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。

您将获得的技能: Data Analysis, Data Visualization, Machine Learning
混合 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: 机器学习, 线性代数, 模型评估, 数据质量, Python 编程, 功能工程, 数据预处理, 无监督学习, 数据伦理, 监督学习, 计算机编程, 统计分析, Model Evaluation, 数据验证, Data Validation, 机器学习算法, 数据清理, 应用机器学习
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: MySQL, 数据管理, Data Management, 数据收集, 应用编程接口 (API), 数据访问, 数据导入/导出, R 程序设计, 数据预处理, 数据操作, 网络抓取, 数据整合, 数据清理
混合 · 课程 · 1-4 周

Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
攻读学位
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Statistics, Python Programming
中级 · 指导项目 · 不超过 2 小时

Institut Mines-Télécom
您将获得的技能: Data Governance, Digital Transformation, Data Modeling, Data Management, Data Strategy, General Data Protection Regulation (GDPR), Information Management, Data Literacy, Business Intelligence, Data Quality, Business Analytics, Data-Driven Decision-Making, Information Privacy, Data Analysis, Data Visualization, Big Data, Artificial Intelligence, Business Strategy
初级 · 课程 · 1-3 个月
您将获得的技能: Exploratory Data Analysis, Data Visualization, Data Literacy, Data-Driven Decision-Making, Data Presentation, SAS (Software), Data Storytelling, Trend Analysis, Data Manipulation, Data Analysis, Data Quality, Data Preprocessing, Analysis, Analytics, Interactive Data Visualization, Technical Communication, Data Ethics, Data Visualization Software, Analytical Skills, Data Cleansing
初级 · 专项课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Technical Communication
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Web Scraping, Research Design, Matplotlib, Research, Data Ethics, Data Processing, Data Collection, Seaborn, Text Mining, Data Science, Data Visualization Software, Pandas (Python Package), JSON, Application Programming Interface (API), Data Analysis, Python Programming, Natural Language Processing
攻读学位
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Exploratory Data Analysis, Data Strategy, Unstructured Data, Data-Driven Decision-Making, Data Literacy, Solution Design, Data Analysis, Needs Assessment, Gap Analysis, Requirements Analysis
初级 · 课程 · 1-4 周

Queen Mary University of London
您将获得的技能: 概率与统计, 数据分析, 营销分析, 数据预处理, 定量研究, 相关性分析, 统计方法, 回归分析, 投资回报, 数字营销, 探索性数据分析, 分析, 市场研究, 统计分析, 数据清理
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Statistical Modeling, Machine Learning Methods, Decision Tree Learning, Data Mining, Exploratory Data Analysis, Feature Engineering, Machine Learning
中级 · 专项课程 · 3-6 个月