No-Code Ai For Operations Management
Date: 3 June 2025 | Posted by: AD-TEAM
No-Code Ai For Operations Management
Published 5/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.24 GB | Duration: 5h 1m
Enhance efficiency and productivity with AI-driven automation using Altair RapidMiner AI Studio
What you'll learn
Comprehensive Knowledge: Participants will understand AI concepts and their applications in the operations industry.
Practical Skills: Learners will be adept at using Altair RapidMiner AI Studio to build and deploy AI models without coding.
Project Implementation: Participants will complete a capstone project, demonstrating their ability to apply no-code AI tools in real-world operations scenario
Improved Decision-Making: Enhanced analytical and decision-making skills through the practical application of AI techniques in operations.
Industry Readiness: Graduates will be equipped with the knowledge and skills required to leverage AI in operations management roles effectively.
Requirements
No programming skills are required. Just strong operations management skills will be enough.
Description
This course is designed to empower operations management professionals with cutting-edge AI capabilities—without the complexities of traditional coding. In today's dynamic business landscape, AI is redefining operational efficiency, driving data-informed decision-making, and revolutionizing resource management. This course provides a structured pathway to understanding, applying, and mastering No-Code AI solutions, making them accessible for professionals at all levels.You will begin by exploring AI's seamless integration into daily business functions, gaining insight into how leading organizations use AI to streamline workflow, enhance productivity, and foster innovation. Through engaging case studies and industry examples, you'll understand how AI optimizes resource allocation, predictive maintenance, supply chain management, and risk assessment—transforming operations into a more agile and resilient ecosystem.The course lays a robust foundation in AI fundamentals—the why, where, what, and how—before guiding you through the full AI project lifecycle, customized for operational applications. You'll gain hands-on experience with intuitive No-Code AI platforms, using Altair RapidMiner AI Studio to build tangible, real-world solutions that address key operational challenges.To solidify your expertise, the course culminates in a capstone project, where you'll design and implement a comprehensive AI-driven solution tailored to a specific operations management challenge. This holistic approach ensures that you not only understand AI conceptually but can also apply it strategically—positioning yourself at the forefront of digital transformation in operations management.
Overview
Section 1: Introduction
Lecture 1 Why take this course?
Lecture 2 Course Objectives and Expected Outcomes
Section 2: AI around us
Lecture 3 AI around us - Part-1
Lecture 4 AI around us - Part-2
Lecture 5 AI in industry: How it works
Section 3: AI Industry Applications in Operations Management
Lecture 6 Demand Forecasting
Lecture 7 Supply Chain Optimization
Lecture 8 Predictive Maintenance
Lecture 9 Quality Control
Lecture 10 Inventory Management
Lecture 11 Production Scheduling
Lecture 12 Logistics Optimization
Lecture 13 Supplier Management
Lecture 14 Process Automation
Lecture 15 Customer Service
Section 4: Exploring Artificial Intelligence
Lecture 16 What is AI?
Lecture 17 Narrow Vs General Vs Super AI
Lecture 18 Machine Learning and its types
Lecture 19 Popular Industry Use Cases of Machine Learning
Lecture 20 Deep Learning & its Industry Applications
Lecture 21 Data Science & its Industry Applications
Lecture 22 AI in Nutshell
Lecture 23 Dispelling Myths about AI
Section 5: Understanding No-Code AI
Lecture 24 Introduction to No-Code AI
Lecture 25 Popular No-Code AI Platforms
Section 6: Getting started with Altair RapidMiner AI Studio
Lecture 26 Step-by-Step Installation
Lecture 27 Understanding the Interface
Lecture 28 Getting Started with the Platform
Lecture 29 Importing Data into the Platform
Section 7: Working with Altair RapidMiner AI Studio
Lecture 30 Data Management: Handling Missing Values
Lecture 31 Data Normalization: Detecting and Managing Outliers
Lecture 32 Filtering Techniques: Refining Data Selection
Lecture 33 Dataset Integration: Merging Data Sources for Insights
Lecture 34 Data Aggregation: Blending Data for Analysis
Lecture 35 Feature Engineering: Data Attributes
Lecture 36 Discretization Strategies: Enhancing Data Representation
Lecture 37 My First No-Code AI Project
Section 8: No-Code AI Capstone Project - Project Framework & Overview
Lecture 38 Project Prelude: Unravelling the Problem Statement
Lecture 39 Setting the Context: Unveiling the Project Background
Lecture 40 Project Objectives and Expected Outcomes
Lecture 41 Data Discovery Journey: Exploring the Dataset
Lecture 42 Project Implementation Approach: Understanding Project Step-by-Step
Section 9: No-Code AI Capstone Project - Hands-on Implementation
Lecture 43 Hands-on Data Dive: Importing the Dataset
Lecture 44 Hands-on EDA Essentials: Navigating the Data Landscape
Lecture 45 Hands-on Tidy-up: Mastering Data Cleaning
Lecture 46 Hands-on Readiness: Mastering Data Preprocessing
Lecture 47 Hands-on Learning: Training the Prediction Model
Lecture 48 Hands-on Evaluation: Testing the Prediction Model
Lecture 49 Hands-on Spotlight on Outcome: The Result and Performance Analysis
Lecture 50 Hands-on Insights: Extending the project learnings
Operations Management Students & Recent Graduates - Ideal for individuals studying operations management or closely related disciplines who wish to gain practical AI skills without needing a programming background.,Operations Managers & Team Leaders - Tailored for mid-level professionals overseeing day-to-day operations, logistics, and process optimization, looking to integrate no-code AI into their workflow for improved efficiency.,Process Improvement Specialists & Business Analysts - Perfect for those focused on optimizing workflows and enhancing operational performance through data-driven insights, who want to utilize AI tools without the barrier of coding.,Emerging Operations Leaders & Non-Technical Professionals - Suited for aspiring leaders who come from non-technical backgrounds, eager to leverage AI innovations to drive digital transformation and operational excellence.,Senior Operations Executives (e.g., COOs, VP of Operations) - Beneficial for high-level decision-makers seeking scalable, easily implementable AI solutions that can streamline processes, reduce costs, and foster innovation across their organizations.
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