Mba: Ai Technologies For Business And Management




What you'll learn
Demystifying AI for Business: Gain a solid understanding of fundamental Machine Learning concepts and how they underpin AI technologies.
AI-powered Planning & Strategy: Learn how to integrate AI tools and techniques into the business planning process.
Extracting Value from AI: Develop a critical eye to evaluate how AI can add value across various business functions.
Project-based Learning: Apply your acquired knowledge and skills through a hands-on project.
Developing an AI Mindset: Throughout the course, you'll cultivate an "AI mindset" that allows you to critically evaluate situations and identify potential app
Requirements
Prior knowledge: Business, IT Skills, Critical Thinking Skills, Problem Solving Skills, Team Building Skills, Colaborating work Skills
IT Skills: General IT Skills, Proficiency in programming languages is not required
Description
This comprehensive MBA-level course equips you with the knowledge and skills to leverage Artificial Intelligence (AI) across various business functions. Go beyond the hype and gain practical expertise in transforming data into actionable insights that inform strategic business planning and decision-making.Harness AI for Smarter Decisions: Learn how to transform data into actionable insights that inform strategic business planning and decision-making. (Module 1)Demystify Machine Learning: Gain a foundational understanding of Machine Learning, a core technology powering AI. Explore its capabilities and limitations for solving real-world business problems. (Module 2)Unlock the Value of AI Decisions: Dive deep into how AI analyzes data to make valuable decisions. Discover how AI can optimize your decision-making processes and generate significant business value. (Module 3)Apply AI Solutions to Real-World Challenges: Put your knowledge into action! Participate in a project-based learning experience. You'll work in teams to identify a real business problem and propose an innovative AI-powered solution. Develop a compelling presentation outlining your solution and its potential impact on the chosen business. (Module 4)By the end of this course, you'll be able to:Confidently discuss AI concepts and their applications in business.Leverage AI tools and techniques to gain valuable insights from data.Evaluate the potential of AI for solving specific business problems within your chosen field.Collaborate effectively in teams to design and present AI-powered solutions.
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 The Course Details
Section 2: Using (AI) Technologies for Business Planning and Decision-making
Lecture 3 Types of Machine Learning Algrothrims
Lecture 4 Data Sources
Lecture 5 Knowledge-acquisition
Lecture 6 Knowledge representation
Lecture 7 Decision Making Processes
Lecture 8 Value Creation
Lecture 9 Case Study: Retail Revolution: AI-powered Personalization at Macy's
Section 3: Fundamentals Machine Learning for AI
Lecture 10 Fundamental Machine Learning for AI
Lecture 11 Importance and Types of Machine Learning
Lecture 12 Choose and Build the Right Machine Learning Model
Lecture 13 Machine Learning Techniques
Lecture 14 Machine learning applications for enterprises
Section 4: Exploring AI Decision-making Can Add Value
Lecture 15 Optimizing AI Decision making process
Lecture 16 Exploring AI Decision-making and How it Can Add Value
Lecture 17 10 ways of AI help to Leaders
Section 5: Applications of AI in Solving Business Problems
Lecture 18 Project Proposal-Application of AI in Solving Business Problems
Lecture 19 Phase 1- Identify the Business Problems
Lecture 20 Phase 2-Research AI Solution
Lecture 21 Phase 3- Develop AI Solution & Its Impact on Business Decision Making
Lecture 22 Phase 4- Presentation & Evaluation
Lecture 23 Project: Leveraging Machine Learning for Smarter Accounts Payable Decisions
This course is valuable for anyone belongs to any back ground preferably:,Business graduates,Entrepreneurs and professionals



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