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Areas Served: Top 4 Books for AI-Driven Investing
Author(s): Mikhail Mew Originally published on Towards AI. Resources for the Data Minded Investor Photo by Susan Yin on Unsplash As AI and machine learning have regained popularity over the last two decades, so has an interest in their application to financial …
Bond Valuation and Analysis (Part 1)
Author(s): Mishtert T Originally published on Towards AI. A Baby Step into World of Applied Finance How to calculate Present Value, Future Value, Time Value of Money — an R Example Bonds are units of corporate debt issued by companies and securitized …
Stock Downloader API with Alpha Vantage
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Finance Full code available on my GitHub repository. In the past few weeks, I scavenged the internet in search of reliable ways to download historical stock prices. Unfortunately, it is not easy to find …
Utilization of Dask ML Framework for Fraud Detection —End-to-end Data Analytics
Author(s): Odemakinde Elisha Originally published on Towards AI. Data Analytics, Machine Learning Photo by Michael Longmire on Unsplash Introduction Fraudulent activities have become a rampant activity that has aroused a lot of curiosity in the financial sector. This has posed a lot …
A Beginner’s Guide to Predicting Stock Prices with Machine Learning
Author(s): SPX Originally published on Towards AI. Predicting stock prices is a popular task in the field of finance. It involves forecasting the future value of a company’s stock based on past data and market trends. Many investors use stock price predictions …
Open Source Portfolio Tracking with yFinance API
Author(s): Sergei Issaev Originally published on Towards AI. No more logging in to numerous brokerages to get your current net worth Cryptocurrencies. Image by Stable Diffusion. Motivation Let’s face it — keeping track of all the places your net worth is split …
Predicting Stock Prices using ARIMA, Fourier Transforms, and Technical Indicators with Deep Learning: A Comprehensive Guide
Author(s): The AI Quant Originally published on Towards AI. Data Preparation In this article, we will explore the use of ARIMA and Fourier Transforms as features in a deep learning model for financial prediction. ARIMA (AutoRegressive Integrated Moving Average) is a widely …
What Should AI Learn from the Randomness in Financial Data?
Author(s): Shunyu (Andy) Tang Originally published on Towards AI. The Magic Power of Voting to Increase the Accuracy of Predictions from 60% to 90% Photo by Paul Wong on Unsplash Artificial Intelligence (AI) has entered an exponential growth phase since 2012. If …
Stochastic Parrots: A Novel Look at Large Language Models and Their Limitations
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Image by Author via Stable Diffusion Recently, The term “stochastic parrots” has been making headlines in the AI and natural language processing (NLP) community. Particularly after the hype created by Large Language …
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting
Author(s): Berend Originally published on Towards AI. Image by Author. This article, written by Berend Gort, details a project he worked on as a Research Assistant at Columbia University. The project will be generously donated to the open-source AI4Finance Foundation, which aims …
Few-shot Financial Sentiment Classification — Does It Work?
Author(s): Neo Yi Peng Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The toughest thing in my data science career so far is not modeling, keeping up with the latest research, or even …
AI/ML Model Build and Explainability (XAI)
Author(s): Himanshu Swamy Originally published on Towards AI. Machine Learning & Artificial Intelligence to Reduce Financial Crimes Insurance Business Overview One of the major components of the economy is the insurance industry, it protects against the financial risks that are present at …
Top 5 Essential Machine Learning Libraries for Financial Engineering
Author(s): Anil Tilbe Originally published on Towards AI. Five machine learning libraries, with one being the most important library, to use for financial engineering use cases This member-only story is on us. Upgrade to access all of Medium. By vedanti from Pexels …
Trading with AI, a dream or reality
Author(s): Ali Ghandi Originally published on Towards AI the World’s Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale …
Slang Terms for Cryptocurrencies Everyone Should Know
Author(s): Gaurav Sharma Originally published on Towards AI the World’s Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale …
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