SUMMER OF AI From Fundamentals to Advanced Applications
Master the art of intelligent agent development through progressive, hands-on learning. Build practical skills using industry-standard tools and real-world datasets in this comprehensive 2-day intensive course.
Course Overview
A comprehensive introduction to AI agents through progressive, hands-on learning
Target Audience
Undergraduate students in Computer Science, Engineering, Social Sciences, Arts, Education and related fields with basic computer knowledge.
Duration
2 intensive days with 12 contact hours of hands-on learning, practical exercises, and real-world project development.
Prerequisites
Basic computer knowledge, command-line familiarity, and eagerness to learn cutting-edge AI development techniques.
Learning Methodology
Theoretical Foundations
Understand core concepts and architectures
Practical Skills
Hands-on experience with industry tools
Real-World Projects
Build comprehensive AI agent systems
Course Modules
Comprehensive curriculum covering all aspects of AI agent development
Day 1
Foundations and Core Skills
Foundations of AI Agents and Unstructured Data
Master unstructured data types, AI agent architecture, and tool integration patterns.
Intelligent Text Processing and Analysis
Implement advanced text processing algorithms and natural language processing basics.
Web Data Collection and Processing
Design agents for automated web scraping with ethical practices and API integration.
Document Processing and OCR Intelligence
Implement intelligent document workflows with OCR technology and content extraction.
Database Integration and Intelligent Querying
Master multi-database integration with SQL and graph databases for complex analysis.
Day 2
Advanced Applications and Integration
Multimedia Processing and Analysis
Develop agents for audio/video processing, content download, and format conversion.
Advanced API Integration and External Services
Master complex API patterns, authentication, and external service orchestration.
Multi-Agent Systems and Coordination
Design coordinated multi-agent systems with communication protocols and task allocation.
Autonomous Agentic Learning
Implement autonomous decision making, learning mechanisms, and adaptation strategies.
Capstone Project - Comprehensive AI Agent System
Integrate all concepts into a production-ready AI agent system addressing real-world problems.
Search Course Content
Find specific topics, modules, and tools quickly
Career Connections
Industry relevance and professional development opportunities
Software Development
Full-stack development with AI integration, building intelligent applications and automated systems.
- AI-powered web applications
- Automated testing and deployment
- Intelligent user interfaces
Data Science
Automated data pipeline development, intelligent analytics, and machine learning model deployment.
- Automated data processing
- Intelligent data analysis
- ML pipeline automation
DevOps Engineering
Intelligent automation and monitoring systems, self-healing infrastructure, and autonomous deployment pipelines.
- Intelligent monitoring
- Automated incident response
- Self-scaling systems
Financial Technology
Compliance and trading system development, risk assessment automation, and intelligent financial analysis.
- Algorithmic trading systems
- Compliance automation
- Risk assessment AI
Skills Portfolio Development
Command Tool Mastery
Proficiency with 20+ industry-standard CLI tools
System Integration
Multi-system integration and orchestration capabilities
Database Design
SQL and graph database optimization expertise
API Development
RESTful API design and integration mastery
Problem Solving
Complex system design and optimization skills
Documentation
Technical writing and presentation capabilities