数据分析课程可以帮助您学习数据可视化、统计分析和数据清洗技术。您可以培养解读复杂数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Excel、SQL 和 Tableau 等工具,这些工具支持数据分析和结果展示。您还将探索 Regression Analysis 和 A/B Testing 等方法,这些方法对于评估性能和优化策略至关重要。
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 无监督学习, Tableau 软件, 数据可视化软件, Python 程序设计, Matplotlib, Pandas(Python 软件包), 数据展示, 数据扫盲, 时间序列分析和预测, Model Evaluation, 文本挖掘, SQL, 预测建模, Seaborn, 机器学习算法, 探索性数据分析, 数据预处理, 数据可视化, Scikit-learn (机器学习库)
攻读学位
中级 · 专项课程 · 3-6 个月

Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google 云端平台, 数据驱动的决策制定, 仪表板, 数据可视化软件, 数据存储, 大数据, 分析, 数据分析, Looker (软件), 数据仓库, 商业智能, SQL
初级 · 课程 · 1-3 个月

您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Mathematical Software, Computational Logic, Data Structures
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 统计分析, 财务预测, R 语言程序设计(中文版), 投资, 风险分析, 分析, 趋势分析, 时间序列分析和预测, 金融交易, 投资组合管理, 财务分析, Algorithm, 绩效衡量
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Looker (Software), Responsible AI, Data Lakes, Data Storytelling, Data Governance, Google Gemini, Data Visualization, Dashboard, Data Architecture, Data Pipelines, Data Visualization Software, Data Management, Cloud Infrastructure, Generative AI, Data Cleansing, Gemini, Cloud Storage, Data Transformation, Identity and Access Management, Data Literacy
初级 · 专业证书 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Big Data, Apache Spark, PySpark, Apache Hadoop, Apache Hive, Databases, NoSQL, Data Mining, Data Warehousing, Real Time Data, Cloud Computing, Data Processing, Query Languages, Distributed Computing, Applied Machine Learning, Scripting Languages
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初级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Database Design, Relational Databases, Database Systems, Database Management, NoSQL, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Data Preprocessing
攻读学位
中级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: 欺诈检测, 数据建模, 卫生系统, 基于价值的护理, 数据质量, 分析, 健康信息学, 数据清理, Data Dictionary, Data Governance, 数据整合, 医疗保健行业知识, 数据管理, 数据映射, 临床数据管理, 医疗保健, 元数据管理, 数据综合, 摘录, Data Validation
中级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年