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Beginner
AI Fundamentals
Build a solid foundation in artificial intelligence
This comprehensive module covers everything you need to understand modern AI. From the history of artificial intelligence to the latest developments in large language models, you'll gain the knowledge foundation necessary for advanced AI work.
4 hours
Duration
8 Modules
Content
Certificate
Included
What You'll Learn
- Understand the core concepts and terminology of AI and machine learning
- Learn how neural networks process and learn from data
- Explore the architecture behind large language models
- Understand the differences between various AI models and their use cases
- Gain practical insights into AI capabilities and limitations
Course Curriculum
1
Module 1: Introduction to AI
History of AITypes of AI SystemsAI vs Machine Learning vs Deep Learning
2
Module 2: Machine Learning Basics
Supervised LearningUnsupervised LearningReinforcement Learning
3
Module 3: Neural Networks
How Neural Networks WorkTraining ProcessActivation Functions
4
Module 4: Deep Learning
Convolutional NetworksRecurrent NetworksTransformers Architecture
5
Module 5: Large Language Models
GPT ArchitectureTraining LLMsCapabilities and Limitations
6
Module 6: AI in Practice
Real-world ApplicationsIndustry Use CasesFuture Trends
7
Module 7: Ethics in AI
Bias in AIResponsible AI DevelopmentRegulatory Landscape
8
Module 8: Final Assessment
Knowledge CheckPractical ExerciseCertification
Prerequisites
- No prior AI knowledge required
- Basic computer skills
- Curiosity and willingness to learn