Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

University of California, Irvine
您将获得的技能: 描述性统计, 绘图(图形), 热图, 散点图, 数据分析, 网络分析, 数据伦理, 数据展示, 数据叙事, 仪表板, 交互式数据可视化, 数据可视化软件, 分析技能, 应用程序部署, 描述性分析, Tableau 软件, 地理空间信息与技术, 探索性数据分析, 统计可视化, 柱状图
初级 · 专项课程 · 1-3 个月

您将获得的技能: Generative AI, Microsoft Copilot, Responsible AI, Data Ethics, Data Security, Data Synthesis, Anomaly Detection, Simulations, Data Analysis
初级 · 课程 · 1-4 周

Meta
您将获得的技能: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Quality, Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
初级 · 专业证书 · 3-6 个月

University of Washington
您将获得的技能: 数据整理, Python 程序设计, 数据收集, 数据科学, 统计, 数据分析, 数据预处理, 研究, 预测建模, 统计建模, 模型评估, R 语言程序设计(中文版), 数据整合, 预测分析, 功能工程, 应用机器学习, Data Validation
混合 · 课程 · 1-3 个月

IBM
您将获得的技能: 生成式人工智能, Python 程序设计, 统计分析, 负责任的人工智能, 数据伦理, 数据分析, 人工智能和机器学习(AI/ML), Prompt 工程工具, 分析, Prompt Engineering, 交互式数据可视化, 仪表板, AI 工作流程, 数据可视化软件, 数据叙事, 原型设计, 提示模式, 深度学习, ChatGPT, OpenAI
中级 · 专项课程 · 1-3 个月

您将获得的技能: Health Policy, Decision Support Systems, Data-Driven Decision-Making, Health Assessment, Analysis, Health Technology, Health Care, Value-Based Care, Pharmaceutical Terminology, Medical Terminology, Risk Analysis, Clinical Trials, Systems Of Measurement
中级 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Data Science, Data Analysis, Statistical Modeling, Histogram, Pandas (Python Package), NumPy, Statistical Inference, Probability, Correlation Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Statistical Modeling, Matplotlib, A/B Testing, Box Plots, Sampling (Statistics), Predictive Analytics, Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming
初级 · 专项课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Application Programming Interface (API), Relational Databases
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Cloud Services, Apache Hadoop, Applied Machine Learning, Application Programming Interface (API), Apache Hive, Jupyter, Data Storage Technologies, Data Storage, Data Architecture, Data Quality, Artificial Intelligence and Machine Learning (AI/ML), Ad Hoc Analysis, Serverless Computing, Scalability
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 统计分析, 统计推理, 概率与统计, 数据转换, 数据分析, 数据预处理, 数据科学, 人工智能, 数据访问, 功能工程, 统计方法, 统计假设检验, 数据操作, 数据导入/导出, 机器学习, 探索性数据分析, Data Validation, 数据存储技术, 数据清理, 数据质量
中级 · 课程 · 1-3 个月

Università di Napoli Federico II
您将获得的技能: PyTorch (Machine Learning Library), NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Keras (Neural Network Library), Jupyter, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Python Programming, Data Science, Scikit Learn (Machine Learning Library)
中级 · 课程 · 1-3 个月