What is supply chain analytics?

Supply chain analytics is the foundation for making sense of the enormous amounts of data generated by supply chains so that businesses can make solid, data-driven decisions. It has been around for more than a century, but it has evolved dramatically—particularly with all of the technological advances that have been transforming the supply chain industry. It uses a mix of mathematical models, including machine learning and predictive modeling, along with data infrastructure and applications. It's also the foundation for integrating artificial intelligence and other cognitive technologies into the supply chain process. There are four types of supply chain analytics: • Predictive analytics helps organizations better understand the likely outcomes of different scenarios. • Descriptive analytics harnesses data visualization to provide answers about what has happened or is currently happening. • Cognitive analytics gives organizations the ability to answer complicated, complex questions in easy-to-understand ways. • Prescriptive analytics gives organizations the tools for solving problems and collaborating better to get the most out of their business efforts.

Why learn about supply chain analytics?

Learning about supply chain analytics empowers you with the skills and tools that you need for demand planning and forecasting, relieving pain points throughout the supply chain, solving inventory challenges, creating logistics strategies, and identifying opportunities—all of which make you a key player in helping businesses succeed and remain competitive. The knowledge and skills that you gain while learning about supply chain analytics aren't limited to just one industry. They apply across the business landscape, including companies ranging from pharmaceuticals to big-box retailers to power companies to government agencies.

What are typical careers that use supply chain analytics?

There are many careers and jobs that use supply chain analytics, including supply chain analysts, purchasing managers, and sourcing managers. Harvard Business Review estimates that the supply chain in the United States makes up 37% of all jobs in the country —and where there are supply chain jobs, there's a need for solid analytics. You can use your knowledge of supply chain analytics to switch to a new career or advance in your current one. It's a key building block for a variety of jobs, such as these: • Operations manager: A hands-on position that involves the direction and coordination of all operations, including producing and distributing products. Reviewing and understanding data is key for figuring out where to cut costs, improve processes, or boost productivity. • Logistics analyst: You'll be constantly analyzing supply chain processes to figure out where they can be optimized and improved while maintaining the databases that house all logistics information. • Supply chain manager: Customer service and safety play a big role in your job in addition to limiting costs and keeping a watchful eye on quotas and forecasts.

How can online courses on Coursera help me learn supply chain analytics?

Online courses on Coursera provide a mix of classroom learning and hands-on knowledge through a combination of courses and projects to give you comprehensive skills in business intelligence, regression analysis, and managing the supply chain. And at the end, you have a chance to earn a certificate to share with your professional network or potential employers. Course offerings come from a diverse mix of leading global universities and industry leaders. And you're joining a community of more than 71 million learners, all with your shared desire for exploring new fields and expanding your skills and knowledge.

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Supply Chain Analytics

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「supply chain analytics」の413件の結果

Rutgers the State University of New Jersey
Supply Chain Analytics
習得できるスキル： Supply Chain and Logistics, Leadership and Management, Supply Chain Systems, Entrepreneurship, Planning, Inventory Management, Strategy and Operations, Operations Management, Probability & Statistics, Business Analysis, Regression, Business Intelligence, Data Management, Marketing, Sales, Strategy, Accounting, Cost Accounting, Data Analysis, Material Handling, Problem Solving, Research and Design, Statistical Analysis, Forecasting, Performance Management, Procurement, Professional Development, Supplier Relationship Management, Big Data, Budget Management, Finance, Financial Analysis
4.6
（1.8k件のレビュー）
Beginner · Specialization · 3-6 Months
University of California, Irvine
Leverage Data Science for a More Agile Supply Chain
習得できるスキル： Supply Chain and Logistics, Strategy and Operations, Supply Chain Systems, Inventory Management, Operations Research, Research and Design, Forecasting, Leadership and Management, Probability & Statistics, Budget Management, Data Analysis, Entrepreneurship, Finance, Performance Management, Planning, Advertising, Communication
4.5
（39件のレビュー）
Intermediate · Specialization · 1-3 Months
Rutgers the State University of New Jersey
Supply Chain Analytics
習得できるスキル： Supply Chain Systems, Supply Chain and Logistics, Entrepreneurship, Leadership and Management, Planning, Accounting, Business Analysis, Cost Accounting, Data Analysis, Marketing, Material Handling, Problem Solving, Research and Design, Sales, Statistical Analysis, Strategy, Strategy and Operations
4.7
（723件のレビュー）
Beginner · Course · 1-4 Weeks
University of Illinois at Urbana-Champaign
Value Chain Management
習得できるスキル： Leadership and Management, Strategy and Operations, Accounting, Management Accounting, Marketing, Entrepreneurship, Sales, Strategy, Operations Management, Supply Chain and Logistics, Communication, Design and Product, Marketing Management, Product Marketing, Cost Accounting, Brand Management, Business Analysis, Customer Analysis, Market Analysis, Marketing Design, Research and Design, Budget Management, Business Psychology, Finance, Experiment, General Statistics, Probability & Statistics, Advertising, Behavioral Economics, Decision Making, Inventory Management, Market Research, Material Handling, Media Strategy & Planning, Product Lifecycle, Supply Chain Systems, Performance Management, Business Communication, Change Management
4.7
（4.7k件のレビュー）
Intermediate · Specialization · 3-6 Months
University of Pennsylvania
Operations Analytics
習得できるスキル： Business Analysis, Correlation And Dependence, Data Analysis, Forecasting, General Statistics, Operational Analysis, Operations Management, Operations Research, Probability & Statistics, Probability Distribution, Research and Design, Spreadsheet Software, Statistical Analysis, Strategy and Operations, Supply Chain and Logistics, Basic Descriptive Statistics, Data Visualization, Microsoft Excel, Plot (Graphics), Statistical Tests, Statistical Visualization, Accounting, Applied Mathematics, Computational Logic, Computer Programming, Computer Programming Tools, Data Analysis Software, Data Management, Data Structures, Decision Making, Entrepreneurship, Leadership and Management, Theoretical Computer Science
4.7
（4.9k件のレビュー）
Mixed · Course · 1-4 Weeks
Rutgers the State University of New Jersey
Supply Chain Analytics Essentials
習得できるスキル： Supply Chain Systems, Supply Chain and Logistics, Leadership and Management, Entrepreneurship, Operations Management, Planning, Strategy and Operations, Marketing, Performance Management, Procurement, Professional Development, Sales, Strategy, Supplier Relationship Management, Accounting, Big Data, Business Analysis, Data Analysis, Data Management, Financial Analysis, Inventory Management
4.5
（808件のレビュー）
Beginner · Course · 1-4 Weeks
LearnQuest
Machine Learning for Supply Chains
習得できるスキル： Data Management, Python Programming, Forecasting, Probability & Statistics, Computer Programming, Machine Learning, Statistical Programming, General Statistics, Artificial Neural Networks, Correlation And Dependence, Data Science, Natural Language Processing
3.5
（45件のレビュー）
Intermediate · Specialization · 3-6 Months
無料
University of Amsterdam
Data Analytics for Lean Six Sigma
習得できるスキル： Probability & Statistics, Data Visualization, General Statistics, Statistical Visualization, Data Analysis, Basic Descriptive Statistics, Correlation And Dependence, Statistical Tests, Probability Distribution, Regression, Statistical Analysis, Business Analysis, Business Psychology, Entrepreneurship, Experiment, Leadership and Management, Minitab, Operations Management, Organizational Development, Planning, Plot (Graphics), Statistical Programming, Strategy and Operations, Supply Chain and Logistics
4.8
（3k件のレビュー）
Beginner · Course · 1-3 Months

supply chain analyticsに関連する検索

supply chain analytics essentials

要約して、supply chain analytics の人気コース10選をご紹介します。

Supply Chain Analytics: Rutgers the State University of New Jersey
Supply Chain Analytics Certificate: IIM Calcutta
Leverage Data Science for a More Agile Supply Chain: University of California, Irvine
Supply Chain Analytics: Rutgers the State University of New Jersey
Value Chain Management: University of Illinois at Urbana-Champaign
Operations Analytics: University of Pennsylvania
Supply Chain Analytics Essentials: Rutgers the State University of New Jersey
Machine Learning for Supply Chains: LearnQuest
Supply Chain Network Optimization Using MILP on RStudio: Coursera Project Network
Data Analytics for Lean Six Sigma: University of Amsterdam

サプライチェーンアナリティクスに関するよくある質問

Supply chain analytics is the foundation for making sense of the enormous amounts of data generated by supply chains so that businesses can make solid, data-driven decisions. It has been around for more than a century, but it has evolved dramatically—particularly with all of the technological advances that have been transforming the supply chain industry. It uses a mix of mathematical models, including machine learning and predictive modeling, along with data infrastructure and applications. It's also the foundation for integrating artificial intelligence and other cognitive technologies into the supply chain process. There are four types of supply chain analytics:
• Predictive analytics helps organizations better understand the likely outcomes of different scenarios. • Descriptive analytics harnesses data visualization to provide answers about what has happened or is currently happening.
• Cognitive analytics gives organizations the ability to answer complicated, complex questions in easy-to-understand ways. • Prescriptive analytics gives organizations the tools for solving problems and collaborating better to get the most out of their business efforts.‎
Learning about supply chain analytics empowers you with the skills and tools that you need for demand planning and forecasting, relieving pain points throughout the supply chain, solving inventory challenges, creating logistics strategies, and identifying opportunities—all of which make you a key player in helping businesses succeed and remain competitive. The knowledge and skills that you gain while learning about supply chain analytics aren't limited to just one industry. They apply across the business landscape, including companies ranging from pharmaceuticals to big-box retailers to power companies to government agencies.‎
There are many careers and jobs that use supply chain analytics, including supply chain analysts, purchasing managers, and sourcing managers. Harvard Business Review estimates that the supply chain in the United States makes up 37% of all jobs in the country—and where there are supply chain jobs, there's a need for solid analytics. You can use your knowledge of supply chain analytics to switch to a new career or advance in your current one. It's a key building block for a variety of jobs, such as these:
• Operations manager: A hands-on position that involves the direction and coordination of all operations, including producing and distributing products. Reviewing and understanding data is key for figuring out where to cut costs, improve processes, or boost productivity. • Logistics analyst: You'll be constantly analyzing supply chain processes to figure out where they can be optimized and improved while maintaining the databases that house all logistics information. • Supply chain manager: Customer service and safety play a big role in your job in addition to limiting costs and keeping a watchful eye on quotas and forecasts.‎
Online courses on Coursera provide a mix of classroom learning and hands-on knowledge through a combination of courses and projects to give you comprehensive skills in business intelligence, regression analysis, and managing the supply chain. And at the end, you have a chance to earn a certificate to share with your professional network or potential employers. Course offerings come from a diverse mix of leading global universities and industry leaders. And you're joining a community of more than 71 million learners, all with your shared desire for exploring new fields and expanding your skills and knowledge.‎