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 Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Engineering, Cloud Storage, Google Cloud Platform, Data Storage, Big Data, Data Storage Technologies, Data Processing, Database Design, SQL
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Unstructured Data, Data Management, Business Intelligence, Data Governance, Management Reporting
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 微软 Azure, Apache Spark, 数据处理, 实时数据, 分析, 商业智能, 数据分析, 数据管道, 数据存储, 大数据, 数据转换, 数据整合, 数据仓库, 摘录, 制定计划, 数据库
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming
初级 · 专项课程 · 1-3 个月

您将获得的技能: Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Statistical Modeling, Model Evaluation, Variance Analysis, Predictive Modeling, Machine Learning, Python Programming
高级设置 · 课程 · 1-3 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

Google Cloud
您将获得的技能: Big Data, Google Cloud Platform, Analytics, Data Analysis, SQL, Query Languages
初级 · 项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, SQL, Query Languages, Scripting Languages, Data Transformation, Distributed Computing
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 生成式人工智能, 负责任的人工智能, Prompt Engineering, 数据伦理, 雪花模式, 机器学习, 数据管道, 情境管理, Query 语言, 数据仓库, 生成模型架构, 人工智能和机器学习(AI/ML), 数据库设计, 原型设计, 提示模式, 深度学习, 星形模式, AI 工作流程, ChatGPT, 摘录
中级 · 专项课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Python 程序设计, 模型部署, 分类算法, 模型评估, 机器学习算法, 机器学习, MLOps(机器学习 Operator), 数据处理, Flask(网络框架), 应用机器学习, 网页抓取, 预测分析, 数据可视化, 功能工程, 数据操作, 设计思维, 数据可视化软件, Data Validation, 监督学习, 预测建模
中级 · 专项课程 · 3-6 个月

您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Data Visualization, Box Plots, Exploratory Data Analysis, Data Storytelling, Data Processing, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Pandas (Python Package), NumPy, Python Programming
初级 · 专项课程 · 1-3 个月