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Homework for LLM/Stock Analysis/Data Engineering Zoomcamps run by DataTalks.Club

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DataClubs.Talk Zoomcamp 2024 Homework

Completed by Kane Williams

Data Engineering | January -> April 2024.

Week 1 IAC with Docker/Terraform
Week 2 Workflow Orchestration with Mage
Week 3 Data Warehousing with BigQuery
Week 4 Analytics Engineering with dbt
Week 5 Batch Processing with Spark
Workshop1.ipynb Data Loading with dlt

Stock Analytics | April -> May 2024

Module 1 Introduction to yfinance
Module 2 Working with Time Series in Pandas
Module 3 Analytical Modeling
~~Module 4 Trading Strategy and Simulation~~
~~Module 5 Deployment and Automation~~

Large Language Models (LLM) | June -> ? 2024

Section 1 API calls with OpenAI/Groq
Section 2 Open-source LLMs with Ollama
Section 3 Vector Retrieval with ElasticSearch
Section 4 Workflow Orchestration with Mage
Section 5 Guardrails and Monitoring with TODO

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Homework for LLM/Stock Analysis/Data Engineering Zoomcamps run by DataTalks.Club

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