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Greening the Economy: Sustainable Cities
Introduction to Graphic Illustration
Computational Social Science Methods
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Master the creation of intelligent LangChain agents by learning to integrate various tools with LLMs, implement custom functionalities, and develop practical solutions for real-world automation tasks.
Master the creation of intelligent LangChain agents by learning to combine tools and LLMs, from fundamental concepts to practical implementation with search tools and calculators.
Discover how to harness DeepSeek Janus-Pro's multimodal capabilities for advanced image analysis, generation, and unified text-image processing in AI applications.
Learn to build AI applications by integrating DeepSeek-R1 with LangChain and Streamlit, featuring step-by-step guidance on model setup and interface creation.
Discover how Alibaba's groundbreaking Qwen2.5-1M model achieves its million-token processing capability through Length Extrapolation and Dual Chunk Attention techniques.
Learn to build a local AI chatbot by combining Deepseek R1 with LangGraph, using Ollama for model management and Python for implementation - all without cloud dependencies.
Master practical methods for running Qwen 2.5 locally, exploring both Hugging Face transformers and Ollama+LangGraph implementations for building custom AI applications.
Master the creation of AI agents in LangGraph through hands-on examples, learning to integrate tools and LLMs for building powerful stateful workflows and generating automated responses.
Learn to build AI chatbots by integrating custom and pre-built tools with LangGraph, covering tool creation, LLM binding, and agent implementation for interactive conversational systems.
Master the implementation of multi-agent AI systems using LangGraph, from setting up specialized agents for reception, research, math, billing and support to enabling efficient inter-agent communication and workflow automation.
Master the fundamentals of LangGraph through hands-on chatbot development, exploring nodes, edges, states, and state machines to create interactive conversational experiences.
Master real-time vehicle detection and tracking using YOLO11, implementing class-wise counting with BoT-SORT and ByteTrack algorithms for traffic analysis and smart city applications.
Discover the fundamentals of Generative Adversarial Networks (GANs), from basic architecture to loss calculations, with clear explanations of generators, discriminators, and their practical applications.
Discover how to integrate Model Context Protocol (MCP) with OpenAI Agents SDK through hands-on coding. Build custom MCP servers, connect multiple tools, and master async communication patterns.
Discover how to deploy a custom MCP server on cloud infrastructure, from VPS setup to remote client connections using LangGraph for AI integrations.
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