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Vincent Codes Finance

Python tutorials
- Install Python 3.12
- Python basics
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Vincent Codes Finance

Coding (mostly) in Python for empirical research in finance

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Categories

All (16)

AI (5)

Bert (1)

Copilot (1)

Econometrics (2)

Git/GitHub (1)

LaTeX (1)

LLM (5)

Local AI (3)

Machine Learning (5)

Pandas (1)

Python (11)

Reproducibility (2)

Scraping (1)

Sentiment (1)

Tutorial (4)

Visual Studio Code (1)

VS Code (3)

Writing (2)

Claude Code for Data Analysis

VS Code

LLM

Python

Machine Learning

AI

Claude Code is a powerful new way to work with coding agents. In this post, I’ll walk through how to get started with Claude Code for data analysis, the workflow I…

Use Devcontainers for safe and replicable research

Visual Studio Code

Reproducibility

Tutorial

In empirical finance research, the tools and methodologies we employ play a crucial role in ensuring the integrity and reproducibility of our findings. One such powerful…

Using Ollama with Continue as an AI-Powered Coding and Writing Assistant

VS Code

Copilot

Local AI

LLM

Python

Machine Learning

AI

Writing

GitHub Copilot is an amazing AI-assistant that helps developers write code faster and with fewer errors. However, it does have some limitations, such as the need for an…

Financial news sentiment analysis in Python

Python

Sentiment

Bert

LLM

Machine Learning

AI

In the dynamic world of finance, understanding market sentiment is crucial for researchers and practitioners alike.

Scrape financial data from SEC Edgar with Python and edgartools

Python

Scraping

In the field of finance, the application of machine learning, especially text analysis, has become increasingly popular. Researchers are constantly seeking out rich datasets…

Summarize and query PDFs with AI using Ollama

Local AI

LLM

Python

Machine Learning

AI

Large language models (LLMs) have revolutionized the way we interact with text data, enabling us to generate, summarize, and query information with unprecedented accuracy…

Speed up your scientific computing workflows with MLX

Python

The rapidly evolving landscape in machine learning (ML) tools and libraries sometimes offer positive spillovers for scientific computing and empirical finance research. One…

Using Ollama as a ChatGPT Replacement

Local AI

LLM

Machine Learning

AI

Local Large Language Models (LLMs) like Ollama offer a powerful alternative to cloud-based solutions like ChatGPT. In this post, explore the benefits of using Ollama as a…

Efficient reading and parsing of large CSV files in Python with Pandas and Arrow

Python

Pandas

CSV files are ubiquitous in empirical finance and data science more generally. They are easy to create and read and are supported by most data processing tools. The pandas.re…

Writing LaTeX Documents in VS Code

VS Code

LaTeX

Writing

LaTeX is a powerful typesetting system that is widely used for producing scientific publications and academic papers. Visual Studio Code is a versatile and extensible code…

Using GitHub for academic research

Git/GitHub

Reproducibility

Tutorial

Git and GitHub are powerful version control tools for managing your research projects and collaborating with others while keeping a detailed record of your work. In this…

Estimating standard errors in time series data with Python and statsmodels

Python

Econometrics

In this post, I show how to estimate standard errors in OLS regressions of time series data with Python and the statsmodels library.

Estimating standard errors in panel data with Python and linearmodels

Python

Econometrics

In this post, I show how to estimate standard errors in panel data with Python and the linearmodels library.

Python basic tutorial

Python

Tutorial

I posted a tutorial on the basics of the Python syntax. This tutorial has been updated for Python 3.12, and covers the basics of the Python syntax. It is intended for…

Installing Python 3.12

Python

Tutorial

In this short tutorial, I cover installing Python 3.12 and the related tools for a complete coding environment.

New Year, new blog

Happy New Year and welcome to the first post of Vincent Codes Finance! As we step into a fresh year, I’m thrilled to launch this new blog and companion YouTube channel…

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