|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/business-analytics-in-python-mastering-data-driven-insights/
课程评论：没有评论
课程名称：Python中的商业与数据分析 课程概述： 欢迎来到“Python中的商业分析：掌握数据驱动的洞察力”，在这里，您将开始一段变革之旅，揭示商业分析的复杂性。本课程经过精心设计，旨在为您提供在快速发展的商业分析领域中所需的知识、技能和实践经验。 您将学习： - 商业与数据分析的基本原理及其在现实场景中的应用。 - 使用Python进行数据收集、处理、分析和可视化的实操能力。 - 深入的数据分析与决策的高级统计方法。 - 预测、回归和计量经济学技术，以预测市场趋势和商业绩效。 - 如何使用时间序列分析来预测未来表现，包括股票价格等复杂时间序列。 - 实用的Meta Prophet模型应用，理解其组成、参数估计和预测能力。 - 强大的因果推断工具，如差异中的差异框架和谷歌因果影响模型。 - 马尔可夫模型的基本知识，探索其在预测分析中的意义。 课程特点： - 综合的视频讲座，将理论知识与实践应用相结合。 - 互动的Python笔记本和现实世界数据集，让您在Google Colab中进行实践学习。 - 来自各行业的案例研究和示例，说明商业分析的影响。 - 测验和练习以巩固学习并应用概念。 适合人群： - 渴望成为数据分析师和希望利用数据进行战略决策的商业专业人士。 - 希望转型或在商业分析领域提升技能的IT专业人士和软件开发人员。 - 寻求理解和应用数据分析以推动业务增长的企业家和商家。 - 任何希望以实践为导向学习商业分析的人士。 课程先决条件： - 基础的Python编程知识。 - 对数据驱动的商业分析世界的好奇心和探索意愿。 欢迎观看多部预览视频，深入了解各学习模块和您将学习的内容。参与“Python中的商业分析：掌握数据驱动的洞察力”的旅程，提升您分析、预测和利用数据分析进行明智商业决策的能力。
Course Description:Welcome to "Business Analytics in Python: Mastering Data-Driven Insights," where you embark on a transformative journey to unravel the complexities of business analytics using Python. This course is meticulously designed to equip you with the knowledge, skills, and practical experience needed to excel in the fast-evolving world of business analytics.What You Will Learn:Fundamental principles of business and data analytics and their application in real-world scenarios.Hands-on proficiency in Python for data collection, manipulation, analysis, and visualization.Advanced statistical methods for insightful data analysis and decision-making.Techniques in forecasting, regression, and econometrics to predict market trends and business performance.Understand how to use time series analysis to predict future performance, including challenging time series like stock prices.Practical application of the Meta Prophet model, understanding its components, parameter estimation, and forecasting capabilities.Powerful causal inference tools like the Difference in Difference framework and Google Causal Impact modelEssentials of Markov Models, exploring their significance in predictive analytics.Course Features:Comprehensive video lectures that blend theoretical knowledge with practical applications.Interactive Python notebooks and real-world datasets for hands-on learning in Google Colab.Case studies and examples from various industries to illustrate the impact of business analytics.Quizzes and exercises to reinforce learning and apply concepts.Who Should Enroll:Aspiring data analysts and business professionals looking to leverage data for strategic decision-making.IT professionals and software developers aiming to pivot or advance in the field of business analytics.Entrepreneurs and business owners seeking to understand and apply data analytics for business growth.Anybody desiring a practical, hands-on approach to learning business analytics.Prerequisites:Basic understanding of Python programming.Curiosity and willingness to dive into the data-driven world of business analytics.Go ahead and watch the many preview videos available to peek into most learning modules and see what you will learn.Embark on this journey with "Business Analytics in Python: Mastering Data-Driven Insights" and transform your ability to analyze, predict, and make informed business decisions using the power of data analytics.
