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                                    from analog_data import projects, ai_skills
                                
                                    from langchain.memory import ConversationBufferMemory
                                
                                    from langchain.vectorstores import Pinecone
                                
                                    vectorstore = Pinecone.from_documents(
                                        documents, 
                                        embeddings,
                                        index_name="analog-data-docs"
                                    )
                                
                                    memory = ConversationBufferMemory(
                                        memory_key="chat_history"
                                    )
                                
                                    qa = ConversationalRetrievalChain.from_llm(
                                        llm, retriever=vectorstore.as_retriever()
                                    )

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LangChain, LlamaIndex, OpenAI

LEARNING PATHS

Master AI Through Real Projects

We believe in learning by doing, solving, and building — not just watching endless videos.

RAG Applications

Beginner

Build AI applications that can retrieve and reason over your own data. Create chatbots that answer questions based on your documents, websites, and knowledge bases.

LangChain Pinecone OpenAI

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Fine-tuning LLMs

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Learn to customize large language models for specific tasks and domains. Create models that speak with your brand voice or understand your industry jargon.

PyTorch Hugging Face PEFT

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AI Agents & Tools

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Develop autonomous AI agents that can perform tasks, make decisions, and interact with APIs and services to solve complex problems.

LangChain AutoGPT Function Calling

Explore track

Multimodal AI

Intermediate

Build applications that can understand and generate both text and images. Create AI systems that can describe images, generate visuals from text, and more.

CLIP Stable Diffusion GPT-4V

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AI-Powered APIs

Intermediate

Design and deploy robust AI-powered APIs and microservices. Learn to scale your AI solutions and integrate them into existing applications.

FastAPI Docker AWS Lambda

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End-to-End AI Products

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Build complete AI products from concept to deployment. Learn product management, UX design, and business considerations for AI applications.

Full Stack AWS/GCP CI/CD

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ML, DL and NLP

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Master the fundamentals of Machine Learning, Deep Learning, and Natural Language Processing. Build models that can classify, predict, and understand human language.

TensorFlow PyTorch Transformers

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AI Automations

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Create powerful automated workflows using no-code and low-code AI tools. Learn to integrate AI into your business processes using platforms like n8n, Make, and Gumloop.

n8n Make Gumloop

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Computer Vision

Intermediate

Develop applications that can see and understand visual data. Learn image processing, object detection, facial recognition, and more using OpenCV and other tools.

OpenCV TensorFlow PyTorch

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Alex Rodriguez

FULL-STACK DEVELOPER

"After months of watching tutorials without building anything substantial, AnalogData's project-based approach was exactly what I needed. I built a RAG chatbot for my company's internal docs that's now used by our entire team."

Project: RAG Chatbot

Priya Sharma

ML ENGINEER

"The fine-tuning track helped me create a domain-specific LLM for my startup that understands medical terminology. The step-by-step projects and code reviews made complex concepts accessible and practical."

Project: LLM Fine-tuning

James Wilson

PRODUCT MANAGER

"As a PM with limited coding experience, I needed to understand AI capabilities to lead my team effectively. AnalogData's practical approach helped me grasp the technical concepts while building real applications."

Project: AI Product Strategy

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Learn AI, Building Real-World Projects

Master AI Through Real Projects

RAG Applications

Fine-tuning LLMs

AI Agents & Tools

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AI-Powered APIs

End-to-End AI Products

ML, DL and NLP

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Computer Vision

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From Our Developer Community

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