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 3.9.5 x64 bit (Tensorflow doesn’t run on 32-bit distributions)
  • Tensorflow 2.5.0
  • Keras 2.4.3
  • nltk 3.6.2
  • numpy 1.19.5

ERRORS THAT MAY APPEAR

While running the project I encountered the following issues that you may also have to deal with:

  • Error Type #1

To solve this error you may need to download…


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 need it you can use the command “pip install package_name” to set up your work environment.

PROBLEM STATEMENT

The idea of this project is to develop and train a model that is able to take the pixel values of a digit and identify if it is an image of the digit one…


USEFUL LINKS FOR THE TUTORIAL

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 python library
  • Basic python programming skills

Also take into consideration that reinforcement learning to the complete game is extremely complex and takes a lot of time and computational power, we can make things easier for ourselves by significantly reducing the complexity of the game, that’s why the bot will be…

Juan Arturo Cruz Cardona

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