Deep Learning

by Velocity Corporate Training Center Claim Listing

Deep Learning course is offered by Velocity Corporate Training Center. Our mission is to build an ideal institute that radiates Peace and harmony by imparting pure education to all the strata of society. Only professionals can make you professional, Come to us and learn to Earn.

Price : Enquire Now

Contact the Institutes

Fill this form

Advertisement

Velocity Corporate Training Center Logo

img Duration

Please Enquire

Course Details

Deep Learning course is offered by Velocity Corporate Training Center. Our mission is to build an ideal institute that radiates Peace and harmony by imparting pure education to all the strata of society. Only professionals can make you professional, Come to us and learn to Earn.

 

Syllabus:

  • Module 1: Introduction to the Program
  •  Introduction to Deep Learning
  •  Difference between ML and DL
  •  What to expect from this program
  • Module 2: Structure and learning process in Neural Network
  •  what is perceptron
  •  what is neural network
  •  structure of neural network
  •  how data flow in neural network
  •  how to control shape of the layer
  •  how neural network learn
  • Module 3: Types of function use in Neural Network
  •  Optimization function o Batch Gradient Decent o Stochastic Gradient Decent o Mini Batch Stochastic Gradient Decent o Mini Batch Stochastic Gradient Decent with Momentum o Ada Grad o Ada Delta o Adam  Activation function o Sigmoid o Tanh o Softmax o Relu o Leaky Relu o P-Relu o Elu o Swish  Loss function o MSE o MAE o MSLE o Binary Cross Entropy o Hinge Loss o Categorical Cross entropy loss function o Sparse categorical cross entropy loss function  What is initializer and its important
  • Module 4: Implementation of ANN
  • How to code Neural Network
  •  How to avoid overfitting - Early Stopping, Drop out etc.
  •  Hyperparameter Tunning of ANN
  • Module 5: Convolutional Neural Network (CNN)
  •  Introduction to CNN
  • How image get generated
  •  RGB Scale/Gray Scale
  •  Difference between ANN and CNN
  •  Convolutional Layer
  •  What is Stride?
  •  What is Zero Padding?
  •  Pooling layer o Max Pooling o Avg Pooling o Sum Pooling
  •  Implementation of CNN
  • Module 6: Transfer Learning and Pretrain model
  •  What is transfer learning  How to use transfer learning to classify the images
  •  Different way to customized pretrain model o Feature Extraction o Fine tunning 
  • Steps need to follow in transfer learning
  •  Famous pretrain model available for image classification o VGG16 o Inception (Google net) o ResNet50 o Efficient Net
  • Implementation of VGG16
  • Pune Branch

    2nd floor, Laxmi Narsinh Nivas, Nagar Rd, Sai Nagari, Sr. No. 5, Pune

Check out more Deep Learning courses in India

GIT Solutions Pvt Ltd Logo

Deep Learning

Deep Learning course is offered by GIT Solutions Pvt Ltd. GIT Solutions Pvt Ltd is a comprehensive repository for online, offline courses offering high quality state-of-the-art IT and business related training and courses.

by GIT Solutions Pvt Ltd [Claim Listing ]
DataCouch Logo

Deep Learning Using Tensorflow And Cloud AI

This course is the third course in “Machine Learning and AI” learning path. It has been designed and developed for providing exposure to participants in Deep Learning, Tensorflow, Keras and Cloud AI using Google Cloud.

by DataCouch [Claim Listing ]
FNIT Solutions Logo

AI & Deep Learning

AI & Deep Learning course is offered by FNIT Solutions for all skill levels. FNIT Solutions provides training with live projects through which students are made aware to the environment of Software Development Industry.

by FNIT Solutions [Claim Listing ]
Webinar Technologies Logo

Deep Learning (DL)

Deep Learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks.Another often cited benefit of deep learning models is their ability to perform automatic feature extraction from raw data.

by Webinar Technologies [Claim Listing ]
AIS Education Logo

Deep Learning

Deep Learning course is offered by AIS Education. In our bid to achieve our goals and fulfill our vision, we realize that quality is the crux, and it is only through quality teaching that we want our network of students to widen.

by AIS Education [Claim Listing ]

© 2024 coursetakers.com All Rights Reserved. Terms and Conditions of use | Privacy Policy