Learning plan cover

Learn AI fundamentals

LEARNING PLAN

Learn AI fundamentals

This learning plan is essential for anyone seeking to understand the technology reshaping our world, from professionals looking to leverage AI in their careers to curious individuals wanting to navigate an AI-driven future. Whether you're a business leader, student, or knowledge worker, mastering AI fundamentals will help you make informed decisions, identify opportunities, and engage meaningfully with the most transformative technology of our time.

ByCommunity User
2 h 11 m
12 coursesUpdated 3 days ago
Artificial IntelligenceArtificial Intelligence and Generative AI for BeginnersAI Explained: From Zero to Understanding12 sources

How This Learning Plan Was Made

This plan was crafted by BeFreed’s proprietary AI to help you learn Learn AI fundamentals with ease. It is curated from in-depth research on the topic and structured around the most effective learning journeys proven by BeFreed users.

Each episode delivers bite-sized, high-impact lessons distilled from world-class sources — bestselling books, research papers, and expert insights. Together, they form a sophisticated yet accessible path to mastering Learn AI fundamentals.

What You'll Learn

  • Understand what AI actually is, how it works, and its relevance to everyday life
  • Gain hands-on knowledge of machine learning algorithms and neural networks that power modern AI
  • Learn to identify and evaluate real-world AI applications across business and society
  • Develop skills to apply AI tools responsibly and ethically in professional contexts
  • Explore the future trajectory of AI, including AGI possibilities and critical alignment challenges

Demystify artificial intelligence from the ground up—discover what AI really is, how it works, and why it matters in your daily life.

Artificial Intelligence cover
Artificial Intelligence

A captivating exploration of AI's potential and limitations, demystifying the hype and addressing crucial questions about machine intelligence.

9 m
Artificial Intelligence and Generative AI for Beginners cover
Artificial Intelligence and Generative AI for Beginners

Comprehensive guide to AI and generative AI for all skill levels.

9 m
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AI 101: The Fundamentals of Artificial Intelligence - NtivaArtificial Intelligence (AI) Basics for Beginners | Learning TreeAI for Beginners: Artificial Intelligence Explained in Simple TermsUnderstanding Artificial Intelligence
6 sources
AI Explained: From Zero to Understanding

Strip away the jargon and discover what artificial intelligence really is. Learn how AI already powers your daily life and get practical tips for using these powerful tools responsibly.

9 m

Build hands-on understanding of how machines actually learn—from algorithms to neural networks that power modern AI systems.

Hands-On Machine Learning with Scikit-Learn and TensorFlow cover
Hands-On Machine Learning with Scikit-Learn and TensorFlow

Step-by-step guide to machine learning with Python

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source 1Machine Learning: Concepts, Algorithms & Real-World Applicationssource 3Introduction to Machine Learning - GeeksforGeeks
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Machine Learning: From Simple Algorithms to Neural Networks

Explore the fascinating evolution of machine learning from 1950s perceptrons to today's transformers. Discover how machines learn, practical algorithms, real-world applications, and why this field is reshaping our world.

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source 1Fundamentals of Artificial Neural Networks and Deep LearningNeural Networks and Deep Learning: A Comprehensive Introductionsource 4
6 sources
Neural Networks: From Brain Biology to AI Revolution

Discover how artificial neural networks mimic human brains to power everything from face recognition to self-driving cars. Learn the elegant math behind machine intelligence and explore real-world applications transforming our daily lives.

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Explore how AI is transforming businesses, industries, and society—and learn to apply these powerful tools responsibly in the real world.

Artificial Intelligence and Machine Learning for Business cover
Artificial Intelligence and Machine Learning for Business

Practical guide to AI and ML in business, cutting through hype and jargon.

9 m
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source 1A Comprehensive Overview of Large Language Models - arXivsource 3source 4
6 sources
Mastering AI: From Neural Networks to ChatGPT

Unlock the secrets behind ChatGPT and large language models. Learn how probabilistic text generation, neural networks, and embeddings create AI that seems almost magical-and master these tools through deep understanding.

28 m
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Agentic AI Tools: Key Capabilities & 7 Tools to Know in 2025What is Agentic AI? Benefits, Risks, and Outlook - HUMAN SecurityAgentic AI Explained: Key Features, Benefits, and Real-World ImpactThe Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey
6 sources
Agentic AI: Beyond Chatbots to Digital Colleagues

Explore how AI is evolving from responding to prompts to setting goals and taking autonomous action. Discover real applications, limitations, and what this means for your future.

9 m

Grapple with AI's profound implications—from ethical challenges and alignment problems to the path toward artificial general intelligence.

The Alignment Problem cover
The Alignment Problem

A riveting exploration of AI's ethical challenges and the quest to align machine learning with human values.

11 m
Superintelligence cover
Superintelligence

The potential risks and benefits of advanced AI

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Artificial Intelligence and Generative AI for BeginnersThe Complete Guide to AI Models in 2025: A Technical Deep Dive into the AI RevolutionThe Latest Generative AI Models in 2025: A Comprehensive GuideThe Coming Wave
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The AI Revolution: Current State and Future Horizons

Lena and Eli explore generative AI's explosive evolution from ChatGPT to multimodal intelligence, examining breakthrough capabilities, industry transformations, emerging risks, and the coming wave of human-AI collaboration that's reshaping our world.

9 m

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