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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-python-programming-for-artificial-intelligence-1/
课程评论：没有评论
**课程名称：** Python：人工智能的Python编程（第一部分） **课程概述：** 本课程是人工智能七步之旅的第一部分，将教授学习人工智能算法所需的Python语言基础。课程内容涵盖Python入门、安装、基础语法（变量、字符串、数字、函数、列表、元组、字典、条件语句、循环、面向对象编程）、NumPy库、Pandas库以及Matplotlib库。此外，课程还将深入讲解面向对象编程（OOP）的概念，并通过“租用车辆”项目进行实践。课程以多次测验和考试来评估学习效果。 **学习目标：** * 掌握Python编程基础，包括数据类型、控制流、函数和面向对象编程。 * 熟悉NumPy、Pandas和Matplotlib等在数据科学和可视化中常用的Python库。 * 理解编程逻辑和理论，并能将其应用于实际项目。 * 具备开发AI应用的基础能力。 **为什么选择Python：** * Python是全球最受欢迎和广泛使用的编程语言之一，尤其在数据科学、机器学习和人工智能领域。 * Python易于学习，是初学者的理想选择。 * Python是开源的，并得到Facebook、Google等大型公司的支持。 * 学习Python可以带来丰富的职业发展机会。 **课程亮点：** * **实操教学：** 课程将与学员一同编写代码，并提供所有代码和模板供下载。 * **理论与实践结合：** 不仅教授如何写代码，更深入讲解代码背后的逻辑和理论。 * **专业支持：** 提供专业Python程序员团队和社区的24小时答疑服务。 **讲师团队：** DATAI TEAM是一支由Python程序员和数据科学家组成的团队。 **报名建议：** 立即注册，开启您的人工智能学习之旅！
THIS COURSE IS THE FIRST PART OF 7-STEP ARTIFICIAL INTELLIGENCE JOURNEY.Python Data ScienceVisualization ToolsMachine LearningDeep LearningStatistical LearningReinforcement LearningWe will learn the Python language infrastructure required to learn our ultimate goal, Artificial Intelligence algorithms.PYTHON COURSE DESCRIPTIONPython IntroductionPython InstallationUdemy DescriptionDatai Team Github and ResourcePython BasicsVariables Strings Numbers Built-in FunctionUser Defined FunctionLambda Function List Tuple Dictionary If-else statements For and While LoopsObject Oriented Programming (OOP) Class and Constructor Class VariablesDealing with Programming Errors Syntax ErrorsExceptions Numpy LibraryNumpy BasicsNumpy OperationsIndexing and Slicing Shape Manipulation Stacking Arrays Convert and Copy Array Pandas LibraryPandas Introduction Pandas Basic Methods Indexing and Slicing Filtering List Comprehension Concatenating Transform Data Matplotlib LibraryPandas Review Line Plot Scatter Plot Histogram Bar Plot Subplots Optional: Object Oriented Programming (OOP)ClassesAttributesMethodsMethods vs FunctionsConstructor/InitializerEncapsulationInheritanceAbstract ClassesOverridingPolymorphismRent a Vehicle Project2 Practice Exam: Midterm + Final Exams26 QuizzesWHY PYTHON?According to 2020 IEEE research, Python is one of the most used and preferred programming languages worldwide.Python is the first choice of newcomers to coding thanks to its easy learning.Python is open source, supported by the world's largest companies such as Facebook or Google.When it comes to data science, machine learning or artificial intelligence, Python language comes to mind first. This causes Python to have a large worldwide audience.In terms of professional career, Python is one of the languages with the most opportunities.THE OPPORTUNITIES YOU WILL HAVE WITH THIS COURSECoding ability from scratch: We will code together.Codes and Templates: You can download every Python template and code we have created in the course. Thanks to this code and template, you create the infrastructure for the applications and projects that you will make later.Theory and Logic: We not only tell you how to write code, but also the logic and theory behind the code we write, and why we write such a code.In-class support: We don't just give you video lessons. We have created a professional Python Programmer team and community to support you. This means that you will get answers to your questions within 24 hours.WHO WE ARE: DATAI TEAM ACADEMYDATAI TEAM is a team of Python Programmers and Data Scientists.Let's register for the course.
