AI Foundations: Search Algorithms and Logical Reasoning

Master the core principles of search strategies, metaheuristics, and deductive logic to build intelligent problem-solving systems.

4.8 (324) ⏱ 1h 56m 📚 10 lessons 🎧 Audio version

About this course

Understanding how machines think begins with the core concepts of search and logic. This text-based course guides you through the foundational techniques that powered the first waves of artificial intelligence and remain critical in solving complex computational problems today. You will develop a rigorous understanding of how to frame problems for an AI to solve, moving from basic goal-seeking to advanced logical inference. By the end of this course, you will be able to apply classical AI methodologies to modern challenges in pathfinding, planning, and automated reasoning. * Understand core terminology and the historical development of artificial intelligence * Practice search techniques including depth-first, breadth-first, and heuristic-based methods * Apply metaheuristic strategies to find solutions in large, complex search spaces * Implement game-playing logic for strategic decision-making and competition * Master deductive reasoning using propositional logic and first-order logic * Design planning sequences to achieve specific goals in automated environments * Explore how classical logic connects to modern knowledge graphs and neuro-symbolic AI The course starts with foundational definitions and the history of the field, then moves into algorithmic search methods and formal logical systems. It concludes with an overview of how these classic techniques are applied in current technology. This course is designed for beginners who want a deep understanding of AI fundamentals without needing prior specialized knowledge. Begin your journey into the logic and mechanics of artificial intelligence today.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 🎧 Audio version included
    Learn on the go — no screen needed
  • ♾️ Lifetime access
    Come back anytime, no expiry
  • 📱 Phone or computer
    Works anywhere, any device
  • 💸 30-day refund
    No questions asked
  • Short & focused
    1h 56m of practical content

Reviews (4)

Alejandro Castillo PA Verified learner
★ 5 · 2025-11-28T03:38:08+00:00

A truly excellent learning experience. The flow was logical and the examples were super helpful.

Romain Michel MC
★ 4 · 2025-06-27T05:52:08+00:00

This was a great learning experience. Very clear explanations and a logical flow that made complex ideas easy to grasp.

Rasheed Alabi NG Verified learner
★ 5 · 2025-03-18T12:50:08+00:00

This was exactly what I was looking for. The explanations were so clear and the examples really helped solidify the concepts.

Camila Muñoz CL Verified learner
★ 3 · 2024-12-21T03:02:08+00:00

This was a good introduction. The structure is logical, and it covers the basics effectively. Might be too introductory for advanced learners.

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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe, or with cryptocurrency. We do not store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 30 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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