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Coursera

Unlocking AI and ML : Your Path to Smart Business Solutions

Fractal Analytics via Coursera

Overview

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Step into the transformative world of Artificial Intelligence (AI) and Machine Learning (ML) with this beginner-friendly course. You’ll start by discovering how to identify the right data, prepare it for AI applications, and extract insights that create strategic impact. You’ll also explore foundational AI and ML concepts, including Generative AI, neural networks, and responsible AI practices, all explained in a practical, business-focused context. No coding experience is required, just curiosity and a desire to understand how AI can shape smarter decisions and future-ready strategies. By the end of this course, you’ll be equipped to evaluate real-world challenges, assess opportunities, and apply AI/ML solutions responsibly to drive meaningful outcomes.

Syllabus

  • What is the Problem?
    • Learn to identify business problems suitable for AI and translate them into actionable problem statements with measurable outcomes.
  • Data - The Fuel of AI
    • Understand data types, quality, privacy, and preparation techniques essential for AI and GenAI readiness.
  • Not Every AI Problem Needs an ML Model
    • Explore data analytics techniques and how to use them for insight-driven decisions without always relying on ML.
  • AI-ML Primer
    • Get introduced to AI and ML fundamentals, algorithms, and real-world applications shaping today’s digital economy.
  • The Generative AI Revolution
    • Dive into Generative AI, neural networks, and transformers to understand the technologies powering modern AI.
  • AI-ML and the Future
    • Explore career paths, industry applications, and the importance of ethical AI in shaping a responsible future.

Taught by

Fractal Analytics Academy

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