gammaticatech

Deep Learning with TensorFlow & PyTorch

Learning Format

Online mode

Total training duration

80-90 hrs (2 months)

Syllabus

8 weeks

Certification

Yes

Deep Learning with TensorFlow & PyTorch

Deep Learning with TensorFlow & PyTorch focuses on building and training neural networks using two of the most popular deep learning frameworks. Learners explore key concepts such as neural architectures, backpropagation, convolutional and recurrent networks, and model optimization. Through hands-on projects, this course teaches how to implement and deploy deep learning models for applications like image recognition, natural language processing, and predictive analytics, using both TensorFlow and PyTorch for practical experience.

Syllabus Summary

  • Introduction to Neural Networks
  • Perceptrons, forward & backward propagation
  •  Assignment at end of week
  • ANN (Artificial Neural Networks)
  • Hands-on with TensorFlow & PyTorch
  •  Assignment at end of week
  • CNN (Convolutional Neural Networks)
  •  Image classification basics
  • Assignment at end of week
  • Advanced CNNs (ResNet, Inception)
  •  Transfer learning
  •  Assignment at end of week
  •  Mock Interview 1
  • RNN (Recurrent Neural Networks)
  • LSTMs and GRUs
  •  Assignment at end of week
  • Natural Language Deep Learning basics
  •  Assignment at end of week
  • Optimization & regularization in DL
  •  Dropout, batch normalization
  •  Assignment at end of week
  • Project: Deep Learning case study
  •  Final presentation
  •  Mock Interview 2
  •  Assignment at end of week

Course Summary

Eligibility

Tech & Non-Tech Working professional, Freshers, Graduate from any domain.

Live Doubt Solving

Get your queries solved with daily dedicated doubts solving sessions.

Instructor

Experts and trainer for top-tech companies.

Certification

10+ ISO Globally recognized certified

Mode of Learning

100% Live Learning with experienced instructors and hands-on sessions.

Real time projects

Get practical experience with real-world projects for a career in analytics.

Certification

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