LearnQuest
Machine Learning for Supply Chains Specialization
3,635 enrolled
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.

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Get in-depth knowledge of a subject

(65 reviews)

Intermediate level

Recommended experience

Flexible schedule
1 month at 10 hours a week
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(65 reviews)

Intermediate level

Recommended experience

Flexible schedule
1 month at 10 hours a week
Earn a career credential
Share your expertise with employers

What you'll learn

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
17 practice exercises

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

Specialization - 4 course series

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: Python Programming
Category: Data Structures
Category: Data Manipulation
Category: NumPy
Category: Programming Principles
Category: Pandas (Python Package)
Category: Data Analysis
Category: Data Cleansing
Category: Supply Chain Management
Category: Data Science
Category: Jupyter
Category: Linear Algebra
Category: Data Visualization Software
Category: Supply Chain
Category: Operations Research
Category: Computer Programming
Category: Supply Chain Planning

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: Time Series Analysis and Forecasting
Category: Regression Analysis
Category: Forecasting
Category: Correlation Analysis
Category: Data Manipulation
Category: Applied Machine Learning
Category: Statistical Methods
Category: Pandas (Python Package)
Category: Probability & Statistics
Category: Scikit Learn (Machine Learning Library)
Category: Machine Learning
Category: Trend Analysis
Category: Predictive Modeling
Category: Demand Planning
Category: Matplotlib
Category: Python Programming
Category: Statistical Analysis
Category: Exploratory Data Analysis

What you'll learn

Skills you'll gain

Category: Artificial Neural Networks
Category: Machine Learning Algorithms
Category: Image Analysis
Category: Applied Machine Learning
Category: Supply Chain
Category: Supervised Learning
Category: Unsupervised Learning
Category: Anomaly Detection
Category: Predictive Modeling
Category: Machine Learning
Category: Deep Learning
Category: Natural Language Processing
Category: Computer Vision

What you'll learn

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

Skills you'll gain

Category: Time Series Analysis and Forecasting
Category: Exploratory Data Analysis
Category: Predictive Analytics
Category: Data Analysis
Category: Pandas (Python Package)
Category: Predictive Modeling
Category: Data Manipulation
Category: Feature Engineering
Category: Inventory Management
Category: Demand Planning
Category: Machine Learning
Category: Inventory Management System
Category: Forecasting
Category: Matplotlib

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Instructors

Neelesh Tiruviluamala
LearnQuest
8 Courses18,624 learners
Rajvir Dua
LearnQuest
8 Courses18,624 learners

Offered by

LearnQuest

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