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Mammoth Club All levels 5 sections 15 lectures

Intro to AI: AI Foundation Specialist 101 (AIFS-101)

Master the Fundamentals of Artificial Intelligence | Beginner-Friendly AI Course | Professional Certificate Program

01
Skill level
All levels
02
Sections
5
03
Lectures
15
04
Instructor
Alex Kropf
What's inside

This course includes.

5
Sections
2
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

5 sections · 15 lectures
+ Welcome 3 lectures Preview
What is AI? Definition and Scope Free preview
What is Machine Learning? Free preview
Branches of Machine Learning Free preview
+ Types of Machine Learning Models 4 lectures
Regression Machine Learning Models Free preview
Tree-Based Models Free preview
Distance-Based Models Locked
Probabilistic Models Locked
+ Generative AI and Language Models 2 lectures
What is Generative AI? Locked
What are Large Language Models (LLMs)? Locked
+ Deep Learning and Neural Networks 3 lectures
What is Deep Learning? Locked
Deep vs Shallow Neural Networks Locked
How Deep Learning Learns Locked
+ Exam 3 lectures
Exam Locked
Continue the Stream Locked
Quality Guarantee Locked
Description

About this course.

🌟 AI Fundamentals: Master the Core Concepts of Artificial Intelligence, Machine Learning & Deep Learning

πŸš€ Unlock the Power of Artificial Intelligence

Welcome to AI Fundamentals – Definition, Models, and Applications, your complete introduction to Artificial Intelligence. Whether you’re a beginner or a professional looking to upskill, this course breaks down AI, Machine Learning (ML), and Deep Learning (DL) into simple, practical lessons.

From understanding what AI really is to exploring how neural networks learn, you’ll gain a clear roadmap of the technologies transforming every industryβ€”from healthcare and finance to gaming and robotics.

🧠 What You’ll Learn

πŸ”Ή 1. What is AI? Definition and Scope

  • Understand the core principles of Artificial Intelligence
  • Discover how AI is applied in modern industries
  • Learn about the scope and future potential of intelligent systems

πŸ”Ή 2. What is Machine Learning?

  • Explore how machines learn from data
  • Understand the key differences between AI, ML, and DL

πŸ”Ή 3. Branches of Machine Learning

  • Dive into Supervised, Unsupervised, and Reinforcement Learning
  • Learn real-world applications of each branch

🧩 Types of Machine Learning Models

  • Regression Models – Predict continuous outcomes like prices or trends
  • Tree-Based Models – Decision trees and random forests made easy
  • Distance-Based Models – Understand KNN and similarity-based learning
  • Probabilistic Models – Learn how Bayesian thinking powers predictions

πŸ€– Generative AI and Language Models

  • What is Generative AI? – Learn how AI creates new text, art, and music
  • What are Large Language Models (LLMs)? – Understand ChatGPT, Gemini, Claude, and more

🧬 Deep Learning and Neural Networks

  • What is Deep Learning? – Discover how neural networks mimic the human brain
  • Deep vs Shallow Neural Networks – Learn their structures and use cases
  • How Deep Learning Learns – Step-by-step breakdown of backpropagation and optimization

🎯 Who This Course Is For

This course is perfect for:

  • Beginners who want a clear understanding of AI fundamentals
  • Students preparing for AI, ML, or data science programs
  • Professionals upskilling in modern technology trends
  • Entrepreneurs who want to integrate AI into their business

πŸ’‘ Why Enroll Today

βœ… Lifetime access – Learn at your own pace, anytime

βœ… Includes source files – Hands-on examples for real-world understanding

βœ… No prior coding required – Start from zero, build solid foundations

βœ… Certificate of completion – Showcase your AI expertise

πŸ” SEO Keywords

Artificial Intelligence course for beginners, Machine Learning fundamentals, Deep Learning basics, Generative AI training, Learn AI online, What is AI, Large Language Models explained, AI and ML tutorial, Neural Networks for beginners, AI scope and applications.

Instructors

Taught by people who ship.

Alex Kropf

Alex Kropf

Mammoth Club's CLO, public speaker, consultant, IT author and Senior Software Developer. Alex has produced best-selling courses, books and workshops for Mammoth Club, Course Pro and our clients since 2016.

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Master the Fundamentals of Artificial Intelligence | Beginner-Friendly AI Course | Professional Certificate Program

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