Data Science with Python
Duração: 5 dias
Próxima Data: Consulte-nos!
Área: Data Science & Python
Certificação Associada: N/A
Local: Lisboa e Porto
*Curso disponível em Live Training
This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files, and the numpy library. The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and DataFrame as the central data structures for data analysis, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. By the end of this course, students will be able to take tabular data, clean it, manipulate it, and run basic inferential statistical analyses.
This course should be taken before any of the other Applied Data Science with Python courses.
Module 1:Fundamentals of Data Manipulation with Python
Module 2: Basic Data Processing with Pandas
Module 3: More Data Processing with Pandas
Module 4: Answering Questions with Messy Data
Before you start proceeding with this course, we assume that you have prior exposure to APIs, database concepts, and python programming language skills.