Algorithmically drawing Trend Lines on a Stock Chart
Using Image Processing Techniques on Time Series Data Source
Technologies
Using Machine Learning to Locate Support and Resistance Lines for Stocks
Support and Resistance lines are defined as certain levels of the assets price at which the price action may stop and/or reverse due to a larger number of interested investors in those price levels. They ...
Building A Monte Carlo Method Stock Price Simulator With Geometric Brownian Motion And Bootstrap Sampling
Built a web app using Python Flask that allows you to simulate future stock price movements using a method called Monte Carlo simulations with the choice of two ‘flavours’ : Geometric Brownian Motion (GBM) and ...
Stock Market Trading With Reinforcement Learning
In the world of deep learning, no matter how cutting edge your models may be, you don’t get very far without well understood and clean data. This fact is especially true in the realm of ...
Can a Machine Learning Model Read Stock Charts and Predict Prices?
What if your Machine Learning model could literally read the stock price charts like a human? Most of the ML models out there are trying to predict stock prices (or the changes in stock prices) ...
Python: How to Get Live Market Data (Less Than 0.1-Second Lag)
This article is going to be a bit special. I am going to test the latest release from Yahoo Finance API for Python, which provide the possibility to get live data with less than a ...
Monte Carlo Pricing in Python
A guide to the notion of securities pricing with code The majority of the time in undergraduate quantitative finance coursework is spent on pricing different securities. Initially, there is a heavy emphasis on the time ...
Crash Course — Python & Pandas for Trading and Investing
Python and Pandas make it pretty easy to analyze and visualize time series data, even if you’re a beginner. In this crash course, you’ll learn about: Importing packages Making a random time series Transforming data ...
AI vs. Momentum: Predicting Stock Prices Using Social Media Sentiment
As the corporate landscape evolves and social media continues to impact the business world, at accentedge we decided to do a study using Artificial Intelligence (AI) to see if we could understand the relationship between ...
Forecasting Business KPIs With Python Using Prophet
Learn how to add value to your business by forecasting future performance with Prophet. Part 1 – SourcePart 2 – Source