Uncategorized Archives - Mark Baerthel

January 15, 2025January 16, 2025Uncategorized

Liquidity Forecasting and Financial Planning: A Comprehensive Guide

Mastering Financial Foresight: An Exhaustive Guide to LucaNet and Advanced Liquidity Planning Strategies Navigating the complexities of modern finance necessitates a robust framework for both financial planning and liquidity management. In an era defined by rapid economic shifts and intricate global markets, the ability to accurately predict financial outcomes and maintain optimal liquidity is not merely advantageous—it is mission-critical. This comprehensive exposition delves into the granular details of these essential disciplines, with a spotlight on LucaNet as a pivotal software solution, complemented by an extensive comparative analysis of other leading platforms. Our aim is to provide financial professionals with an […]

December 26, 2022January 2, 2023Uncategorized

Python libraries for financial calculation

Python is a powerful programming language that is widely used in the financial industry for data analysis, modeling, and automation. There are many Python libraries that provide useful tools and functionality for financial calculations, and in this article, we will introduce seven of the most popular and useful ones. 7 most useful Python libraries for financial calculation In conclusion, Python is a powerful programming language that provides a wide range of libraries for financial calculation and analysis. These seven libraries – PyAlgoTrade, Pyfolio, Zipline, SciPy, Scikit-learn, Finmarketpy, and NumPy – are some of the most popular and useful tools for […]

December 24, 2022January 2, 2023Uncategorized

Interpreting ACF and PACF Plots

Autocorrelation function (ACF) plot and the partial autocorrelation function (PACF) plot Time series forecasting is a common task in data science, as it involves predicting future values of a time-dependent variable based on past observations. One of the tools that is commonly used to analyze and forecast time series data is the autocorrelation function (ACF) plot and the partial autocorrelation function (PACF) plot. The ACF plot is a graphical representation of the autocorrelation between different lags of a time series. Autocorrelation is a measure of the correlation between a time series and a lagged version of itself. For example, if […]

December 17, 2022January 2, 2023Uncategorized

Liquidity forecasting with machine learning models

Liquidity forecasting is an important aspect of financial management, as it helps businesses and investors anticipate and plan for potential cash flow shortages or surpluses. Accurate liquidity forecasting can help businesses make informed decisions about how to allocate their resources and manage their financial risks. Traditionally, liquidity forecasting has been done using statistical models that rely on historical data and manual analysis. However, with the rise of machine learning, it has become possible to use algorithms to more accurately forecast liquidity. The benefits of machine learning for liquidity forecasts There are several ways in which machine learning models can be […]

August 1, 2021January 15, 2025Python Playground, Uncategorized

Interactive plots with Python

When working with large datasets the explanatory analysis proofs to be of high importance, both for the client and the data scientist. A visual and potentially interactive approach can greatly help with the development of research hypotheses and is a great start for the data cleaning and prepping process. In Python, there are great packages available to visualize data and great interactive plots. This blog post gives a small overview of available tools, development, and deployment. The vibrant and ever-developing landscape of Python libraries offers a variety of possibilities in 2021. Interactive Python vizualisation libraries There are low code alternatives […]