Category: Python Playground

Python Playground

Revolutionizing Liquidity Planning and Financial Forecasting with LucaNet: A Comprehensive Guide for CFOs and Finance Teams

Liquidity Planning & Financial Forecasting with LucaNet: CFO Solutions Introduction In today’s rapidly evolving business environment, financial executives— especially CFOs—are under unprecedented pressure to provide real-time insights and strategic direction. Economic volatility, global competition, and complex regulatory requirements demand that finance teams be agile, data-driven, and forward-thinking. Traditional approaches to planning and forecasting can rapidly become outmoded or insufficient—particularly when managing liquidity and anticipating future cash flow demands. Enter LucaNet, a leading provider of integrated financial software solutions. LucaNet optimizes core finance and accounting functions, especially around liquidity planning and financial forecasting. Its CFO Solution Platform and single-source-of-truth framework deliver […]

Python Playground

Fraud detection in banking.

Machine learning in fraud detection  Machine learning is a powerful tool that can be used to detect fraudulent activity in a variety of industries, including the banking industry. By analyzing patterns and trends in data, machine learning algorithms can identify suspicious activity that might be indicative of fraud, and alert businesses to potential risks. Hands-on example One real-life example of how machine learning is being used to detect fraud in the banking industry is the use of behavioral analytics. Behavioral analytics is a type of machine learning that analyzes patterns of behavior in order to identify abnormal or suspicious activity. […]

Python Playground

Fraud detection with artificial intelligence

Fraud detection is an important aspect of running a business, as it helps to protect against financial losses and maintain customer trust. In recent years, artificial intelligence (AI) has emerged as a powerful tool for detecting and preventing fraud. In this article, we will explore how AI can be used for fraud detection, and the benefits it brings to the process. The impact of AI in fraud detection One way that AI can be used for fraud detection is through the use of machine learning algorithms. These algorithms are able to analyze large amounts of data and identify patterns that […]

Python 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 […]