Verified MATLAB & Simulink Project

Bitcoin Price Prediction: TensorFlow & Python with MATLAB

Bitcoin Price Prediction: TensorFlow & Python with MATLAB – MATLAB Simulation Video
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MATLAB R2020a - R2024b
Zero Convergence Errors
Simscape / SimPowerSystems
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What is Bitcoin Price Prediction: TensorFlow & Python with MATLAB?

Bitcoin Price Prediction: TensorFlow & Python with MATLAB is a MATLAB-based technical project and simulation model. MATLABSolutions demonstrate how to predict the bitcoin price by using past bitcoin price dataset. Bitcoin is highly volatile it jumps up suddenly or may go down in a while. The prediction of bitcoin required highly trained model with error free coding. The bitcoin price prediction can greatly help investors while selling or buying bitcoin shares.

Project Methodology

This requires the usage of deep learning program for highly accurate prediction. The past data is downloaded from Blockchain.info. . This past data of the bitcoin will be used for building and training the models. This program is tested for 3 weeks. Price in this educational video is predicted for 25th Nov-2017. The results of the model will be used for comparison with the real data to ascertain the accuracy of the model.

Verified MATLAB Simulation Code Demonstration

Syntax-highlighted executable code demonstration for Bitcoin Price Prediction: TensorFlow & Python with MATLAB:

MATLAB numerical_optimization.m
% MATLAB Constrained Numerical Optimization
clc; clear; close all;

obj_fun = @(x) (x(1)-2)^2 + (x(2)-3)^2;
x0 = [0, 0]; A = [1, 2]; b = 4; lb = [0, 0];

options = optimoptions('fmincon', 'Display', 'off', 'Algorithm', 'sqp');
[x_opt, fval] = fmincon(obj_fun, x0, A, b, [], [], lb, [], [], options);

fprintf('Optimization Solved: Minimum Value = %.4f\n', fval);
Bitcoin Price Prediction: TensorFlow & Python with MATLAB $50.00
$50.00