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Building AI Agents
Building AI agents is the discipline of creating software entities that can perceive their environment, make decisions, and take actions to achieve specific goals autonom...
- Analyze the fundamental components and types of AI agents to...
- Design perception models that enable an agent to interpret a...
- +5 more outcomes
Claude Code AI Agents
Claude Code AI Agents are autonomous software systems that leverage Anthropic’s Claude model to interpret natural language prompts, reason about codebases, and execute pr...
- Define the core concepts, capabilities, and limitations of C...
- Set up the development environment and securely configure AP...
- +6 more outcomes
Fine-Tuning Small Language Models
Fine-tuning small language models is the process of taking a pre-trained, relatively compact language model—typically with fewer than 7 billion parameters—and further tra...
- Analyze the architectural differences between small and larg...
- Design a preprocessing pipeline to clean, tokenize, and form...
- +6 more outcomes
Artificial Intelligence and Machine Learning Fundamentals
Artificial Intelligence and Machine Learning Fundamentals is the study of algorithms and statistical models that enable computers to perform tasks without explicit instru...
- Apply essential mathematical concepts including linear algeb...
- Prepare and preprocess real-world datasets by handling missi...
- +6 more outcomes
Ethics and Societal Implications of AI
Ethics and Societal Implications of AI is the interdisciplinary study of the moral principles, social consequences, and governance structures surrounding artificial intel...
- Analyze foundational ethical principles and critically asses...
- Apply ethical theories such as utilitarianism and deontology...
- +5 more outcomes
Prompt Engineering
Prompt engineering is the discipline of crafting precise inputs—prompts—to guide generative AI models toward desired outputs.
- Identify the key components of a prompt and explain their ro...
- Apply zero-shot, few-shot, and chain-of-thought prompting te...
- +6 more outcomes