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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Click here for Registration

Reference Code: GCDLLFEB22

Course Instructors

Instructors

Prof. Rahul Rai

Department of Automotive Engineering, Clemson University,

International Center for Automotive Research (CU-ICAR) Greenville, SC.

Instructors

Prof. Rakesh Raut

Operations and Supply Chain Management National Institute of Industrial Engineering (NITIE),

Mumbai, Maharashtra, India

Instructors

Prof. Ravindra Gokhale

Operations and Supply Chain Management National Institute of Industrial Engineering (NITIE),

Mumbai, Maharashtra, India


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

Get Certified

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Course Fees

For Individual Registrations

Category Fee Category Fee Rate (inclusive of all)
Participants from India Student INR 2,000/- per participant
Academician / Faculty INR 3,000/- per participant
NITIE Alumni INR 3,000/- per participant
Industry Professionals / Others INR 5,000/- per participant
Foreign Participants Any USD 100 per participant (inclusive of all)

For Bulk Registration from one organization

Number of Participants Student Industry Professionals
11 to 20 INR 1900/- Per participants INR 4800/- Per participants
21 to 35 INR 1800/- Per participants INR 4700/- Per participants
36 to 50 INR 1700/- Per participants INR 4600/- Per participants
51 and Above INR 1600/- Per participants INR 4500/- Per participants

Faculty Coordinators:

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

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