Overview
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Learn to set up and run DeepSeek-R1 0528, a distilled version based on Qwen 3, completely locally on your machine for private financial document analysis using Ollama. Discover how to configure the local AI model, process PDF documents, and perform comprehensive financial analysis while maintaining complete data privacy. Explore the model's capabilities through hands-on analysis of NVIDIA's financial results, covering document summarization, profit and loss statements, balance sheet examination, and cash flow analysis. Master the setup process including project configuration, toggling thinking modes in Ollama, and crafting effective prompts for financial document processing. Compare the performance of local AI models against cloud-based alternatives while maintaining full control over sensitive financial data. Gain practical experience with document analysis workflows, financial statement interpretation, and local AI deployment strategies for professional financial analysis tasks.
Syllabus
00:00 - Welcome
00:37 - AI Engineer Bootcamp on MLExpert.io
01:18 - DeepSeek-R1-0528 distill on Ollama
01:59 - Try the model
02:38 - PDF document for our chat Nvidia financial results
04:06 - Project setup
08:39 - Toggle thinking in Ollama
09:39 - Document analysis prompt
13:00 - Document summary
15:55 - Profits and losses P&L analysis
17:57 - Balance sheet
19:54 - Cashflow statement
22:42 - Conclusion
Taught by
Venelin Valkov