Applied AI Foundations & Core Systems
Learn essential AI basics, core systems, algorithms, and key concepts for strong foundational understanding skills with practical real-world examples.
Course Highlights
Course Objectives
Introduce foundational AI concepts (NLP, summarization, prompting, automation).
Build proficiency with Cursor-based development, workflow logic, and app creation.
Learn essential prompt engineering and multi-step reasoning techniques.
Understand and build AI agents, chatbots, and automation pipelines.
Explore and implement AI for images, video, and audio (vision & sound systems).
Course Outcomes
Fundamental principles of Artificial Intelligence
Apply prompt engineering techniques
Demonstrate the operation of AI agents
Implement image AI techniques
Analyze video data for object tracking
Course Modules
Step-by-step learning journey designed to build your expertise progressively
AI Foundations & Vibe Coding with Cursor
NLP basics, summarization, file automation, productivity AI, API usage
Prompt Engineering for Professionals
Prompt design, refinement, reasoning chains, templates, advanced prompting methods
Agents & Workflow Automation
AI agents, chatbots, multi-agent workflows
Image AI for Business
Classification, YOLO detection, image enhancement, CNN basics
Video Intelligence
Frame/object detection, object counting, action recognition
Audio, Sound & Vibration AI
Speech-to-text, voice assistant, vibration anomaly detection
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