LearnQuest
Machine Learning for Supply Chains Specialization

Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.

LearnQuest

Machine Learning for Supply Chains Specialization

Use Machine Learning in the Supply Chain. You will learn to use machine language techniques to analyze and predict retail stock in the supply chain.

Neelesh Tiruviluamala
Rajvir Dua

Instructors: Neelesh Tiruviluamala

3,033 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
3.9

(55 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
3.9

(55 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from LearnQuest
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 4 course series

Fundamentals of Machine Learning for Supply Chain

Course 113 hours3.9 (34 ratings)

What you'll learn

  • Learn to merge, clean, and manipulate data using Python libraries such as Numpy and Pandas

  • Gain familiarity with the basic and advaned Python functonalities such as importing and using modules, list compreohensions, and lambda functions.

  • Solve a supply chain cost optimization problem using Linear Programming with Pulp

Skills you'll gain

Category: Data Science
Category: Numpy
Category: Pandas
Category: Linear Programming (LP)
Category: Supply Chain

Demand Forecasting Using Time Series

Course 29 hours3.4 (30 ratings)

What you'll learn

  • Building ARIMA models in Python to make demand predictions

  • Developing the framework for more advanced neural netowrks (such as LSTMs) by understanding autocorrelation and autoregressive models.

Skills you'll gain

Category: Python Programming
Category: Autoregressive Integrated Moving Average (ARIMA)
Category: Time Series
Category: Machine Learning
Category: Demand Forecasting

Advanced AI Techniques for the Supply Chain

Course 322 hours3.5 (11 ratings)

What you'll learn

Skills you'll gain

Category: Bias–Variance Tradeoff
Category: Machine Learning
Category: Supply Chain
Category: Natural Language Processing
Category: Image Analysis

What you'll learn

  • Calcualte safety stock using SARIMA predictions combined with manipulaitng lead times.

Skills you'll gain

Category: SARIMA modeling
Category: Machine Learning
Category: timeseries
Category: Safety Stock
Category: demand prediction

Instructors

Neelesh Tiruviluamala
LearnQuest
8 Courses15,458 learners

Offered by

LearnQuest

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions