🚀 Intermediate AI Training
Build practical AI applications. Learn API integration, multi-agent systems, and advanced prompt engineering strategies.
⚡ What You'll Master
🔗 API Integration
Connect and integrate various AI APIs
🤖 Multi-Agent Systems
Design complex AI agent architectures
🐍 Python Development
Build AI applications with Python
📚 RAG Systems
Implement retrieval-augmented generation
📊 Model Evaluation
Assess and optimize AI model performance
🎯 Context Engineering
Advanced prompt and context strategies
Adaptive Reasoning Systems in AI
Learn to design and implement AI systems that can dynamically switch between different reasoning modes to optimize performance and adapt to varying computational demands.
Start CourseAdaptive Safety Routing
Design multi-model experience layers that detect sensitive contexts, route intelligently, and preserve user trust.
Start CourseAdvanced AI Image Manipulation Techniques
Learn sophisticated techniques for AI-powered image editing, including low-level pixel manipulation and high-level semantic editing while maintaining visual consistency.
Start CourseAdvanced AI Implementation
Design production-grade agentic systems that coordinate models, tools, and interfaces in 2025.
Start CourseAdvancing Autonomous Coding Agents in IDEs
Autonomous coding agents automate multi-step development. When they integrate with IDEs and offer flexible pricing, they boost productivity for developers across skill levels.
Start CourseAge Prediction and Content Safety in AI
AI detects minors for stricter filters; defaults to safe when unsure.
Start CourseAgent Engineering Fundamentals
Learn to build, run, and manage agentic systems at the intersection of software, systems, and security engineering, covering frameworks, runtimes, and control planes.
Start Course️ Agentic AI Architecture Principles: Building Stateless Multi-Agent Systems
Master the fundamental principles of designing robust agentic AI systems using two-tier architecture patterns, stateless subagents, and enterprise-grade orchestration strategies.
Start CourseAgentic UI Experiments
Prototype AI-managed desktop experiences that balance autonomy, safety overlays, and telemetry-driven iteration.
Start Course️ AI Agent Security Fundamentals
Master security principles for AI agents including vulnerability assessment and secure deployment.
Start CourseAI Agents and Intelligent Task Automation
Explore the evolution from conversational AI to reliable autonomous agents capable of completing complex multi-step tasks in real-world environments.
Start CourseAI and Potential Psychosis
Understanding AI development concepts through real-world examples.
Start CourseAI API Design and Integration Patterns
Master the principles of designing robust AI APIs, implementing context management, and creating seamless integration experiences for developers and systems.
Start CourseAI API Integration Fundamentals
Integrate AI APIs with robust authentication, request shaping, and response handling for production workloads.
Start CourseAI Application Planning & Design
Master the fundamentals of planning and designing AI applications. Learn systematic approaches to AI product development using the 4D Method and modern application planning frameworks.
Start CourseAI Business Models and Sustainable Margins
Understand how AI applications create deep customer value and develop strategies for achieving healthy margins in AI-driven businesses.
Start CourseAI Data Legal Frameworks
Understanding legal battles, data rights, and regulatory frameworks shaping AI data usage
Start CourseEnterprise AI Deployment Strategies
Master comprehensive strategies for deploying AI at enterprise scale.
Start CourseAI Economics Evolution & Market Impact
Understand the economic transformation driven by AI technologies, market dynamics, job market impacts, and strategic business implications of AI adoption.
Start CourseAI Investment Landscape Insights
Analyze large-scale AI funding trends, capital allocation strategies, and what they signal for builders and enterprises.
Start CourseAI Model Evaluation Fundamentals
Master the fundamentals of AI model evaluation, understanding essential metrics, benchmarks, and context-aware system design principles for building reliable AI applications.
Start CourseAI Model Evaluation Techniques
Learn comprehensive methods for evaluating and benchmarking AI model performance
Start CourseAI Model Assessment Methodologies
Master comprehensive methodologies for evaluating AI model performance, reliability, and production readiness.
Start CourseAI-Powered Cyber Threats
Master the understanding of emerging cybersecurity threats that leverage artificial intelligence, including AI-generated malware, automated attack systems, and defensive countermeasures.
Start CourseAI Product Experimentation Strategies
Master advanced experimentation methodologies for AI products, from A/B testing frameworks to sophisticated user experience optimization in AI-driven applications.
Start CourseAI Product Localization Strategies
Master adapting AI products for global markets with pricing, cultural, and regulatory considerations.
Start CourseAI Product Strategy Fundamentals
Learn essential strategies for building successful AI products
Start Course️ AI Research Intellectual Property Management
Master the complex landscape of intellectual property protection, trade secrets management, and legal frameworks governing AI research and development in competitive environments.
Start CourseAI Research Lab Personnel Dynamics
Understanding AI development concepts through real-world examples.
Start CourseAI Research and Report Generation Workflows
Design multi-modal AI workflows for automated research, synthesizing reports, webpages, and audio outputs from diverse sources using integrated models for coding, imaging, and TTS.
Start CourseAI Security Visibility: Managing Enterprise AI Tool Governance
Master the critical challenges of AI tool visibility in enterprise environments, covering detection methods, governance frameworks, security policies, and compliance strategies for AI implementations.
Start CourseAI Skills Development for Modern Professionals
Master the essential AI competencies reshaping today's job market, from technical foundations to strategic application across diverse professional roles and career advancement strategies.
Start CourseAI Training Without Backpropagation: Revolutionary Learning Methods
Explore cutting-edge alternatives to traditional backpropagation in neural network training, including forward-forward learning, evolutionary approaches, and biological-inspired methods.
Start CourseAPI Fundamentals & AI Service Connections
Master the basics of APIs and learn how to connect to major AI services including OpenAI, Anthropic, and Google. Build a solid foundation for AI application development.
Start CourseAI Service Architecture Principles
Master the architectural principles for designing scalable, resilient AI service systems.
Start CourseBuilding AI-Powered Applications
Create complete AI applications from planning to deployment. Learn to build user interfaces, integrate multiple AI services, implement agentic AI systems, and deploy AI apps for real users.
Start CourseCode Retrieval Methods Comparison
Understanding AI development concepts through real-world examples.
Start CourseContext Engineering for AI Agents
Master the delicate art and science of context management for AI agents - from context window optimization to memory management strategies.
Start CourseContext-Switching in AI Model Design
Learn how to design AI models with advanced context-switching capabilities that can adapt to different tasks and domains while maintaining performance and efficiency.
Start CourseConversational AI System Design
Design natural conversational systems with session management, tool calling, guardrails, and user experience best practices.
Start CourseDesigning Conversational Visual Search Experiences
Blend natural language interaction with dynamic visual discovery flows to create inclusive, trustworthy search experiences.
Start CourseDesigning Omniscient AI Companions for Everyday Guidance
AI companions surpass humans in enjoyment via optimization; become daily advisors.
Start CourseEfficient OCR and Document Processing
Learn to implement efficient optical character recognition (OCR) and document processing pipelines using open-source vision-language models for high-precision text extraction and compression from complex documents.
Start CourseEnterprise Agent Rollouts
Launch conversational assistants in complex enterprises with staged pilots, rigorous guardrails, and measurable trust-building.
Start CourseEnterprise Knowledge Retrieval Systems
Implement secure, multi-source knowledge retrieval systems for enterprise AI, integrating tools like docs, emails, and trackers to provide context-aware answers with citations and privacy controls.
Start CourseDesigning Go-To-Market Systems for Generative Video Platforms
Build a reusable launch and growth framework for consumer-facing generative video applications, from invite-only pilots to community-driven extensions.
Start CourseGlobal Infrastructure Strategy
Plan multi-region AI infrastructure expansion with diversified compute suppliers, regulatory foresight, and sustainability guardrails.
Start CourseHealthcare AI Integration: Building Secure Medical AI Systems
Learn to design AI systems for healthcare with HIPAA compliance and clinical workflow integration.
Start CourseHealthcare AI Strategy Development
Understanding AI development concepts through real-world examples.
Start CourseMultimodal Human Video Generation with HuMo
HuMo generates human videos from diverse inputs via progressive strategies, ensuring lip-sync and motion coherence.
Start CourseHybrid QA Guardrails for AI-Generated Testing
Create disciplined workflows that blend AI-authored tests with human judgment, ensuring coverage gains never compromise product quality.
Start CourseIntegrating Secure Payment Features into AI Interfaces
Conversational AI systems can enable seamless digital purchases. By integrating secure payments natively, teams enhance user experience while protecting sensitive data.
Start CourseInteractive Learning Systems
Master the creation of adaptive, AI-powered educational platforms that personalize learning experiences and optimize educational outcomes through intelligent content delivery and assessment.
Start CourseInternVL 3.5 Multimodal Model
Understanding AI development concepts through real-world examples.
Start CourseLLM Context Management Best Practices
Understanding AI development concepts through real-world examples.
Start CourseLM Studio & Local AI Models
Master running powerful AI models on your own computer. Learn to install, configure, and use local AI models without internet dependency.
Start CourseManaging Agent Memory with Sessions
Agents need memory to track context; sessions manage short-term state via trimming/compression.
Start CourseMemory-Enabled AI Assistants
Implement persistent memory layers for AI assistants using retrieval, vector stores, and user-controlled governance.
Start CourseBuilding Registries for Seamless AI Tool Integration
MCP standardizes tool access; registry enables easy discovery/install.
Start CourseMulti-Agent AI Systems Fundamentals
Master the fundamentals of multi-agent AI systems, collaborative problem-solving methodologies, and industry-standard performance benchmarking principles.
Start CourseMulti-Agent System Design Principles
Master the design and orchestration of multi-agent AI systems.
Start CourseMulti-Agent AI Systems & Collaborative Problem-Solving
Learn how to design, implement, and optimize multi-agent AI systems using collaborative problem-solving methodologies and industry-standard performance benchmarking principles.
Start CourseMulti-Model AI Systems & Collaborative Intelligence
Learn how to build AI systems that leverage multiple models working together, inspired by Sakana AI's TreeQuest breakthrough that achieved 30% performance improvements.
Start CourseMultimodal AI Systems
Understanding AI systems that process multiple types of data including text, images, audio, and video
Start CourseOpen Source AI Model Development
Strategic approaches to developing, releasing, and maintaining open-weight AI models with proper licensing, safety testing, transparency, and community engagement
Start CourseOpen-Source Data Extraction Tools
Harness open-source tools like AI Sheets to extract, transform, and enrich data from images and text in spreadsheets, using vision-language models for OCR, captioning, and image editing.
Start CoursePhysical AI Data Engines
Construct data pipelines that fuel embodied agents with hybrid simulation, sensor capture, and high-quality labeling.
Start CoursePost-Training 101 for LLMs
Post-training refines pre-trained LLMs for tasks via SFT, alignment (RLHF), and evaluation.
Start CourseProactive Assistant Design
Build assistants that anticipate user needs while preserving consent, steerability, and accountability.
Start CourseProcedural World Generation with AI
Learn to create dynamic, AI-driven systems that transform static images into interactive, procedurally generated game environments and virtual worlds.
Start CourseProgrammatic Prompt Frameworks
Evaluate structured prompting toolkits that orchestrate reusable templates, constraints, and optimization loops for enterprise agents.
Start CoursePython for AI Fundamentals
Learn Python programming essentials for AI development. Build your first AI-powered applications with hands-on coding experience.
Start CourseRAG & Vector Database Systems
Master Retrieval-Augmented Generation (RAG) and vector databases to build intelligent search and knowledge systems with AI.
Start CourseReal-Time Video Generation Techniques
Explore autoregressive models and distillation methods for real-time video creation, enabling interactive editing, prompt changes, and long-form generation with low latency.
Start CourseUnderstanding Reasoning Models and API Design in AI Systems
Reasoning models are advanced AI systems designed to solve complex problems by simulating human-like thought processes.
Start CourseSemantic IDs for Recommender LLMs
Traditional recommender systems use random hash IDs for items, limiting interpretability. Semantic IDs embed meaningful representations directly into LLMs, enabling natural language queries and explanations.
Start CourseSemantic Image Manipulation with AI
Master advanced AI techniques for intelligent image editing that understands content context, enabling precise semantic-level modifications and transformations.
Start CourseSmall Language Model Agent Development
Master the design and implementation of efficient AI agents using smaller language models, focusing on optimization techniques, resource management, and specialized deployment strategies.
Start CourseSolving ARC-AGI with Natural Language
ARC-AGI tests pattern recognition; NL prompting yields 79%+ scores cheaply.
Start CourseUnderstanding Multimodal AI Systems
Master the principles of multimodal AI that can process text, images, audio, and video simultaneously
Start CourseVertical AI Integration Strategies
Understand industry-specific AI integration patterns and compliance-aware architectures, and learn how to design workflows, governance, and outcome-based deployments for enterprise value
Start Course🎯 Ready for Advanced Training?
Take your AI expertise to the next level with enterprise-grade implementations
Explore Advanced Courses