I Analyzed My Finance With Local LLMs
420,157
Published 2024-01-31
GitHub repo π github.com/thu-vu92/local-llms-analyse-finance
π TIMESTAMPS
================================
0:00 - Project intro
1:35 - Sponsor (Coursera)
2:04 - Why using local LLMs?
3:34 - Install Ollama
4:14 - Run local Mistral model
6:17 - Run local Llama2 model
7:27 - Customize LLMs with Ollama
9:53 - Access Llama2 with Langchain (Python)
10:45 - Categorise bank transactions
14:46 - Create personal finance dashboard
17:24 - Conclusions
π©π»βπ» COURSES & RESOURCES
================================
π Google Advanced Data Analytics Certificate π imp.i384100.net/anK9zZ
π Google Data Analytics Certificate π imp.i384100.net/15v9y6
π Learn SQL Basics for Data Science Specialization π imp.i384100.net/AovPnJ
π Excel Skills for Business π coursera.pxf.io/doPaoy
π Machine Learning Specialization π imp.i384100.net/RyjykN
π Data Visualization with Tableau Specialization πimp.i384100.net/n15XWR
π Deep Learning Specialization π imp.i384100.net/zavBA0
π Mathematics for Machine Learning and Data Science Specialization π imp.i384100.net/LXK0gj
π Applied Data Science with Python π imp.i384100.net/gbxOqv
ππ»ββοΈ LET'S CONNECT!
================================
π€ Join my Discord server: discord.gg/SK7ZC5XhcS
π© Newsletter: thu-vu.ck.page/profile
β Medium: medium.com/@vuthihienthu.ueb
π All links: linktr.ee/thuvuanalytics
As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on the links above. By using the links you help support this channel at no cost for you.
#ai #datascience #ThuVu #dataanalytics
All Comments (21)
-
Update: Ollama now works on Windows normally
-
This is great. We're in the process of integrating LLMs into our "what if" scenario modelling platform and this gave me a few ideas on next steps. Sharing this video with my dev team!
-
This is such a great video. Thank you for making it. I had no idea this sort of thing was possible and I'm finding all sorts of ways to take advantage of it now.
-
Incredible intro video for the semi technical about how chat gpt and similar models will be used in daily life to improve the mundane tasks, with a side of cautions about incorrect answers and computational limitations! Great balance, Iβm already sharing it around our team π
-
Hi Thu! Last year I had referenced your panel dashboard video to build my personal finance dashboard. I like seeing how you built yours. Your content is very useful. Thank you!
-
What an amazing video! This is definitely a personal project that I've wanted to tackle and while I'm familiar with other languages, I'll definitely use your video as a guideline.
-
Excellent video, I used the concepts to enhance a project that I had already started in R and it worked fine, but so slow in my computer (like 5 min to analyse 10 registers). Now I know the concepts and I`ll keep experimenting with other LLM models. Thank you!
-
Always good to see more people bringing data skills to understand personal finance.
-
Thank you for sharing this dear! You covered the basics and shown the path to a great first goal with your own custom on premise and well licensed LLM. Huge!
-
Wow absolutely wow, thank you for such a great project, so many ideas ringing in my head. Cheers
-
This was an excellent video - many thanks for sharing!
-
Love the video! The beginning sets up the project perjectly and the tutorial is very easy to follow!
-
wow, so concise, to the point, no nonsense, clean, information packed presentation, thank you.
-
Thank you so much for making this video. Subscribed, this is exactly the content I look for
-
Wow this is fantastic video. Thank you, Thu!
-
Amazing work you put in here. This is inspiring
-
J'ai adorΓ©, vidΓ©o super clair allant droit au but et qui nous la joie d'aller dΓ©couvrir le code
-
Thanks so much! It giving me inspiration for using this in a security analysis context.
-
Really awesome explanation! I am going to use this. Thank you Thu!!
-
Thanks for the great overview of using aa local LLM Thuy! Very useful and informative.
