Neural Network Workshop Course Description Neural Network Workshop EVEN 2019
Value Added Course
| S.No. | Lecture Schedule | Topic | Assignments |
| week 01 | LAB1 | Linear Regression, Multiple Linear Regression | Assignment-01 |
| week 02 | LAB2 (a) | KNN Classifier | Assignment-02(a) |
| LAB2(b) | SVM Classifier | Assignment-02(b) | |
| week 03 | Lab3(a) | Single Neuron NN, Activation Function, Perceptron Learning Algorithm, Stochastic gradient descent | Assignment-03(a) |
| Lab3(b) | Two Layer Neural Network, Forward Propagation, Backpropagation | Assignment-03(b) | |
| week 04 | Lab 4(a) | Backpropagation, Different Function use at different levels, Case study: Soil exploration and Classification using NN(Submit This case study assignment to your lab instructor) | Assignment-04(a) |
| Lab 4(b) | Complete Assignment 4(a) unsolved questions | ||
| week 05 | LAB5(a) | Neural Network Minor Project Synopsis Guideline | Neural Network Synopsis Guideline |
| LAB5(b) | |||
| week 06 | LAB6(a) | Minor Project Synopsis Submission and Evaluation | 4th Feb 2019 |
| LAB6(b) | Revise All Concepts done Till now | ||
| T1 Exam | |||
| week 07 | Lab7(a) | Evaluative Assignment | Evaluative Assignment |
| Lab7(b) | Solution Evaluative Assignment | Solution Q3 Evaluative Assignment | |
| week 08 | Lab8(a) | JIIT Fest: Impression | |
| Lab8(b) | Problem Solving Assignment: Twitter and Digit Recognition | Assignment 8(b) Dataset: download from fileserver2 | |
| week 09 | Lab9(a) | LAB TEST1 | Lab test1 |
| Lab9(b) | Use Pretrained models using Keras, Tensorflow -Handwritten MNIST handwritten digit Recognition | Assignment-09(a) | |
| week 10 | Lab10(a) | Backpropagation using Keras, Tensorflow | |
| Lab10(b) | Convolution Neural network | ||
| HOLI BREAK | |||
| week 11 | LAB11(a) | Minor Project Evaluation, Practice Assignment | Assignment-11 |
| LAB11(b) | Minor Project Evaluation, Practice Assignment | Assignment-11 | |
| T2 Exam | |||
| week12 | LAB12(a) | Neural Style Transfer Assignment | Assignment -12 |
| LAB12(b) | Neural Style Transfer Assignment | Assignment -12 | |
| week13 | Neural Style Transfer Evaluation | 02-05-2019 & 04-05-2019 | |
| Week 14 | Lab 14(a) | Minor Project Final Evaluation Final Neural Network Minor Project Guideline | 06-05-2015 |
| Lab 14(b) | Lab Test 2 Topic: CNN | 09-05-2019 and 11-05-2019 | |
| Classes Over | |||
Dr. Anuja Arora 