Tag: LSTM

Stock Market + Time Series LSTM = Failure

I will show you how to predict the stock market with LSTM and time series in this article. The basic machine learning models ruin the result. This article is based on my experience, as I have been writing on this topic for quite some time now. Let’s start by importing libraries: import...

Stock Prediction and Forecasting Using LSTM(Long-Short-Term-Memory)

In an ever-evolving world of finance, accurately predicting stock market movements has long been an elusive goal for investors and traders alike. While countless strategies and models have emerged over the years, one approach has recently gained significant traction due to its ability to capture com...

Football Betting Predictor with LSTM : Project “BetinAbi”

Introduction: Predicting sports match results has been an area of interest for many researchers to date. By using many different data sets and models, the percentage of correct predictions of these models has been tried to be increased, thus helping us to understand the parameters that give good ...

How ChatGPT Works: The Models Behind The Bot

This gentle introduction to the machine learning models that power ChatGPT, will start at the introduction of Large Language Models, dive into the revolutionary self-attention mechanism that enabled GPT-3 to be trained, and then burrow into Reinforcement Learning From Human Feedback, the novel techn...

Predicting Stock Prices with LSTM and GRU: A Step-by-Step Guide

Inthis tutorial, we’ll dive into the exciting world of stock price prediction using Long Short-Term Memory (LSTM) neural networks. LSTM is a powerful deep-learning technique for time series forecasting, making it ideal for predicting stock prices. LSTM is just multiple copies of itself ...