Special Offer take any 4 courses for INR 21999.00*

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What you'll learn

  • Advanced Neural Network Architectures: Explore advanced neural network architectures, including deep feedforward networks, recurrent neural networks (RNNs), long short-term memory (LSTM) networks, and convolutional neural networks (CNNs).
  • Optimization Algorithms: Learn about optimization algorithms such as stochastic gradient descent (SGD), Adam, RMSprop, and learning rate scheduling techniques to train deep learning models effectively.
  • Deep Reinforcement Learning: Delve into the exciting field of deep reinforcement learning, mastering concepts such as Q-learning, policy gradients, and actor-critic methods to train agents that can learn to make decisions in complex environments.
  • Autoencoders and Variational Autoencoders: Understand the principles behind autoencoders and variational autoencoders (VAEs) and learn how to apply them for data compression, denoising, and generative modeling tasks.
  • Natural Language Processing with Deep Learning: Learn how to apply deep learning techniques to natural language processing tasks, including text classification, sentiment analysis, named entity recognition, and machine translation.
  • Deep Learning for Computer Vision: Explore advanced computer vision techniques, including object detection, image segmentation, instance segmentation, and image synthesis using deep learning models.
  • Deployment and Scalability: Gain insights into deploying deep learning models in production environments and scaling them to handle large-scale datasets and high-throughput inference.

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