Juan Arturo Cruz Cardona

May 21, 2021

Build a Python Chatbot using Keras & NLTK

Deep Learning Project — Through this tutorial, you will build a Chatbot capable of responding some of your messages after learning certain patterns the user can introduce. You require good python programming skills and basic knowledge about neural networks and deep learning. BEFORE STARTING SYSTEM REQUIREMENTS The project was made using the following package versions: Python…

Keras

7 min read

Mar 13, 2021

Using Logistic Regression for Image Classification

Machine Learning Project SYSTEM REQUIREMENTS Basic python programming skills Basic knowledge of logistic regression Numpy python library Pandas python library Matplotlib python library Before anything else add this lines of code at the top of your file import pandas as pd import numpy as np import matplotlib.pyplot as plt In case you…

Logistic Regression

7 min read

Nov 26, 2020

Build a Reinforcement Learning Terran Agent with PySC2 2.0 framework

USEFUL LINKS FOR THE TUTORIAL Units PYSC2 Functions PYSC2 BEFORE STARTING Through this tutorial, you will build a Smart Terran Agent capable of learning to develop a better strategy over time through a reward system based on the actions it tooks and the state resulting from those. System requirements PySC2 2.0 framework installed Pandas python library Numpy…

Pysc 2

8 min read