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所在平台: Udemy |
课程主页: https://www.udemy.com/course/expert-certificate-marketing-data-analysis-data-analytics/
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课程名称:专家证书:营销数据分析与数据分析 概述:欢迎参加由MTF管理、技术与金融学院提供的“专家证书:营销数据分析与数据分析”课程。MTF是一家全球教育和研究机构,总部位于葡萄牙里斯本,专注于商业与专业混合(线下与在线)教育,涵盖商业与管理、科学与技术、银行与金融等领域。MTF的研究与发展中心专注于人工智能、机器学习、数据科学、大数据、WEB3、区块链、加密货币与数字资产、元宇宙、数字化转型、金融科技、电子商务及物联网等领域的研究。作为IBM、Intel、Microsoft的官方合作伙伴,MTF在215个国家设有分支机构,吸引了超过701,000名学生的选择。 课程作者:亚历克斯·阿莫罗索博士是一位拥有丰富学术与行业背景的专业人士,专注于研究方法论、战略制定及产品开发。她在葡萄牙里斯本的社会科学与政治研究院获得了博士学位,并因其出色的研究而受到表彰。阿莫罗索博士曾作为受邀讲师,教授从本科生到职业高管学员的多种课程。目前,她在瑞士苏黎世的EIMT教授博士生,在MTF学院领导产品开发的学术领域。 课程内容:数据分析是收集、清洗和组织数据的过程,以揭示有助于个人和组织做出明智决策的模式、洞察和趋势。数据分析师将原始数据转化为可操作的洞察,帮助组织改善运营、策略和客户体验。核心技能包括统计分析、批判性思维、数据可视化以及熟练使用Excel、SQL、Python与Tableau等工具。在当今数据驱动的世界中,学习数据分析技巧对于职业发展尤为重要,适用于各个级别的专业职位和管理者。 营销数据分析与数据分析是相互关联但具有特定重点的领域: - 营销数据分析:专注于分析与营销相关的数据,包括活动数据、客户互动、网站流量和社交媒体等,目标是理解营销策略的有效性、识别趋势并洞察客户行为,以优化活动和提高投资回报率。 - 数据分析:涉及从各类来源收集、组织和分析数据,以提取有意义的洞察并做出明智决策,目标是识别数据中的模式、趋势及关联,以解决商业问题、改善流程并获得竞争优势。 对公司的重要性: - 加强客户理解:数据分析提供深刻的客户行为、偏好和需求洞察,使公司能够个性化营销工作,建立更强的客户关系。 - 改进活动效果:通过分析活动数据,公司可以识别有效和无效的部分,即时优化活动,最大化投资回报率。 - 数据驱动决策:数据分析使公司能够基于证据而非直觉做出明智决策,从而获得更好结果。 - 竞争优势:有效利用数据分析的公司能更好地理解市场、识别新机会,并迅速适应变化。 对职业发展的重要性: - 高需求:数据分析技能在包括营销在内的各行各业需求量大,掌握这些技能可打开广泛的职业机会。 - 有价值的技能:数据分析与解读是营销专业人士的重要技能,能够展示工作效果、提出数据驱动的建议,并参与战略决策。 - 职业晋升:精通数据分析可以加速职业发展并通向领导岗位。 - 增加收入潜力:具备数据分析技能的专业人士往往能获得更高的薪资,因为他们为组织带来了价值。 在当今的数据驱动世界中,营销数据分析与数据分析对于公司与个人都是至关重要的。利用这些技能的公司可以获得竞争优势,而发展这些技能的个人则能够提升职业前景与收入潜力。
Welcome to Program: Expert Certificate: Marketing Data Analysis & Data Analytics by MTF InstituteCourse provided by MTF Institute of Management, Technology and FinanceMTF is the global educational and research institute with HQ at Lisbon, Portugal, focused on business & professional hybrid (on-campus and online) education at areas: Business & Administration, Science & Technology, Banking & Finance. MTF R & D center focused on research activities at areas: Artificial Intelligence, Machine Learning, Data Science, Big Data, WEB3, Blockchain, Cryptocurrency & Digital Assets, Metaverses, Digital Transformation, Fintech, Electronic Commerce, Internet of Things. MTF is the official partner of: IBM, Intel, Microsoft, member of the Portuguese Chamber of Commerce and Industry.MTF is present in 215 countries and has been chosen by more than 701 000 students.Course Author:Dr. Alex Amoroso is a seasoned professional with a rich background in academia and industry, specializing in research methodologies, strategy formulation, and product development. With a Doctorate Degree from the School of Social Sciences and Politics in Lisbon, Portugal, where she was awarded distinction and honour for her exemplary research, Alex Amoroso brings a wealth of knowledge and expertise to the table.In addition to her doctoral studies, Ms. Amoroso has served as an invited teacher, delivering courses on to wide range of students from undergraduate level to business students of professional and executives courses. Currently, at EIMT in Zurich, Switzerland, she lectures for doctoral students, offering advanced instruction in research design and methodologies, and in MTF Institute Ms. Amoroso is leading Product Development academical domain.In synergy between academical and business experience, Ms. Amoroso achieved high results in business career, leading R & D activities, product development, strategic development, market analysis activities in wide range of companies. She implemented the best market practices in industries from Banking and Finance, to PropTech, Consulting and Research, and Innovative Startups.Alex Amoroso's extensive scientific production includes numerous published articles in reputable journals, as well as oral presentations and posters at international conferences. Her research findings have been presented at esteemed institutions such as the School of Political and Social Sciences and the Stressed Out Conference at UCL, among others.With a passion for interdisciplinary collaboration and a commitment to driving positive change, Alex Amoroso is dedicated to empowering learners and professionals for usage of cutting edge methodologies for achieving of excellence in global business world.Data analysis is the process of collecting, cleaning, and organizing data to uncover patterns, insights, and trends that can help individuals and organizations make informed decisions. It involves examining raw data to find answers to specific questions, identify potential problems, or discover opportunities for improvement. Data analysts transform raw data into actionable insights to help organisations improve operations, strategies, and customer experiences. Core skills include statistical analysis, critical thinking, data visualisation, and proficiency in tools like Excel, SQL, Python, and Tableau. Learning data analysis skills is crucial for career building in today's data-driven world, both for professional positions and managers of all levels. Marketing Data Analysis and Data Analytics are closely related, but with a specific focus. Here's a breakdown:Marketing Data Analysis:Focus: Analyzing data specifically related to marketing efforts. This includes data from campaigns, customer interactions, website traffic, social media, and more.Goal: To understand the effectiveness of marketing strategies, identify trends, and gain insights into customer behavior to optimize campaigns and improve ROI.Data Analytics:Focus: A broader field that involves collecting, organizing, and analyzing data from various sources to extract meaningful insights and make informed decisions.Goal: To identify patterns, trends, and correlations in data to solve business problems, improve processes, and gain a competitive advantage.Importance for Companies:Enhanced Customer Understanding: Data analytics provides deep insights into customer behavior, preferences, and needs, allowing companies to personalize marketing efforts and build stronger customer relationships.Improved Campaign Effectiveness: By analyzing campaign data, companies can identify what's working and what's not, optimize campaigns in real-time, and maximize ROI.Data-Driven Decision Making: Data analytics empowers companies to make informed decisions based on evidence rather than intuition, leading to better outcomes.Competitive Advantage: Companies that effectively leverage data analytics gain a competitive edge by understanding their market better, identifying new opportunities, and adapting quickly to changing conditions.Importance for Career Building:High Demand: Data analytics skills are in high demand across industries, including marketing. Developing these skills can open up a wide range of career opportunities.Valuable Skills: Data analysis and interpretation are crucial skills for marketing professionals. They enable you to demonstrate the impact of your work, make data-driven recommendations, and contribute to strategic decision-making.Career Advancement: Proficiency in data analytics can accelerate career progression and lead to leadership roles.Increased Earning Potential: Professionals with data analytics skills often command higher salaries due to the value they bring to organizations.Marketing Data Analysis and Data Analytics are essential for both companies and individuals in today's data-driven world. Companies that leverage these skills gain a competitive advantage, while individuals who develop these skills enhance their career prospects and earning potential.