Packt
Python for Data Analysis and Automation
Packt

Python for Data Analysis and Automation

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
初级 等级

推荐体验

1 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
初级 等级

推荐体验

1 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Master Python basics, including data types, variables, and functions

  • Develop automation skills for data processing and file management

  • Debug effectively and optimize Python scripts for robust performance

  • Apply Python to real-world tasks with a project on spreadsheet automation

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

13 项作业

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有13个模块

In this module, we will explore the existing tech divide in workplaces and how Python serves as a bridge to unify tech-savvy individuals and newcomers. You’ll also learn why Python is a beginner-friendly language and gain an overview of the course structure to guide your learning journey.

涵盖的内容

3个视频2篇阅读材料1个插件

In this module, we will dive into the fundamentals of Python, covering its significance, comparisons with other languages, and its real-world applications. You’ll also learn how to set up and practice Python in the most accessible environments.

涵盖的内容

5个视频1个作业1个插件

In this module, we will focus on Python's basic data types, including strings, integers, floats, and Booleans. Through hands-on demonstrations and exercises, you’ll gain proficiency in using these foundational elements to build more complex programs

涵盖的内容

6个视频1个作业1个插件

In this module, we will introduce Python's built-in functions, exploring their role and ways to access them. You’ll learn to effectively use these functions to perform various tasks and solidify your knowledge through exercises.

涵盖的内容

4个视频1个作业1个插件

In this module, we will cover variables and functions, their syntax, and how to store, manipulate, and evaluate data effectively. Additionally, you’ll learn best practices for commenting and refining your code while completing practical exercises.

涵盖的内容

7个视频1个作业1个插件

In this module, we will examine the nature of Python errors and debugging strategies. From understanding stack traces to using try-except blocks, you’ll acquire the tools to troubleshoot effectively and build resilient programs.

涵盖的内容

6个视频1个作业1个插件

In this module, we will explore Python keywords, their importance, and their usage in various contexts. Through focused examples and exercises, you’ll gain a deeper understanding of these building blocks in Python programming.

涵盖的内容

4个视频1个作业1个插件

In this module, we will delve into conditional logic with if-else statements. You’ll learn how to write basic to advanced logic structures, evaluate values, and practice your skills through targeted exercises.

涵盖的内容

5个视频1个作业1个插件

In this module, we will cover advanced data storage techniques using lists and dictionaries. You’ll explore looping methods to manage complex data structures efficiently and practice these skills through exercises.

涵盖的内容

6个视频1个作业1个插件

In this module, we will introduce Python modules and their role in extending functionality. You’ll learn how to leverage built-in modules and import external ones to streamline and enhance your projects.

涵盖的内容

3个视频1个作业1个插件

In this module, we will guide you through the installation of Python on various platforms, including Mac, Windows, and IDEs. You’ll also learn to manage files, run scripts, and utilize pip to install packages for your projects.

涵盖的内容

8个视频1个作业1个插件

In this module, we will work on a practical project to automate data updates in spreadsheets. You’ll apply your Python knowledge to manipulate Excel and CSV files, validate and transform data, and optimize your script for reliability.

涵盖的内容

9个视频1个作业1个插件

In this module, we will summarize the course content and outline the future opportunities for expanding your Python skills. You’ll gain insights into advanced topics and practical applications to continue your learning journey.

涵盖的内容

1个视频1篇阅读材料2个作业1个插件

获得职业证书

将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。

位教师

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