数据 Wrangling 课程可以帮助您学习数据清理、数据 Transformer 技术和数据整合方法。您可以掌握处理缺失值、重塑数据集和合并多个来源数据的技能。许多课程都会介绍 Pandas 和 NumPy 等 Python 库以及用于数据库管理的 SQL 等工具,展示这些技能如何简化分析和可视化的数据准备工作。

您将获得的技能: Statistical Visualization, Scatter Plots, Histogram, Data Science, Computer Programming
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 商业分析, 数据收集, Power BI, 数据分析, 数据驱动的决策制定, 数据转换, 数据可视化软件, 微软 365, 微软动力平台
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Python 程序设计, 统计编程, 贝叶斯统计, 逻辑回归, 统计机器学习, 统计方法, 数据可视化软件, 模型评估, 回归分析, 统计建模, 统计推理, 统计分析, Jupyter, 预测建模, 统计软件
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation
中级 · 课程 · 3-6 个月

Microsoft
您将获得的技能: 数据清理, 数据存储技术, 数据转换, 数据操作, Power BI, 数据分析, Data Validation, 数据存储, 数据整合, 数据质量, 数据完整性, 数据导入/导出, 摘录
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Loss Prevention, Security Controls, Regulatory Compliance, Compliance Management, Compliance Training, Data Integrity, Security Strategy, Regulatory Requirements, Incident Response
初级 · 课程 · 1-4 周

您将获得的技能: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Data Preprocessing, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cost Control, Cloud Computing, Spreadsheet Software, Excel Formulas, Predictive Modeling
中级 · 专项课程 · 3-6 个月

Alibaba Cloud Academy
您将获得的技能: 数据操作, 仪表板, 数据处理, 数据管道, Pandas(Python 软件包), 大数据, 数据库管理, 云存储, 数据可视化软件, Apache Hive, PySpark, Apache Spark, Apache Hadoop, 数据整合, SQL, 商业智能, 摘录
中级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Microsoft Copilot, Generative Adversarial Networks (GANs), Responsible AI, Data Ethics, Autoencoders, Data Security, Information Privacy, Anomaly Detection, Model Evaluation, Data Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra
混合 · 课程 · 1-4 周

您将获得的技能: PySpark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Transformation, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Image Analysis
混合 · 课程 · 1-4 周