You will complete hands-on labs and projects to apply and demonstrate your newly acquired skills and knowledge. For example the Python course includes a project to create a random album generator. The specialization Capstone involves a Battle of Neighborhoods using geospatial data and building a machine learning model.
Programa Especializado - Applied Data Science
Get hands-on skills for a Career in Data Science. Learn Python, analyze and visualize data. Apply your skills to data science and machine learning.
Sobre este Programa Especializado
This is an action-packed specialization is for data science enthusiasts who want to acquire practical skills for real world data problems. It appeals to anyone interested in pursuing a career in Data Science, and already has foundational skills (or has completed the Introduction to Applied Data Science specialization). You will learn Python - no prior programming knowledge necessary. You will then learn data visualization and data analysis. Through our guided lectures, labs, and projects you’ll get hands-on experience tackling interesting data problems. Make sure to take this specialization to solidify your Python and data science skills before diving deeper into big data, AI, and deep learning.
Creada por:
4 courses
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Proyectos
Diseñado para ayudarte a practicar y aplicar las habilidades que aprendiste.
Certificados
Resalta tus nuevas habilidades en tu currículum o LinkedIn.
Descripción general de los proyectos
Cursos
- Beginner Specialization.
- No prior experience required.
CURSO 1
Python for Data Science
Sesión actual: Jun 18- Subtítulos
- English
Acerca del Curso
This introduction to Python will kickstart your learning of Python for data science, as well as programming in general. This beginner-friendly Python course will take you from zero to programming in Python in a matter of hours. Module 1 - Python Basics • oPuedes elegir tomar solo este curso. Más información.
CURSO 2
Data Visualization with Python
Sesión actual: Jun 18- Dedicación
- 3 weeks of study, 4-5 hours/week
- Subtítulos
- English
Acerca del Curso
"A picture is worth a thousand words". We are all familiar with this expression. It especially applies when trying to explain the insight obtained from the analysis of increasingly large datasets. Data visualization plays an essential role iPuedes elegir tomar solo este curso. Más información.
CURSO 3
Data Analysis with Python
Sesión actual: Jun 18- Dedicación
- This course requires approximately two hours a week for six weeks
- Subtítulos
- English
Acerca del Curso
Learn how to analyze data using Python. This course will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningfulPuedes elegir tomar solo este curso. Más información.
CURSO 4
Applied Data Science Capstone
Comienza el July 2018- Dedicación
- 5 weeks of study, 6-7 hours/week
- Subtítulos
- English
Acerca del Curso
This capstone project course will give you a taste of what data scientists go through in real life when working with data. You will learn about location data and different location data providers, such as Foursquare. You will learn how to make RESTful API calls to the Foursquare API to retrieve data about venues in different neighborhoods around the world. You will also learn how to be creative in situations where data are not readily available by scraping web data and parsing HTML code. You will utilize Python and its pandas library to manipulate data, which will help you help you refine your skills for exploring and analyzing data. Finally, you will be required to use the Folium library to great maps of geospatial data and to communicate your results and findings.Puedes elegir tomar solo este curso. Más información.
Creadores
Joseph Santarcangelo
Ph.D., Data Scientist at IBM
Alex Aklson
Data Scientist
Rav Ahuja
Data Science Program Manager
FAQs
More questions? Visit the Learner Help Center.
