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Artificial Intelligence (AI) in Supply Chain Management Course

Artificial Intelligence (AI) in Supply Chain Management Course
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    Live Online Classes starting on 8th Jun 2024
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    Instructor-led AI in Supply Chain Management live online Training Schedule

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    Why enroll for AI in Supply Chain Management?

    pay scale by Edureka courseThe global Gen AI in supply chain market was worth $301.83 Mn in 2022 and is forecasted to grow at a CAGR of 45.62% to reach $12,941.14 Mn by 2032
    Industries62% of firms anticipate significant AI-driven changes in supply chain management within the upcoming two years, foreseeing substantial impact
    Average Salary growth by Edureka courseAI can predict supply chain business outcomes with about 95% accuracy, enhancing decision-making and efficiency in the industry

    Artificial Intelligence (AI) in Supply Chain Management Course Benefits

    The market for generative AI is projected to grow to $1.3 trillion by 2032, and AI is expected to displace 85 million jobs globally by 2025. AI is increasingly crucial in supply chain management to stay competitive and tackle industry challenges, and certification in AI-driven supply chain management enhances career prospects.
    Annual Salary
    Supply Chain Manager average salary
    Hiring Companies
     Hiring Companies
    Want to become a Supply Chain Manager?
    Annual Salary
    Supply Chain Analyst average salary
    Hiring Companies
     Hiring Companies
    Want to become a Supply Chain Manager?
    Annual Salary
    Logistics Analyst average salary
    Hiring Companies
     Hiring Companies
    Want to become a Supply Chain Manager?

    Why AI in Supply Chain Management from edureka

    Live Interactive Learning

    Live Interactive Learning

    • World-Class Instructors
    • Expert-Led Mentoring Sessions
    • Instant doubt clearing
    Lifetime Access

    Lifetime Access

    • Course Access Never Expires
    • Free Access to Future Updates
    • Unlimited Access to Course Content
    24x7 Support

    24x7 Support

    • One-On-One Learning Assistance
    • Help Desk Support
    • Resolve Doubts in Real-time
    Hands-On Project Based Learning

    Hands-On Project Based Learning

    • Industry-Relevant Projects
    • Course Demo Dataset & Files
    • Quizzes & Assignments
    Industry Recognised Certification

    Industry Recognised Certification

    • Edureka Training Certificate
    • Graded Performance Certificate
    • Certificate of Completion

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    About your AI in Supply Chain Management

    Skills Covered in Artificial Intelligence in Supply Chain Management Course

    • skillLeveraging Generative AI
    • skillInventory Management
    • skillDemand Forecasting
    • skillSupply Chain Management
    • skillProduction Flow Analysis
    • skillLogistics Optimization

    Tools Covered in AI in Supply Chain Course

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    AI in Supply Chain Management Course Curriculum

    Curriculum Designed by Experts

    AdobeIconDOWNLOAD CURRICULUM

    Introduction to AI for Supply Chain Management

    14 Topics

    Topics

    • Introduction to AI and Generative AI
    • Introduction to ChatGPT and OpenAI
    • Introduction to Prompt Engineering
    • Prompt Engineering for SCM
    • Prompt Design Strategies
    • Types of Prompting
    • How to Get Better Responses from ChatGPT
    • Introduction to Supply Chain Management
    • Challenges in Traditional Supply Chains
    • Applications of AI in Supply Chain Management
    • Benefits of AI Adoption
    • Case Studies
    • Ethical Considerations and Sustainability in AI-Driven Supply Chains
    • Future Trends: AI, 5G, and the Smart Supply Chain

    skillHands-on Projects

    • Implementing Prompt Engineering for Different Scenarios
    • Case Study Analysis
    • Ethical Decision-Making

    skillSkills You will Learn

    • Generative AI Understanding
    • Explore the power of ChatGPT
    • Crafting Effective Prompts
    • Supply Chainย Analysis

    Foundations and Principles of Supply Chain Management

    12 Topics

    Topics

    • Evolution of Operations: Craftsmanship to Industry 4.0
    • Quality Management: Cost, Reporting, Six Sigma, Control Charts
    • Product Design Strategies
    • Service Design: Queuing System Analysis
    • Process Selection Strategies: Break-even Analysis, Annualization
    • Facility Location Selection
    • Capacity Planning and Facility Design: Production Flow Analysis
    • Technology Learning and Bullwhip Effect
    • Lean Manufacturing Principles
    • Global Supply Chain Management
    • Legal and Regulatory Issues in SCM
    • Emerging Trends and Technologies in SCM

    skillHands-on Projects

    • Data Analysis
    • Simulations

    skillSkills You will Learn

    • Data Analysis
    • Simulation Modeling
    • Critical Thinking
    • Problem Solving
    • Legal and Regulatory Knowledge

    Advanced Supply Chain Planning and Management

    16 Topics

    Topics

    • Understanding Data Management and Analysis in SCM
    • AI-based Applications in Supply Chain Management
    • Generative Models: GANs, VAEs, and Beyond
    • Anomaly Detection and Predictive Maintenance using Generative Models
    • Simulation Modeling for Supply Chain Design with Generative AI
    • Production Planning with Generative AI Techniques
    • Leveraging Unsupervised Learning for Supply Chain Optimization
    • Procurement Optimization
    • Risk Management and Resilience in Supply Chains with Generative AI
    • AI for Route Optimization and Transportation Management
    • Autonomous Vehicles and Drones in Logistics
    • Intelligent Load Balancing and Resource Allocation in Logistics
    • Last-Mile Delivery Optimization with AI
    • Multi-Modal Transportation Optimization with AI
    • Aggregate planning & scheduling
    • Best Practices in Applying Generative AI to SCM

    skillHands-on Projects

    • Data Analysis
    • AI Implementation
    • Simulation Modeling
    • Unsupervised Learning Application
    • Risk Management Analysis
    • Collaborative Logistics Implementation

    skillSkills You will Learn

    • Data Analysis
    • AI Implementation
    • Simulation Modeling
    • Risk Management Analysis
    • Environmental Sustainability

    Implementing AI in Supply Chain Management

    9 Topics

    Topics

    • Strategy Development for AI Adoption
    • Reinforcement Learning Applications in Supply Chain Planning
    • Hybrid Layout Optimization through Clustering Techniques
    • Dynamic Pricing and Online Advertisement Strategies using Bandit Algorithms
    • Automated Warehouse Management Systems
    • Demand Forecasting and Regression Analysis in Supply Chain Optimization
    • Multi-Agent Systems for Collaborative Supply Chain Decision Making
    • Predictive Maintenance and Asset Management using Machine Learning
    • Real-Time Supply Chain Visibility and Predictive Analytics

    skillHands-on Projects

    • Implementing and fine-tuning reinforcement learning algorithms for supply chain planning
    • Applying clustering techniques to optimize warehouse layout design
    • Designing and testing dynamic pricing strategies
    • Conducting demand forecasting using regression analysis
    • Implementing predictive maintenance and asset management systems

    skillSkills You will Learn

    • Data Analysis and Interpretation
    • Machine Learning and Optimization
    • Decision-Making and Strategic Thinking

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    About the AI in Supply Chain Course

    What is Artificial Intelligence (AI) in Supply Chain Management Course?

    The AI in Supply Chain Course is designed to provide learners with a comprehensive understanding of how AI technologies can revolutionize and optimize supply chain operations. This course covers a wide range of topics, including demand forecasting, inventory management, logistics optimization, and predictive analytics, all within the context of supply chain management. Learners will learn about the latest AI techniques and tools used in the industry, such as machine learning algorithms and Generative AI models. Through hands-on projects and case studies learners will gain practical experience in applying AI solutions to real-world supply chain challenges.

      Why take up this AI in Supply Chain Course?

      Enrolling in the AI in Supply Chain Management course offers compelling advantages, it gives learners the skills and knowledge they need to use AI technologies to optimize supply chain operations, increase efficiency, and cut costs. This certification provides a competitive edge by demonstrating proficiency in high-demand areas such as data analysis, machine learning, and logistics optimization. Furthermore, supply chain management is becoming more and more dependent on AI, which helps people stay ahead of the curve, prepared to take on new opportunities and overcome industry challenges. Additionally, obtaining a certification in AI-driven supply chain management improves one's chances for career advancement and opens doors to a variety of job roles.

        Who should take up this Artificial Intelligence in Supply Chain Management Course?

        The AI in Supply Chain course is suitable for:
        • Supply Chain Professionals
        • Procurement Specialists
        • Logistics Managers
        • Business Strategists
        • Entrepreneurs
        • Anyone interested in Supply Chain Management

        What are the prerequisites for this AI in Supply Chain Course?

        There are no prerequisites required for this Artificial Intelligence (AI) course in Supply Chain Management. However, it is beneficial to have:
        • Basic Python Programming Knowledge
        • Problem Solving Skills

        What are the system requirements for this Artificial Intelligence (AI) course in Supply Chain Management?

        The system requirements for an AI in Supply Chain Course include:
        • A laptop or desktop computer with a minimum of 8 GB RAM with Intel Core-i3 and above processor to run machine learning models is required.
        • A stable and high-speed internet connection is necessary for accessing online course materials, videos, and software.

        How will I execute the practicals in this Artificial Intelligence (AI) in Supply Chain Management Course?

        Practicals for this course will be implemented using Python, VS Code and Jupyter Notebook. Detailed step-by-step installation guides are available on the LMS. In case you come across any doubt, the 24*7 support team will promptly assist you.

          AI in Supply Chain Management Certification Course Projects

           certification projects

          Forecasting demand for a product

          The company faces challenges in accurately forecasting the demand for its product, leading to inventory shortages or excesses, inefficient production planning, and suboptimal sup....
           certification projects

          AI-driven Supplier Performance Analysis and Optimization

          The company faces challenges in effectively managing supplier relationships and ensuring consistent performance across its supply chain network. Variability in delivery times, pr....

          Artificial Intelligence (AI) in Supply Chain Management Certification

          To unlock Edurekaโ€™s AI in Supply Chain course completion certificate, you must ensure the following:
          • Completely participate in this Artificial Intelligence (AI) in Supply Chain Management Course.
          • Evaluation and completion of the quizzes and projects listed.
          The certification in Artificial Intelligence (AI) in Supply Chain Management provides a significant advantage in the job market by equipping individuals with crucial skills and credentials necessary for success in supply chain management. It boosts career prospects, enhances employability, and serves as a recognized validation of proficiency in utilizing AI technologies to streamline supply chain operations. Certified professionals showcase expertise in data analysis, machine learning, and logistics optimization, distinguishing themselves to employers across various industries. This contributes to improved efficiency, innovation, and cost-effectiveness in supply chain processes.
          After completing an Artificial Intelligence (AI) in Supply Chain Management certification course, individuals can pursue various job roles, including:
          • Supply Chain Analyst
          • Logistics Engineer
          • Demand Planner
          • Operations Manager
          • AI Solution Architect
          • Supply Chain Consultant
          • Inventory Manager
          • Procurement Analyst
          • Transportation Planner
          • Sustainability Analyst
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          AI in Supply Chain Course FAQs

          What is the significance of AI in Supply Chain Management?

          AI enhances supply chain efficiency by enabling predictive analytics, demand forecasting, optimization, and automation, leading to cost savings and improved decision-making.

          How does AI improve demand forecasting in supply chains?

          AI algorithms analyze historical data, market trends, and external factors to generate accurate demand forecasts, reducing inventory costs and stockouts while improving customer satisfaction.

          Will I get placement assistance after completing this AI in Supply Chain Course?

          To help you in this endeavor, we have added a resume builder tool in your LMS. Now, you will be able to create a winning resume in just 3 easy steps. You will have unlimited access to use these templates across different roles and designations. All you need to do is, log in to your LMS and click on the "create your resume" option.

          Who are the instructors for Artificial Intelligence in Supply Chain Course?

          All the instructors at edureka are practitioners from the Industry with a minimum of 10-12 years of relevant experience. They are subject matter experts and are trained by edureka to provide an awesome learning experience to the participants.

          What if I have more queries after completion of the AI in Supply Chain Course?

          Just give us a CALL at +91 98702 76459/1844 230 6365 (US Tollfree Number) OR email at sales@edureka.co.

          What if I miss a class on Artificial Intelligence in Supply Chain Management Course?

          You will never miss a lecture at Edureka! You can choose either of the two options:
          • View the recorded class session available in your LMS.
          • You can attend the missed session or any other live batch.
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