Home             Individual Workshop - CMRCET

Registration Fees

Registration Fees Registration Fees for IACC Member
1000 INR 500 INR
Note: Non Refundable (Every participant will get certificate).

Apply for IACC Membership

Individual Workshop - (Online Workshop/Training)

CMR College of Engineering & Technology, Hyderabad

In its quest to further fortify the manpower of the country in the futuristic technologies, IACC is now offering Online Workshops for trending technologies. These technologies involves Deep Learning.

Duration - Two Days Workshop
Date - 14th December & 15th December, 2022
Venue - CMR College of Engineering & Technology, Hyderabad
Timing - 09.00 AM to 5.00 PM
Registration Fee - 1000 INR, Non Refundable (Every participant will get certificate).
Requirement and Prerequisite - A laptop with good internet connectivity and knowledge of any one programming language is required.

Workshop Content

Deep Learning:

Workshop Target:

Each module will have demos, case studies & practical implementations so that participants get the better understanding of the concepts.

Our target goal will be to provide enough information on the Deep Learning, so the participant can utilize the gained knowledge for the development of various applications.

Workshop Schedule:

Day 1
Theory Session
  • Motivation: Foundations and Terminology of Deep Learning
  • AI vs ML vs DL: A comparison
  • Features and Weights
  • Machine Learning Recap: Linear Regression, Logistic Regression
  • Activation Functions
  • Neural Networks
  • Loss Functions
  • Gradient Descent
  • Feedforward and Backward Propagation
  • Deep Learning Model training
Lab Session
  • Hands on with Python
  • Building Neural Networks Lab
Theory Session
  • Dataset splitting and distribution
  • Evaluation Metrics
  • Error Analysis
  • Bias vs Variance
  • Performance comparison
  • Regularization
  • L1/L2 regularization, Dropout
  • Early Stopping, Normalization
  • Optimization methods
  • Hyperparameter Tuning
Lab Session
  • Neural Network Hyperparameter Tuning and Optimization
Day 2
Theory Session
  • ANN vs CNN
  • Convolution, pooling, padding, striding
  • Inception Network
  • Transfer Learning
  • Applications of CNN
  • Object Detection
  • Landmark Detection
  • Siamese Networks
Lab Session
  • Building Convolutional Neural Networks
  • Analysis of convolution, pooling, padding and striding
Lab Session
  • ANN vs RNN
  • Sequential Processing with RNN
  • Forward and Back Propagation
  • Language Models
  • Sampling data from RNN
Lab Session
  • Building Recurrent Neural Networks
  • Text Classification with Custom Dataset
Theory Session
  • LSTM and GRU
  • Word Embedding Models
  • Sentiment Analysis
  • Image Captioning
  • Machine Translation
  • Speech Transcription
Online Exam

The following team will help you in the registration process (you can also contact them in case of any issue).


Upcoming Workshop


** Last date and time to register is upto 5.00 PM, 13th December 2022.


Workshop Date Timing
Deep Learning 14th December & 15th December, 2022 9.00 AM to 5.00 PM

* Registrations will automatically stop when the seats become full

Online Workshop/Training

Total Amount: ₹
I accept the Terms and Conditions:
(Those who dont join the workshop after registering / Those who leave the workshop in between and also those who are not able to complete the workshop due to Internet issues or any other teachnical issues will not get the refund. Once candidate is registered, no provision for refund or cancellation.)
//