数据处理课程可以帮助您学习数据清洗、转换技术和探索性数据分析。您可以掌握使用函数进行数据聚合、过滤数据集和有效实现信息 Visualization 的技能。许多课程都会介绍 Python、R 和 SQL 等工具,这些工具支持处理大型数据集和执行复杂的分析。您还将探索 Pandas 和 NumPy 等库,它们可简化数据处理任务,提高您从原始数据中获得洞察力的能力。

您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Data Visualization Software, Storytelling, Infographics, Data Literacy, Data Integrity, Data Analysis, Drive Engagement, Storyboarding, Microsoft Excel, Design Elements And Principles
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 模型评估, 机器学习, 预测建模, 分类算法, 模型部署, 负责任的人工智能, 数据管道, 数据库, Scikit-learn (机器学习库), 回归分析, MLOps(机器学习 Operator), 无监督学习, 应用机器学习, 人工智能和机器学习(AI/ML), 微软 Azure, Virtual Machine, 监督学习
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: TypeScript, Programming Principles, Web Development Tools, Javascript, Web Language
初级 · 指导项目 · 不超过 2 小时

Talend
您将获得的技能: 数据操作, 数据流, 数据转换, 数据管道, 版本控制, 数据访问, 情境管理, 数据整合, 数据迁移, 元数据管理, 摘录, Data Validation, 数据库管理系统
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Relational Databases, SQL, Databases, Data Access, Data Manipulation, Database Management, Query Languages
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
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中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Data Transformation, Data Cleansing, Excel Formulas, Data Management, Data Analysis, Cloud Computing
中级 · 项目 · 不超过 2 小时

Macquarie University
您将获得的技能: Cryptography, Identity and Access Management, Information Privacy, Encryption, Personally Identifiable Information, Data Security, Authentications, User Provisioning, Cybersecurity, Threat Modeling, Multi-Factor Authentication, Security Assertion Markup Language (SAML), Vulnerability Assessments, Cyber Attacks, Computer Security, Cyber Security Strategy, Data Management, Security Management, Cyber Risk, Security Awareness
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft 365, Data Analysis Expressions (DAX), Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Statistical Modeling, Descriptive Statistics
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
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初级 · 专项课程 · 1-3 个月