数据课程可以帮助您学习数据分析、统计方法、数据可视化和机器学习原理。您可以培养解读数据集、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 Python、R、SQL 和 Tableau 等工具,这些工具支持分析数据并以清晰、有影响力的方式呈现分析结果。
Duke University
您将获得的技能: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Data Visualization Software, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms
初级 · 课程 · 1-4 周

您将获得的技能: Splunk, Pivot Tables And Charts, Data Analysis Expressions (DAX), Unstructured Data, Data Visualization Software, Data Modeling, Dashboard, Text Mining, Data Wrangling, Taxonomy, Management Reporting, Data Integration, Data Transformation, Workflow Management, Statistical Reporting, Data Manipulation, Event Monitoring, Continuous Monitoring, Role-Based Access Control (RBAC), Scheduling
混合 · 课程 · 1-3 个月
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

University of California San Diego
您将获得的技能: 数据结构, Algorithm, 技术交流, 计算机科学, 网络分析, 分析, 图论, 社交网络分析, 研究
混合 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 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

您将获得的技能: Apache Hadoop, Extract, Transform, Load, Data Processing, Data Transformation, Data Manipulation, Apache, Scripting, Debugging, Query Languages, Scripting Languages, Open Source Technology
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据操作, 数据整理, 数据预处理, 数据转换, R 语言程序设计(中文版), 探索性数据分析, 统计编程, 数据清理, 文本挖掘, Tidyverse(R 软件包)
混合 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 数据可视化软件, 数据分析, 数据驱动的决策制定, 数据质量, Tableau 软件, 关键绩效指标 (KPI), 数据叙事, Minitab, 业务过程, 统计过程控制, 数据展示, 商业分析, 数据清理, 过程分析, Matlab, 统计分析
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据管道, 亚马逊网络服务, 矢量数据库, 数据转换, Apache Spark, 数据存储, Apache Kafka, 亚马逊 S3, 数据库系统, 数据架构, 数据仓库, 云存储, SQL, Query 语言, 性能调整, 文件系统, 数据湖, 数据库, 数据库管理系统
中级 · 课程 · 1-4 周

您将获得的技能: JSON, jQuery, Browser Compatibility, Event-Driven Programming, UI Components
中级 · 课程 · 1-4 周

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