How To Build An ARIMA+GARCH Trading Strategy Using quantstart
Author(s): ___ Introduction Continue reading on Towards AI » Published via Towards AI …
Random Walk Models for the Financial Markets
Author(s): Dhruva Krishnamurthy The broad goal for time series analysis is to be able to build a model that identifies all autocorrelation in a time series and uses this… Continue reading on Towards AI » Published via Towards AI …
What is Adversarial Neural Cryptography?
Author(s): Jesus Rodriguez The novel approach combines GANs and cryptography in a single, powerful security method. Continue reading on Towards AI » Published via Towards AI …
How to Utilize Autocorrelation for the Financial Markets
Author(s): Dhruva Krishnamurthy The term autocorrelation is used to refer to the correlation between observations in the same time series. Essentially, an autocorrelated… Continue reading on Towards AI » Published via Towards AI …
Using Stocktwits to Create an Investor Sentiment Metric
Author(s): Dhruva Krishnamurthy Stocktwits is advertised as a social media channel for traders. On their website, you can search by ticker to see comments from different… Continue reading on Towards AI » Published via Towards AI …
My VS Code Setup To Prototype Algorithmic Trading Strategies Locally Using LEAN
Author(s): ___ Is this a good alternative to using LEAN CLI? Continue reading on Towards AI » Published via Towards AI …
Building a Relative Price Strength Metric
Author(s): Dhruva Krishnamurthy Timing is key to making trades in the markets. You might know that overall sentiment is low, but once you have the fundamentals, you need… Continue reading on Towards AI » Published via Towards AI …
Beginners Guide: Predict the Stock Market
Author(s): Billy Bonaros We will show you how you can create a model capable of predicting stock prices. Our way to do it is by using historical data and more… Continue reading on Towards AI » Published via Towards AI …
Capital Assets Pricing Model (CAPM) — Using Python
Author(s): Jayashree domala Data Visualization, Programming Capital Assets Pricing Model (CAPM) — Using Python A guide to knowing about CAPM and implementing it in Python. Photo by Maxim Hopman (Unsplash) What is CAPM? The capital asset pricing model (CAPM) is very widely used and is considered to …
The Bond Market — Adding Another Variable to your Financial Analysis
Author(s): Dhruva Krishnamurthy The Bond Market is hugely important due to its direct relationship with money flow. It is a strong indicator of market and risk sentiment… Continue reading on Towards AI » Published via Towards AI …
Time-Series Prediction of Bitcoin Price Using LSTM’s
Author(s): Sameen A simple model to predict Bitcoin price. Continue reading on Towards AI » Published via Towards AI …
Cracking Open Bitcoin with Artificial Intelligence
Author(s): Sean Jude Lyons Visualising SHA256 Continue reading on Towards AI » Published via Towards AI …
Algorithmic Trading Models — Cumulative Sums Filter
Author(s): Dhruva Krishnamurthy In the sixth article of this series, we will continue to summarise a collection of commonly used technical analysis trading models that… Continue reading on Towards AI » Published via Towards AI …
ANN Recommendation System for Stock Selection
Author(s): Louis Chan Repurposing the algorithm behind Spotify for selecting your investment portfolio Continue reading on Towards AI » Published via Towards AI …
Algorithmic Trading Models — Machine Learning (Part 1)
Author(s): Dhruva Krishnamurthy In the fifth article of this series, we will continue to summarise a collection of commonly used technical analysis trading models that… Continue reading on Towards AI » Published via Towards AI …
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