TracyreneeDoes a LSTM outperform a RNN when predicting bitcoin prices?In the last several posts I have been discussing the different frameworks that can be used to make predictions on bitcoin. One model that I…·5 min read·21 hours ago----
TracyreneeResearch Paper Review: Bitcoin Forecasting Method Based on CNN-LSTM Hybrid Neural Network ModelI have been working on developing models to predict the prices of bitcoins and found a research paper on the internet that explained the…·4 min read·2 days ago----
TracyreneeCan you use a CNN to make predictions on bitcoin prices?In my most recent post, I carried out a review of a research paper where a RNN-LSTM was used to predict on bitcoin prices, and that post…·5 min read·4 days ago----
TracyreneeResearch Paper review: Bitcoin Price Prediction using RNN and LSTMI have been studying how to make predictions on the prices of bitcoin for a few weeks now; first trying to use machine learning to predict…·5 min read·6 days ago----
TracyreneeCan you use keras RNN to predict bitcoin prices?In my last blog post, I asked the question if it is possible to predict bitcoin prices using machine learning. I used a technique that I…·6 min read·May 11, 2024----
TracyreneeCan you make predictions on bitcoin using machine learning?Bitcoin is a decentralised, open-source, peer-to-peer network that operates without a central authority or banks. Although I personally do…·4 min read·May 8, 2024----
TracyreneeI achieved my 52nd bronze medal in a Kaggle competition prediction on the probability of floodingI always enjoy the first of the month when Kaggle puts out a new playground competition. This month’s competition was to predict on the…·4 min read·May 4, 2024----
TracyreneeStatistics Interview question: What is the difference between a parameter and a statistic?Statistics is one subject that a student must study and become well versed in if he hope to become a data scientist. In the last post I…·3 min read·May 1, 2024----
TracyreneeAn analysis of the coronavirus in the UK from 2020 to 2024The coronavirus pandemic was a global pandemic of the COV19 virus. This virus was first identified in Wuhan, China in December 2019 before…·6 min read·Apr 29, 2024----
TracyreneeStatistics interview question: What is the difference between a population and a sample?Statistics is a mathematical body of science that pertains to the collection, analysis, interpretation or explanation, and presentation of…·2 min read·Apr 29, 2024----