Engenheiro de dados em Python

Avance em sua jornada para se tornar um engenheiro de dados com nosso curso focado em Python, que é ideal para aqueles com conhecimento básico de SQL do nosso curso Associate Data Engineer. Este curso se aprofunda no mundo da engenharia de dados, enfatizando a função do Python na automação e otimização dos processos de dados. Começando com uma compreensão da computação em nuvem, você avançará na programação em Python, desde o básico até tópicos avançados, incluindo manipulação, limpeza e análise de dados. Participe de projetos práticos para aplicar o que você aprendeu em cenários do mundo real. Você explorará práticas eficientes de codificação, princípios de engenharia de software e controle de versão com o Git, preparando-o para os desafios profissionais da engenharia de dados. A introdução aos pipelines de dados e ao Airflow equipará você com as habilidades necessárias para projetar, programar e monitorar fluxos de trabalho de dados complexos.

Python57 horas12 courses3 projectsDeclaração de Realização

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Understanding Cloud Computing

A non-coding introduction to cloud computing, covering key concepts, terminology, and tools.

2 hours

Introduction to Python for Developers

Master the fundamentals of programming in Python. No prior knowledge required!

3 hours

Intermediate Python for Developers

Dive into the Python ecosystem, discovering modules and packages along with how to write custom functions!

2 hours

Introduction to Importing Data in Python

Learn to import data into Python from various sources, such as Excel, SQL, SAS and right from the web.

3 hours

Intermediate Importing Data in Python

Improve your Python data importing skills and learn to work with web and API data.

2 hours

Cleaning Data in Python

Learn to diagnose and treat dirty data and develop the skills needed to transform your raw data into accurate insights!

4 hours

Cleaning Bank Marketing Campaign Data

Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.

2 hours

Writing Efficient Python Code

Learn to write efficient code that executes quickly and allocates resources skillfully to avoid unnecessary overhead.

4 hours

Streamlined Data Ingestion with pandas

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

4 hours

Introduction to Git

Familiarize yourself with Git for version control. Explore how to track, compare, modify, and revert files, as well as collaborate with colleagues using Git.

4 hours

Software Engineering Principles in Python

Learn about modularity, documentation, and automated testing to help you solve data science problems more quickly and reliably.

4 hours

Performing a Code Review

Review a data analysis workflow for adherence to Python standards and best-practices.

2 hours

Introduction to Data Pipelines

This introductory course will help you hone the skills to build effective, performant, and reliable data pipelines.

4 hours

Introdução ao fluxo de ar em Python

4 hours

Building a Retail Data Pipeline

Test your Data engineering skills by creating a data pipeline to analyze E-commerce business of Walmart!

2 hours

code-along

Cleaning Data in Python

In this live training, we will work on cleaning a dataset of audiobooks from audible.in

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Cadastre-se mais .css-ou6dz6{color:#03ef62;}13,710,000 Alunos e comece Engenheiro de dados em Python Hoje!

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Training 2 or more people?

Cadastre-se mais 13,710,000 Alunos e comece Engenheiro de dados em Python Hoje!