TracyreneeCan you predict bitcoin prices using sklearn’s MLPRegressor?I have been spending the last several blog posts working on how to make predictions on bitcoin because there are so many models that can be…·5 min read·1 day ago----
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·2 days 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·4 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·6 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·May 12, 2024----
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----