Data Storage, Access and Visualization with Python
Learn to create interactive dashboards and master SQL fundamentals with Python to effectively store, access, and visualize data for better decision-making.
Learn to create interactive dashboards and master SQL fundamentals with Python to effectively store, access, and visualize data for better decision-making.
This introductory course focuses on the essential skills needed for effective data storage, access, and visualization using Python, the leading programming language among developers. The five-week curriculum emphasizes that data visualization is as important as the data itself, teaching you how to effectively communicate and present information. You'll learn how to create interactive dashboards that enable both consultation and development of effective data visualization interfaces. The course begins with database fundamentals before progressing to SQL syntax and integration with Python through the sqlite3 library. You'll then advance to creating sophisticated data visualizations and interactive dashboards using Plotly and Dash frameworks. These skills are increasingly valuable in today's data-driven environment, where the ability to present complex information in an accessible, visual format enhances decision-making processes across industries. By the end of this program, you'll have practical experience creating data visualization interfaces and understanding the SQL language fundamentals, enabling you to effectively communicate insights from data. Whether you're interested in data analysis, business intelligence, or application development, this course equips you with essential tools for transforming raw data into meaningful visual representations.
Instructors:
Didier Omar Gamboa Angulo
Jhonatan Perera Angulo
Spanish
Español
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What you'll learn
Recognize key database concepts and fundamentals Identify and use SQL syntax for data manipulation Learn to use the sqlite3 library for Python-database integration Create interactive dashboards with data visualization capabilities Master data management operations in SQL through Python Develop basic charts and graphs using Plotly visualization library Build interactive components using Dash framework Implement callback functions for dashboard interactivity
Skills you'll gain
This course includes:
PreRecorded video
Graded assessments, exams
Access on Mobile, Tablet, Desktop
Limited Access access
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There are 4 modules in this course
This practical course equips you with essential skills for managing and visualizing data using Python across five comprehensive modules. The first module introduces database fundamentals, covering characteristics and types of databases, data modeling concepts, SQL language basics, and establishing Python-SQL connections. In module two, you'll learn database management operations including creating, modifying, and deleting tables, as well as inserting, updating, and modifying records, performing queries on related tables, and importing data from external sources. Module four (note: the course appears to skip module three in the numbering) focuses on data visualization using Plotly, introducing this powerful visualization library and its companion Dash framework. You'll learn data creation and management techniques specifically for visualization purposes and master creating basic charts and graphs with Plotly. The final module covers dashboard creation with Dash, teaching you layout fundamentals, dashboard components, interactions through callbacks, and creating interactive visualizations. Throughout the course, you'll develop practical skills for storing, accessing, and visualizing data, providing you with valuable tools for transforming raw information into meaningful visual representations that support effective decision-making.
Módulo 1. Introducción a Bases de Datos
Module 1
Módulo 2. Manejo de Bases de Datos
Module 2
Módulo 4. Visualización de Datos con Plotly
Module 3
Módulo 5. Creación de Dashboards con Dash
Module 4
Fee Structure
Payment options
Financial Aid
Instructors
Didier Omar Gamboa Angulo
2 Courses
Engineer at Anáhuac Mayab University
Physical Engineer specialized in the development of solutions in Data Science and Technological Innovation. He currently works as a Data Scientist in the Department of Information Technology at Anáhuac Mayab University.
Jhonatan Perera Angulo
2 Courses
Master's degree at Anáhuac Mayab University
Gold Medal at the Mexican Mathematics Olympiad in 2008 and Honorable Mention at the Ibero-American University Mathematics Olympiad in 2009.
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