Lucid Nightingale
About me: A geotechnical, geologist, and mining engineer passionate about data seeks innovative ways to apply data analysis in engineering projects.
Total Score: 70
Homework submissions
Homework 1: Introduction
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/754186649542492160/demystifying-large-language-models-ai-powerhouses?source=share
- https://www.tumblr.com/dataeng/754186877983129600/unleashing-the-power-of-search-with-elasticsearch?source=share
- https://www.tumblr.com/dataeng/754186984580317184/how-retrieval-augmented-generation-makes-ai?source=share
- https://www.tumblr.com/dataeng/754187355262484480/the-art-of-the-prompt-mastering-prompt?source=share
- https://www.tumblr.com/dataeng/754187689750839296/a-look-at-search-databases?source=share
- https://www.tumblr.com/dataeng/754188156521316353/unveiling-llm-architecture?source=share
- https://www.tumblr.com/dataeng/754188853390262272/introduction-to-elasticsearch-commands?source=share
Saturn Cloud
Score: 0 = 0 (questions) + 0 (FAQ) + 0 (learning in public)
Homework 2: Open-Source LLMs
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/754791084802064384/open-source-llm?source=share
- https://www.tumblr.com/dataeng/754791489207484416/a-long-journey-of-large-language-models?source=share
- https://www.tumblr.com/dataeng/754791667881721856/demystifying-model-weights-in-llm?source=share
- https://www.tumblr.com/dataeng/754792215105224704/ollama-in-llm?source=share
- https://www.tumblr.com/dataeng/754792326717751296/understanding-tokens-in-llms?source=share
- https://www.tumblr.com/dataeng/754792570359611392/a-guide-to-end-to-end-llm-workflows?source=share
- https://www.tumblr.com/dataeng/754792735264948224/gemma-vs-phi3-a-head-to-head-look-at-open-source?source=share
Homework 3: Vector Search
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/755816277230157824/exploring-vector-databases-the-future-of-data?source=share
- https://www.tumblr.com/dataeng/755816420412162048/unlocking-the-power-of-semantic-search-a-new-era?source=share
- https://www.tumblr.com/dataeng/755816551386693632/understanding-vector-embeddings?source=share
- https://www.tumblr.com/dataeng/755816760380424192/enhancing-workflow-with-semantic-search-using?source=share
- https://www.tumblr.com/dataeng/755818158005387264/decoding-scoring-in-semantic-search-for-enhancing?source=share
- https://www.tumblr.com/dataeng/755818539173249024/ground-truth-or-gold-standard-data-in-large?source=share
- https://www.tumblr.com/dataeng/755818966442803200/evaluating-vector-retrieval-systems-key-metrics?source=share
Homework 4: Evaluation and monitoring
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/757339231933841408/monitoring-large-language-models-for-ensuring?source=share
- https://www.tumblr.com/dataeng/757340109645479936/evaluating-retrieval-augmented-generation-rag?source=share
- https://www.tumblr.com/dataeng/757340485298864128/understanding-cosine-similarity-key-metric-in-text?source=share
- https://www.tumblr.com/dataeng/757340597205008384/evaluating-retrieval-augmented-generation-rag?source=share
- https://www.tumblr.com/dataeng/757340721588109312/the-importance-of-user-feedback-in-large-language?source=share
- https://www.tumblr.com/dataeng/757340865527218176/monitoring-tools-for-large-language-models?source=share
- https://www.tumblr.com/dataeng/757341811665731584/langchain-for-model-monitoring?source=share
Homework 5: Ingestion pipeline
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/759263651074015232/orchestration-tools-in-large-language-models?source=share
- https://www.tumblr.com/dataeng/759263796874330112/exploring-mageai?source=share
- https://www.tumblr.com/dataeng/759264093561569280/building-an-end-to-end-pipeline-for-large-language?source=share
- https://www.tumblr.com/dataeng/759264256669761536/understanding-the-rag-retrieval-augmented?source=share
- https://www.tumblr.com/dataeng/759264636785819648/an-in-depth-look-at-large-language-model-llm?source=share
- https://www.tumblr.com/dataeng/759264758625107968/exploring-langchain-for-empowering-language-model?source=share
- https://www.tumblr.com/dataeng/759265143804887040/elasticsearch-vs-lancedb-a-comparative-analysis?source=share
Workshop: Open-Source Data Ingestion for RAGs with dlt
Score: 3 = 3 (questions) + 0 (FAQ) + 0 (learning in public)
Homework URL: View submission
Project submissions
No project submissions found.