Deep Learning

• Module 1: Introduction to Deep Learning
  • Overview of artificial intelligence and machine learning
  • History and evolution of deep learning
  • Applications and impact of deep learning in various fields
      
• Module 2: Neural Networks Basics
  • Perceptron and multi-layer perceptron (MLP)
  • Activation functions
  • Loss functions and optimization techniques
      
• Module 3: Convolutional Neural Networks (CNNs)
  • Architecture of CNNs
  • Convolution and pooling layers
  • Applications in image recognition and computer vision
      
• Module 4: Recurrent Neural Networks (RNNs)
  • Architecture of RNNs
  • Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU)
  • Applications in sequence modeling and natural language processing
      
• Module 5: Advanced Deep Learning Architectures
  • Autoencoders and variational autoencoders (VAEs)
  • Generative adversarial networks (GANs)
  • Attention mechanisms
      
• Module 6: Training Deep Learning Models
  • Data preprocessing and augmentation
  • Regularization techniques
  • Hyperparameter tuning and optimization
      
• Module 7: Deep Learning Frameworks
  • Overview of TensorFlow, PyTorch, and other frameworks
  • Hands-on exercises with a chosen framework
      
• Module 8: Applications of Deep Learning
  • Image classification and object detection
  • Natural language processing tasks (e.g., sentiment analysis, machine translation
  • Reinforcement learning and robotics
      
• Module 9: Ethical and Social Implications
  • Bias and fairness in deep learning models
  • Privacy concerns and data ethics
  • Responsible AI development
      
• Module 10: Project Work
  • Students work on a deep learning project, applying concepts learned throughout the course
  • Project presentations and peer feedback

JustAcademy Training Institute is dedicated to fostering a dynamic learning environment where innovation meets practical application. Join a JustAcademy near you of like-minded individuals who are passionate about pushing the boundaries of mobile app development. JustAcademy deep learning Training Institute Highlights are not available from any other Institute: Established in 2021, this government-recognized and ISO-certified institute has seven branches throughout Mira-Road, five-star ratings, and excellent reviews on Google, JustDial, Sulekha, Shiksha, Urbanpro, and other platforms. Expert faculty members in the field, specialized training specialists, print-only study materials, an online student portal with a mobile app for attendance, jobs, exams, and deep learning book PDF, the most recent and updated course materials, training on real data, practice sessions, and doubt clearing, small class sizes of only eight students each for individualized attention, dedicated placement teams for job placements and company tie-ups, and special weekend batches for working professionals are also available.

Key Features of Our deep learning Training Course:

Hands-On Experience: Gain practical experience by working on deep learning projects, ensuring you are job-ready from day one.
Expert Instructors: Learn from industry experts with extensive experience in deep learning, providing you with valuable insights and guidance.
Career Support: Benefit from our career support services, including resume workshops, mock interviews, and job placement assistance.