DL-Group1(24-25 Sem-1)

Topic outline

• Deep Learning(20CS4701A-PVP20) Group-1
  
  

  Deep Learning(20CS4701A-PVP20) Group-1

  • Announcements Forum
  • Academic Calendar(2024-25) File
  • GLK Individual TT(2024-25)SEM-I File
• Syllabus, Micro Syllabus, Strength of Correlation, Justification
  
  

  Syllabus, Micro Syllabus, Strength of Correlation, Justification

  • DL Syllabus File
  • Micro Syllabus File
  • Strength of Correlation File
• Lesson Plan
  
  

  Lesson Plan

  • Lesson Plan File
• Question Bank, Model Paper
  
  

  Question Bank, Model Paper

  • DL Question Bank File
  • DL Model Paper File
• UNIT-I(Fundamentals of Deep Networks)
  
  

  UNIT-I(Fundamentals of Deep Networks)

  • Deep Learning Introduction File
  • Common Architectural Principles of Deep Networks: File
• UNIT-II(Building Blocks of Deep Networks )
  
  

  UNIT-II(Building Blocks of Deep Networks )

  • Restricted Boltzmann Machine File
  • Autoencoders File
  • Variational Autoencoders File
  • Deep Belief Networks File
  • Generative Adversial Network File
• UNIT-III(Convolutional Neural Networks (CNNs) )
  
  

  UNIT-III(Convolutional Neural Networks (CNNs) )

  • Convolutional Neural Networks (CNNs) File
  • Pooling Layer File
  • Variants of the Basic Convolution Function, Structured Outputs, Data Types File
  • Efficient Convolution Algorithms , Random or Unsupervised Features File
  • The Neuro-scientific Basis for Convolutional Networks File
• UNIT-IV(Sequence Modeling – Recurrent and Recursive Nets )
  
  

  UNIT-IV(Sequence Modeling – Recurrent and Recursive Nets )

  • Encoder-Decoder Sequence-to-Sequence Architectures File
  • Long Short Term Memory File
  • Recurrent Neural Network File
• UNIT-V(Deep Learning applications)
  
  

  UNIT-V(Deep Learning applications)

  • Computer VIsion File
  • Speech Recognition File
  • Natural Language Processing File
  • Decision Making process in DL File
• Internal Exam Question Papers(MID & OBJECTIVE)
  
  

  Internal Exam Question Papers(MID & OBJECTIVE)

  • Descriptive-I File
  • Objective-I File
  • Descriptive-II File
  • Objective-II File
• Internal Exam Question Papers Schemes
  
  

  Internal Exam Question Papers Schemes

  • DL MID-I Answers File
  • DL MID-II Answers File
• DL Quiz
  
  

  DL Quiz

  • DL QUIZ-1 & 2 Units File
  • DL QUIZ(UNIT-3) File
• External Exam Question Paper with Scheme
  
  

  External Exam Question Paper with Scheme

  • DL External Exam Scheme of Valuation(2024-25) File
  • DL External Exam Short Scheme(2024-25) File