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: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Cloud Management, Application Deployment, Databases, SQL, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management, Data Transformation, Scalability
初级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 回归分析, 道德标准与行为, 数据处理, Python 程序设计, 预测, 模型评估, 概率, 统计建模, 预测建模, 数据分析, 逻辑回归, 分析, Pandas(Python 软件包)
中级 · 课程 · 1-3 个月

您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
初级 · 专项课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
攻读学位
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 描述性统计, Matplotlib, 数据可视化软件, 统计推理, 概率与统计, Python 程序设计, 统计, 探索性数据分析, 统计分析, 统计可视化, 柱状图, 统计方法, 箱形图, 抽样(统计), Jupyter, NumPy, 数据可视化, 数据分析
初级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月

您将获得的技能: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据科学, 数据展示, 数据驱动的决策制定, 解决方案交付, 项目实施, 数据管理, 技术交流, 跨职能团队领导, 团队管理, 项目管理, 团队建设, 管理团队, 数据分析
混合 · 课程 · 1-4 周

IBM
您将获得的技能: 数据科学, R 语言程序设计(中文版), 数据库, 数据操作, 数据建模, 数据库设计, 统计编程, 数据分析软件, Query 语言, 关系数据库, 数据分析, SQL, 数据库管理
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: 数据收集, Data Validation, 创建调查, 数据质量, 数据管理, 大数据, 研究设计, 抽样(统计), 数据分析, 统计方法
中级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月

University of Glasgow
您将获得的技能: Data Literacy, Business Transformation, Data-Driven Decision-Making, Strategic Leadership, Leadership, Leadership Development, Leadership and Management, Organizational Change, Big Data, Data Management, Analytical Skills, Decision Making, Agile Methodology
中级 · 课程 · 1-4 周