Data Analytics for Supply Chain Optimization
( 30 Modules )

Module #1
Introduction to Supply Chain Optimization
Overview of supply chain management, importance of optimization, and role of data analytics

Module #2
Data Analytics Fundamentals
Basics of data analytics, types of data, and data visualization

Module #3
Supply Chain Data Sources and Collection
Overview of common data sources in supply chain, data collection methods, and data quality issues

Module #4
Data Preprocessing and Cleaning
Importance of data preprocessing, data cleaning techniques, and data transformation

Module #5
Descriptive Analytics for Supply Chain
Using descriptive analytics to understand supply chain performance, key performance indicators (KPIs), and data visualization

Module #6
Predictive Analytics for Supply Chain
Introduction to predictive analytics, regression analysis, and time series forecasting

Module #7
Inventor Optimization using Analytics
Using analytics to optimize inventory levels, inventory modeling, and inventory optimization techniques

Module #8
Network Optimization using Analytics
Using analytics to optimize supply chain networks, network modeling, and network optimization techniques

Module #9
Route Optimization using Analytics
Using analytics to optimize routes, route modeling, and route optimization techniques

Module #10
Sourcing and Procurement Analytics
Using analytics to optimize sourcing and procurement, spend analysis, and supplier performance management

Module #11
Demand Forecasting using Analytics
Using analytics to improve demand forecasting, demand modeling, and demand forecasting techniques

Module #12
Supply Chain Risk Management using Analytics
Using analytics to identify and mitigate supply chain risks, risk modeling, and risk assessment

Module #13
Supply Chain Sustainability using Analytics
Using analytics to improve supply chain sustainability, sustainability metrics, and sustainable supply chain practices

Module #14
Big Data Analytics for Supply Chain
Introduction to big data analytics, advantages and challenges, and big data analytics tools

Module #15
Machine Learning for Supply Chain Optimization
Introduction to machine learning, machine learning algorithms, and applications in supply chain optimization

Module #16
Cloud-based Analytics for Supply Chain
Cloud-based analytics platforms, benefits, and challenges

Module #17
Case Studies in Supply Chain Optimization using Analytics
Real-world case studies of supply chain optimization using analytics

Module #18
Implementation Roadmap for Analytics in Supply Chain
Guidelines for implementing analytics in supply chain, change management, and ROI calculation

Module #19
Supply Chain Analytics Tools and Technologies
Overview of supply chain analytics tools and technologies, including ERP, CRM, and specialized analytics platforms

Module #20
Data Governance for Supply Chain Analytics
Importance of data governance, data governance framework, and data quality management

Module #21
Supply Chain Analytics for Competitive Advantage
Using analytics to gain competitive advantage in supply chain, benchmarking, and best practices

Module #22
Global Supply Chain Analytics
Challenges and opportunities in global supply chain analytics, cultural and language differences, and global analytics platforms

Module #23
Blockchain and IoT in Supply Chain Analytics
Introduction to blockchain and IoT in supply chain, applications, and use cases

Module #24
Artificial Intelligence in Supply Chain Analytics
Introduction to artificial intelligence in supply chain, applications, and use cases

Module #25
Supply Chain Analytics in Digital Economy
Impact of digital economy on supply chain analytics, digital transformation, and digital supply chain management

Module #26
Cybersecurity in Supply Chain Analytics
Importance of cybersecurity in supply chain analytics, threats, and best practices

Module #27
Collaborative Analytics in Supply Chain
Collaborative analytics in supply chain, benefits, and challenges

Module #28
Real-time Analytics in Supply Chain
Real-time analytics in supply chain, benefits, and challenges

Module #29
Supply Chain Analytics for Social Good
Using analytics to drive social good in supply chain, sustainability, and social responsibility

Module #30
Course Wrap-Up & Conclusion
Planning next steps in Data Analytics for Supply Chain Optimization career

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Data Analytics for Supply Chain Optimization ( 30 Modules )

Data Analytics for Supply Chain Optimization
( 30 Modules )