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所在平台: Udemy |
课程主页: https://www.udemy.com/course/business-analytics-course/
课程评论：没有评论
课程名称：商业数据科学：金融行业 概述：数据科学正在改变我们生活的方方面面。近年来，数据科学和机器学习在处理许多重要金融任务方面的能力已成为一个特别重要的议题。越来越多的公司希望了解数据科学带来的改进，以及它如何重塑他们的商业战略。金融服务行业拥有最多的数字数据，拥有这些数据的公司需要具备敏锐数据科学理解力的专业人士，以最大化数据的利用，从而解决有意义的商业挑战。在本课程中，我将为您提供使用数据科学解决经济和金融问题的有效步骤和策略。我们将探讨使用各种策略正确分析数据的主要方面，以获得精确且有益的结果。您将发现数据科学的原则和操作如何帮助人们进行证券交易、发放或接收信贷，以及防止欺诈。此外，您还将学习如何理解并应用现代机器学习来处理金融数据，并了解社交媒体及当前加密货币的发展如何与数据科学相连接。此外，我将让您清楚理解建模和估算市场联合动态所需的统计算法。 您将在本课程中学习到： - 理解数据科学的优势及特定分析方法 - 探索金融专业人士如何运用数据科学解决实际问题 - 明白数据是您最强大的工具 - 数据分析在金融行业的重要性 - 理解算法交易 - 理解人机交互交易 - 信贷及贷款的自动化申请审核 - 数据科学与加密货币的关系 - 经济数据中的相关性与因果关系 - 欺诈检测 该课程适合希望在金融领域深入了解数据科学应用的学习者，提供了丰富的理论知识和实用技能。
Data Science is changing virtually every aspect of our lives. In recent years, the ability of data science and machine learning to cope with a number of major financial tasks has become an particularly important point. Increasingly more companies want to know what improvements data science brings and how it can reshape their business strategies.The amount of data available to organizations and individuals is unprecedented. Financial services sector have the most digital data stored. Companies that want to maximize use of this available data require professionals who have a keen understanding of data science and know how to use it to solve meaningful business challenges.In this course, I'm going to provide you with proven steps and strategies on how to use data science for economics and finance. We will go over the main aspects of analyzing data correctly by using various strategies you need to implement in order to get results that are precise and beneficial. You'll discover the ways that principles and operations of data science can help people when trading securities, sending or receiving credit, and averting fraud. You will learn how to understand and apply modern machine learning to financial data. Also we'll see how social media and current developments in Cryptocurrencies connect to data science. In addition, I'm going to give you a clear understanding of the statistical algorithms needed to model and estimate the joint dynamics of the markets.What you'll learn in this course:· Understand the advantages of data science and specific analytical methods· Discover how finance professionals can use data science to solve real-world problems· Understand why data is your single most powerful tool· The Importance of data analysis In financial sectors· Understand Algorithmic trading· Understand Human-in-the-loop trading· Automated Application Reviews for Loans & Credit· Data Science & Cryptocurrencies· Correlation & Causality in Economic Data· Fraud Detection
