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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-science-and-machine-learning-in-python/
课程评论：没有评论
课程名称：Python中的数据科学与机器学习 课程概述：此课程全面介绍了如何利用Python的强大功能进行数据分析、创建精美的可视化图形，以及使用强大的机器学习算法。哈佛大学指出，21世纪最重要的职业之一是“数据科学家”，在美国，数据科学家的平均年薪超过120,000美元！数据科学是一项有前途的职业，能够帮助你解决一些世界上最有趣的问题。如果你有一定的编程经验，或者是一位希望在数据科学领域快速提升自己职业发展的开发者，这门课程非常适合你！你不需要花费数千美元参加其他课程，因为此课程以非常低的成本提供同样的信息。 本课程包含超过125节高清视频讲座（涵盖Python、机器学习、SQL和TABLEAU），并为每节课提供详细的代码笔记，是一门极为详细的课程，适合希望在一个地方成为数据科学家的学习者。你将学习使用Python进行真实的机器学习、Python编程、数据整理以及数据可视化的技巧。 在课程中你将学习到的主题包括： - 使用Python编程 - NumPy - Python中的数据整理 - 使用Pandas处理Excel文件、文本文件、JSON、云数据（AWS）等 - 将Python连接到SQL - 使用Seaborn进行数据可视化 - PostgreSQL的完整SQL知识 - TABLEAU - 一种优秀的数据可视化软件 - SciKit Learn中的机器学习，包括： - 线性回归 - 逻辑回归 - K近邻算法 - K均值聚类 - 决策树 - 随机森林 - 支持向量机 - 朴素贝叶斯 - 超参数调整 - 特征工程 - 模型选择 - 以及更多内容！ 现在就报名参加课程，成为一名数据科学家吧！
This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms!Harvard suggest that one of most important jobs in 21st century is a "Data Scientist"Data Scientist earn an average salary of a data scientist is over $120,000 in the USA! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!If you have some programming experience or you are an experienced developers who is looking to turbo charge your career in Data Science. This course is for you!You don't need to spend thousand of dollars on other course , this course provides all the same information at a very low cost..With over 125+ HD lectures(Python, Machine Learning, SQL,TABLEAU) and detailed code notebooks for every lecture , it is an extremely detailed course available on Udemy. Basically everything you need to BECOME A DATA SCIENTIST IN ONE PLACE!!You will learn true machine learning with Python, programming in python, data wrangling in Python and creating visualizations.Some of the topics you will be learning:Programming with PythonNumPy with PythonData Wrangling in PythonUse pandas to handle Excel Files, text file, JSON, Cloud(AWS) and othersConnecting Python to SQLUse Seaborn for data visualizationsComplete SQL Using PostgreSQLTABLEAU - One of the best data visualization softwareMachine Learning with SciKit Learn, including:Linear RegressionLogistic RegressionK Nearest NeighborsK Means ClusteringDecision TreesRandom ForestsSupport Vector MachinesNaive BayesHyper Parameter tuningFeature EngineeringModel Selectionand much, much more!Enroll in the course and become a data scientist today!
