text or time series
  • Researchers and graduates targeting AI engineering roles

Learning Outcomes

  • Design, train and debug deep neural networks
  • Apply transfer learning to vision and language tasks
  • Optimise and deploy models for production latency and cost

Curriculum

1

Module 1: Neural Network Foundations

  • Perceptrons, backpropagation and optimisers
  • Loss functions and regularisation
  • Training loops in PyTorch
2

Module 2: Computer Vision

  • Convolutional neural networks
  • Transfer learning and fine-tuning
  • Object detection and segmentation basics
3

Module 3: Sequence Models

  • RNNs, LSTMs and GRUs
  • Attention mechanisms
  • Time-series forecasting
4

Module 4: Transformers

  • Transformer architecture in depth
  • Pre-training versus fine-tuning
  • Vision and language transformers
5

Module 5: Scaling and Deployment

  • GPU training, mixed precision and distributed basics
  • Model compression and ONNX export
  • Capstone: train and deploy a deep learning model

Frequently Asked Questions

What is the difference between machine learning and deep learning?

Deep learning is a subset of machine learning that uses multi-layer neural networks. It learns features automatically and excels on images, audio and text, but needs more data and compute.

Do I need a GPU?

No. CraftVoy provides cloud GPU lab access for training exercises so you do not need your own hardware.

Is the Deep Learning training available online and offline?

Yes. CraftVoy runs live online batches across India and classroom batches in select cities, including weekday and weekend options. Contact us for current batch dates.

Will I receive a certificate?

Yes. You receive a CraftVoy certificate after completing the sessions and capstone project.

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