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  2. Author: Decoding ML

Author: Decoding ML

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  • Paul Iusztin

    |

    Decoding ML

    January 13, 2025
    LLMOps, Tutorials

    Build Multi-Index Advanced RAG Apps

    Welcome to Lesson 12 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…

    Read

    Build Multi-Index Advanced RAG Apps
  • Paul Iusztin

    |

    Decoding ML

    January 13, 2025
    LLMOps, Tutorials

    Build a scalable RAG ingestion pipeline using 74.3% less code

    Welcome to Lesson 11 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…

    Read

    Build a scalable RAG ingestion pipeline using 74.3% less code
  • Paul Iusztin

    |

    Decoding ML

    July 31, 2024
    Comet Community Hub, LLMOps, Tutorials

    The Ultimate Prompt Monitoring Pipeline

    Welcome to Lesson 10 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how…

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    The Ultimate Prompt Monitoring Pipeline
  • Paul Iusztin

    |

    Decoding ML

    July 23, 2024
    LLMOps, Machine Learning, Tutorials

    Beyond Proof of Concept: Building RAG Systems That Scale

    Welcome to Lesson 9 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…

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    Beyond Proof of Concept: Building RAG Systems That Scale
  • Paul Iusztin

    |

    Decoding ML

    July 9, 2024
    LLMOps, Machine Learning, Tutorials

    The Engineer’s Framework for LLM & RAG Evaluation

    Welcome to Lesson 8 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…

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    The Engineer’s Framework for LLM & RAG Evaluation
  • Paul Iusztin

    |

    Decoding ML

    June 21, 2024
    Tutorials

    8B Parameters, 1 GPU, No Problems: The Ultimate LLM Fine-tuning Pipeline

    Welcome to Lesson 7 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…

    Read

    8B Parameters, 1 GPU, No Problems: The Ultimate LLM Fine-tuning Pipeline
  • Paul Iusztin

    |

    Decoding ML

    May 20, 2024
    LLMOps, Machine Learning, Tutorials

    Turning Raw Data Into Fine-Tuning Datasets

    Welcome to Lesson 6 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use…

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    Turning Raw Data Into Fine-Tuning Datasets
  • Paul Iusztin

    |

    Decoding ML

    May 10, 2024
    LLMOps, Machine Learning, Tutorials

    The 4 Advanced RAG Algorithms You Must Know to Implement

    Welcome to Lesson 5 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn how to use LLMs,…

    Read

    The 4 Advanced RAG Algorithms You Must Know to Implement
  • Paul Iusztin

    |

    Decoding ML

    April 24, 2024
    LLMOps, Machine Learning, Tutorials

    SOTA Python Streaming Pipelines for Fine-tuning LLMs and RAG – in Real-Time!

    Welcome to Lesson 4 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…

    Read

    SOTA Python Streaming Pipelines for Fine-tuning LLMs and RAG – in Real-Time!
  • Paul Iusztin

    |

    Decoding ML

    April 15, 2024
    LLMOps, Machine Learning, Tutorials

    I Replaced 1000 Lines of Polling Code with 50 Lines of CDC Magic

    Welcome to Lesson 3 of 12 in our free course series, LLM Twin: Building Your Production-Ready AI Replica. You’ll learn…

    Read

    I Replaced 1000 Lines of Polling Code with 50 Lines of CDC Magic
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