Practical Data Science for Data Analysts

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/practical-data-science-for-data-analysts

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课程简介

课程总结：实用数据科学与数据分析师 课程名称：实用数据科学为数据分析师 机构：企业金融学院（Corporate Finance Institute） 课程概述：本课程专为希望在数据科学领域深入发展的数据分析师设计，提供重要的实用技能与知识，以便于利用数据驱动决策和提升业务表现。 课程大纲： 1. **数据科学与机器学习基础** 了解如何通过统计学从数据中提取见解以推动行动和改进业务。 2. **Python基础** 学习Python编程语言，掌握数据科学必备技能，为后续学习打下基础。 3. **回归分析 - 基础与实际应用** 探索线性回归分析的重要性及其在理解数据和建立模型中的应用。 4. **分类 - 基础与实际应用** 理解分类问题在数据科学中的普遍性及其解决思路与方法。 5. **机器学习的数据准备（Python）** 学习如何准备数据，从而为构建有效的机器学习模型打下坚实基础。 报名方式：所有课程均可免费注册，点击以下链接加入学习： - [数据科学与机器学习基础](https://www.coursera.org/learn/data-science-and-machine-learning) - [Python基础](https://www.coursera.org/learn/python-fundamentals) - [回归分析 - 基础与实际应用](https://www.coursera.org/learn/regression-analysis-fundamentals-and-practical-applications) - [分类 - 基础与实际应用](https://www.coursera.org/learn/classification-fundamentals-and-practical-applications) - [机器学习的数据准备（Python）](https://www.coursera.org/learn/data-prep-for-machine-learning-python) 通过此课程，您将掌握实用的数据科学技能，提升在分析和应用数据解决实际问题的能力。

课程大纲

Course Link: https://www.coursera.org/learn/data-science-and-machine-learning

Name:Data Science & Machine Learning Fundamentals

Description:Offered by Corporate Finance Institute. Data science is about using statistics to draw insights from data to drive action and improve ... Enroll for free.

Course Link: https://www.coursera.org/learn/python-fundamentals

Name:Python Fundamentals

Description:Offered by Corporate Finance Institute. Python is the most popular programming language used for data science and is a must-know to start or ... Enroll for free.

Course Link: https://www.coursera.org/learn/regression-analysis-fundamentals-and-practical-applications

Name:Regression Analysis - Fundamentals & Practical Applications

Description:Offered by Corporate Finance Institute. Linear regression analysis is critical for understanding and defining the strength of the ... Enroll for free.

Course Link: https://www.coursera.org/learn/classification-fundamentals-and-practical-applications

Name:Classification - Fundamentals & Practical Applications

Description:Offered by Corporate Finance Institute. Classification problems are one of the most common scenarios we face in data science. This course ... Enroll for free.

Course Link: https://www.coursera.org/learn/data-prep-for-machine-learning-python

Name:Data Prep for Machine Learning in Python

Description:Offered by Corporate Finance Institute. Machine learning models rely on good data to produce meaningful insights. For that reason, data prep ... Enroll for free.

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