Homework 1: Introduction
Score: 7 = 6 (questions) + 0 (FAQ) + 1 (learning in public)
Homework URL: View submission
LLM Zoomcamp 2024
Nervous Kalam
Total Score
79
Homework submissions
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
- https://ollama.com/
- https://github.com/ollama/ollama
- https://hub.docker.com/r/ollama/ollama
- https://github.com/ollama/ollama/blob/main/docs/development.md
- https://artificialanalysis.ai/leaderboards/models
- https://www.llamaindex.ai/blog/multimodal-rag-for-advanced-video-processing-with-llamaindex-lancedb-33be4804822e
- https://streamlit.io/
Homework 3: Vector Search
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://www.elastic.co/what-is/vector-embedding
- https://blog.roboflow.com/what-is-an-image-embedding/
- https://medium.com/@paluchasz/understanding-openais-clip-model-6b52bade3fa3#:~:text=In%20summary%2C%20CLIP%20is%20a,to%20the%20same%20embedding%20space.
- https://www.pinecone.io/learn/k-nearest-neighbor/
- https://medium.com/@arjunprakash027/understanding-cosine-similarity-a-key-concept-in-data-science-72a0fcc57599
- https://www.statisticshowto.com/taxicab-geometry-definition-distance-formula/
- https://www.datastax.com/guides/real-world-applications-of-cosine-similarity
Homework 4: Evaluation and monitoring
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links
- https://medium.com/nlplanet/two-minutes-nlp-learn-the-rouge-metric-by-examples-f179cc285499
- https://deepai.org/machine-learning-glossary-and-terms/f-score
- https://grafana.com/
- https://www.uxtweak.com/user-feedback/ways-to-capture/
- https://myscale.com/blog/postgres-vs-elasticsearch-comparison-full-text-search/
- https://blog.langchain.dev/aligning-llm-as-a-judge-with-human-preferences/#:~:text=An%20%E2%80%9CLLM%2Das%2Da%2DJudge%E2%80%9D%20evaluator%20is,Detecting%20RAG%20hallucinations%20(online%20evaluation)
- https://www.datadoghq.com/knowledge-center/llm-observability/
Workshop: Open-Source Data Ingestion for RAGs with dlt
Score: 7 = 3 (questions) + 0 (FAQ) + 4 (learning in public)
Homework URL: View submission
Only scored homework submissions appear here.
Project submissions
Project attempt 2
PassedScore: 26 = 17 (project) + 9 (peer review) + 0 (learning in public / project) + 0 (learning in public / peer review) + 0 (FAQ)
Project URL: View project
Only completed project submissions appear here.