Enroll Course: https://www.coursera.org/learn/analtica-y-ciencia-de-datos-para-negocio
In today’s data-driven world, understanding analytics and data science is crucial for businesses to stay competitive. One excellent way to gain insightful knowledge in this area is through the Coursera course ‘Analítica y ciencia de datos para negocios’. This course not only provides students with foundational principles but also equips them with practical skills essential for real-world applications.
The primary goal of the course is to enable students to apply basic principles of analytics and data science while navigating the various stages of a data analysis project. Throughout the course, students become familiar with data preprocessing and handle critical techniques such as missing data analysis, outlier detection, normalization, and discretization.
The syllabus is structured effectively, starting with an INTRODUCTION section where essential concepts are covered to ensure students have a solid grounding to build upon. The course is divided into four primary modules:
- MÓDULO 1 – CONCEPTOS GENERALES: This module presents the main techniques of business analytics, providing a broad overview of common techniques used in data analysis models.
- MÓDULO 2 – PREPROCESAMIENTO DE DATOS (1): Datos faltantes: Focuses on the complex and time-consuming aspect of preprocessing data, specifically tackling the issue of missing data and potential treatment options.
- MÓDULO 3 – PREPROCESAMIENTO DE DATOS (2): Detección de outliers: Advances the discussion of preprocessing with a focus on detecting and addressing outliers.
- MÓDULO 4 – PREPROCESAMIENTO DE DATOS (3): Normalización, Discretización y Reducción dimensional: This module wraps up the preprocessing section by delving into transformation techniques and dimensionality reduction.
One of the highlights of this course is its hands-on approach. Students are encouraged to engage with real-world data sets, which helps reinforce theoretical concepts and enhances practical skill development. With pre-recorded lectures, quizzes to test understanding, and assignments that simulate real business scenarios, the learning experience is both engaging and effective.
Whether you’re a business professional looking to leverage data analytics for decision-making or a student wishing to expand your knowledge in data science, ‘Analítica y ciencia de datos para negocios’ is a highly recommended course. It breaks down the intimidating world of data analysis into manageable, understandable components and ensures that students walk away with valuable skills relevant to today’s job market.
If you’re interested in embarking on a journey to harness the power of data for better business insights, this course on Coursera might just be the perfect place to start!
Enroll Course: https://www.coursera.org/learn/analtica-y-ciencia-de-datos-para-negocio