Machine Learning for Civil Engineers

Machine Learning for Civil Engineers

Introduction
Overview
Prediction Engines
Classification Engines
Transferring Data Files
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Exploratory Data Analysis
Probability Distributions
Optimization Modeling
Linear Regression
Non-Linear Regression
Logistic Regression
K Nearest Neigbor Classification
Decision Trees and Random Forests
Neural Networks
Validation

Powered by Jupyter Book

Contents

References

Artificial Neural Network using packages¶

References¶

How to create ANN with/without Keras
Python AI: How to Build a Neural Network & Make Predictions

previous

Artifical Neural Network (Homebrew)

next

Artifical Neural Network

By Theodore G. Cleveland
© Copyright 2021.