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所在平台: Udemy |
课程主页: https://www.udemy.com/course/simplifie-sql-data-science-for-data-scientist-aiml-tm/
课程评论：没有评论
课程名称：面向数据科学家的简化SQL数据科学 - AIML TM 课程概述：欢迎参加《数据科学的SQL基础入门 - 数据科学家™》课程。本课程旨在为学生提供管理和分析数据所需的基本SQL技能，特别是在数据科学的背景下。无论你是SQL的新手，还是希望加强数据分析技能的专业人士，课程都会引导你掌握有效查询和操作数据所需的基础和高级技术。 课程开始时，你将学习基本的SQL概念，包括如何编写查询、从数据库中检索信息和处理大型数据集。随着学习的深入，课程将涵盖更复杂的SQL主题，如联接、子查询、窗口函数及查询优化。到课程结束时，你将理解SQL如何与数据科学工作流程相结合，从而自信地应对实际数据问题。 本课程特别适合有志成为数据科学家、分析师及希望将SQL技能加入其技能组的专业人士。通过实践，你可以获得扎实的数据管理和分析基础。 课程内容： - 数据科学的基础概念及工作流程 - 深入了解关键数据科学技术与过程 - 数据科学方法与传统数据分析的区别 - 探讨成功数据科学家的角色、职责及所需技能 - 熟悉SQL及其在数据科学中的重要性 - 学习如何编写基本SQL查询以操作和检索数据 - 理解更复杂的SQL查询，包括联接和子查询 此课程将为你在数据科学和SQL领域奠定坚实基础。
The Introduction to SQL for Data Science - Data Scientist™ course is designed to equip students with essential SQL skills for managing and analyzing data in the context of data science. Whether you're new to SQL or looking to strengthen your data analysis skills, this course will guide you through the fundamentals and advanced techniques necessary to query and manipulate data effectively.Starting with basic SQL concepts, you'll learn how to write queries, retrieve information from databases, and work with large datasets. As you progress, the course covers more advanced SQL topics, including joins, subqueries, window functions, and query optimization. By the end, you'll understand how SQL integrates with data science workflows, enabling you to handle real-world data problems confidently.Ideal for aspiring data scientists, analysts, and professionals looking to add SQL to their skill set, this course will provide a solid foundation in data management and analysis with hands-on practice using SQL.Data Science Session:- Understand the foundational concepts and workflow of data science.Data Science Session 2:- Dive deeper into key data science techniques and processes.Data Science vs Traditional Analysis:- Learn the differences between data science methods and traditional data analysis.Data Scientist:- Explore the role, responsibilities, and skills required to be a successful data scientist.Introduction to SQL for Data Science:- Get familiar with SQL and its importance in data science for managing and querying data.SQL Queries for Data Science:- Learn how to write basic SQL queries to manipulate and retrieve data.SQL and Advanced Queries:- Understand more complex SQL queries for data analysis, including joins and subqueries.
