Global Certificate course On Deep Learning in Logistics

Global Online Certification Course on
Deep Learning in Logistics

Schedule: Last week of February 2022 || 15 Hrs. of Session + 10 Hrs. Practice.

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Reference Code: GCDLLFEB22

Course Instructors

About

NITIE is proud to present the Global Online Certif ication Course on “Deep Learning in Logistics” in association with Prof. Rahul Rai (Clemson University)

The course is self-contained comprehensive primer to deep learning, with a good balance between theory, numerical methods,and programming.

The application portion will be taught in the context of practical and applied methods in the logistics domain.

A wide variety of topics at the intersection of deep learning will be covered. Processing big data through a deep neural network to generate useful and actionable insights will be the primary focus

The course will focus on the basic concept learning approach, where the focus will be on covering basic elements of deep-learning through referred materials and programming assignments.

Course content:

Week 1	Types of ML Problems in Logistics domain & Intro to Optimization
Week 2	Intro to deep learning
Week 3	Neural Network Basics
Week 4	Shallow Neural Networks
Week 5	Shallow Neural Networks
Week 6	Deep Neural Networks
Week 7	Testing,Bias, and Overfitting
Week 8	Optimization Algorithms
Week 9	Hyperparameter Tuning, Batch Normalization, Programming Framew
Week 10	Deep Learning in Logistics Domain: Case Studies

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Course Fees

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For Bulk Registration from one organization

Faculty Coordinators:

• Prof. Rakesh Raut
• Prof. Ravindra Gokhale
• Prof. Ajaya Kumar Panda