Intro to AI: AI Foundation Specialist 101 (AIFS-101)
Master the Fundamentals of Artificial Intelligence | Beginner-Friendly AI Course | Professional Certificate Program
This course includes.
Curriculum & lectures.
+ Welcome 3 lectures Preview
+ Types of Machine Learning Models 4 lectures
+ Generative AI and Language Models 2 lectures
+ Deep Learning and Neural Networks 3 lectures
+ Exam 3 lectures
About this course.
π AI Fundamentals: Master the Core Concepts of Artificial Intelligence, Machine Learning & Deep Learning
π Unlock the Power of Artificial Intelligence
Welcome to AI Fundamentals β Definition, Models, and Applications, your complete introduction to Artificial Intelligence. Whether youβre 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, youβll gain a clear roadmap of the technologies transforming every industryβfrom healthcare and finance to gaming and robotics.
π§ What Youβll Learn
πΉ 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
πΉ 2. What is Machine Learning?
- Explore how machines learn from data
- Understand the key differences between AI, ML, and DL
πΉ 3. Branches of Machine Learning
- Dive into Supervised, Unsupervised, and Reinforcement Learning
- Learn real-world applications of each branch
π§© Types of Machine Learning Models
- Regression Models β Predict continuous outcomes like prices or trends
- Tree-Based Models β Decision trees and random forests made easy
- Distance-Based Models β Understand KNN and similarity-based learning
- Probabilistic Models β Learn how Bayesian thinking powers predictions
π€ Generative AI and Language Models
- What is Generative AI? β Learn how AI creates new text, art, and music
- What are Large Language Models (LLMs)? β Understand ChatGPT, Gemini, Claude, and more
𧬠Deep Learning and Neural Networks
- What is Deep Learning? β Discover how neural networks mimic the human brain
- Deep vs Shallow Neural Networks β Learn their structures and use cases
- How Deep Learning Learns β Step-by-step breakdown of backpropagation and optimization
π― 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
π‘ Why Enroll Today
β Lifetime access β Learn at your own pace, anytime
β Includes source files β Hands-on examples for real-world understanding
β No prior coding required β Start from zero, build solid foundations
β Certificate of completion β Showcase your AI expertise
π 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.
Taught by people who ship.
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