Workshop in Decision Making with Data Science

General

2 locations available

Program Description

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objective

You will know the mathematics related to data science and various applications of use.

Benefits of the program:

  • You will acquire tools and skills for decision making from applying data analysis techniques.
  • You will get data science analysis skills, which will be useful for the future.

Addressed to:

  • Data analyst with no experience.
  • Be interested in math and data science support.

Content of the program

Workshop of four modules , which total 24 hours of learning in total.

Module 1. Introduction to data science (4 hours)

  1. Python description
  2. Python programming
  3. Modules for graphing in Python
  4. Jupyther
  5. Github
  6. Binder
  7. Google-Colab

Module 2. Descriptive statistics with Python (6 hours)

Objective: Perform descriptive statistics with Python

  1. Probability concepts
  2. Python modules for probability
  3. Descriptive statistics
  4. Python modules for statistics

Module 3. Inferential statistics with Python (6 hours)

Objective: Implement linear regression with Python

  1. Inferential Statistics Concepts
  2. Python modules for probability

Module 4. Classification algorithm, Machine Learning (6 hours)

Objective: Implement linear regression with Python

  1. Linear regression
  2. Python modules for linear regression
  3. Introduction to Machine Learning
Last updated Dec 2019

About the School

El Tecnológico de Monterrey es una institución de carácter privado, sin fines de lucro, independiente y ajena a partidos políticos y religiosos. Fue fundado en 1943 gracias a la visión del empresario ... Read More

El Tecnológico de Monterrey es una institución de carácter privado, sin fines de lucro, independiente y ajena a partidos políticos y religiosos. Fue fundado en 1943 gracias a la visión del empresario mexicano Eugenio Garza Sada. Su labor es apoyada por asociaciones civiles integradas por destacados líderes de todo el país, comprometidos con la calidad de la educación superior y con el desarrollo de México. Read less
Monterrey , Buenavista , Mexico City , Zapopan , Puebla City , Mexico City , Santiago de Querétaro , Mexico City , Tampico , San Luis Potosi , Ciudad Juarez , Leon , Saltillo , Cuernavaca , Toluca , Chihuahua , Aguascalientes , Culiacán , Hermosillo , Tijuana , Morelia , Torreón , Cancún , Heroica Veracruz , Ciudad Obregón , Pachuca , Reynosa , Irapuato , Mexicali , Mérida , Oaxaca , Villahermosa , Nogales , Campeche , Mexico City + 34 More Less