数据科学统计学课程可以帮助您学习数据 Visualization、假设检验、Regression Analysis 和概率论。您可以掌握解释数据趋势、进行预测和 A/B Testing 的技能。许多课程会介绍 R、Python 和 SQL 等工具,这些工具支持分析数据集和实施统计模型。通过使用这些工具,您可以有效地将统计方法应用到现实世界的数据挑战中,从而提高您得出有意义见解的能力。

您将获得的技能: Responsive Web Design, Storyboarding, Wireframing, User Experience Design, UI/UX Research, User Experience, Usability Testing, Information Architecture, Presentations, Web Design, User Research, Design Thinking, Figma (Design Software), Design Reviews, Web Content Accessibility Guidelines, Mobile Development, User Story, Persona (User Experience), Interviewing Skills, Applicant Tracking Systems
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初级 · 专业证书 · 3-6 个月
Macquarie University
您将获得的技能: 高级分析, 数据分析软件, 透视表和图表, 电子表格软件, 商业分析, 数据展示, 仪表板, 数据操作, Excel 公式, 商业数学, 数据预处理, Excel 宏, 财务分析, 分析技能, Microsoft Excel, 财务预测, 数据扫盲, 数据故事
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 摄影, 写作, 研究, 讲故事, 计划评估, 人类学习, 教育与培训, 科学方法, 口头表达, 社区外联, 信息图表, 面试技巧, 技术写作, 学习理论, 学习管理系统, 教育软件和技术, 科学与研究, 媒体与传播, 说服沟通, 技术交流
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Machine Learning Methods, Statistics, Predictive Modeling, Applied Mathematics, Logistic Regression, Probability Distribution
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中级 · 课程 · 1-3 个月

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

DeepLearning.AI
您将获得的技能: Model Evaluation, 机器学习, 无监督学习, 人工智能, 逻辑回归, Python 编程, 监督学习, 分类算法, 模型评估, 数据预处理, 回归分析, Scikit Learn(机器学习库), Jupyter, 功能工程, 预测建模, NumPy
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 透视表和图表, 数据可视化软件, 预测, Excel 公式, 仪表板, 数据可视化, 数据分析, 信息图表, 电子表格软件, Microsoft Excel, Excel 宏, 交互式数据可视化, 数据故事
中级 · 课程 · 1-3 个月

您将获得的技能: Data Modeling, Stakeholder Engagement, Database Design, Dashboard, Business Intelligence, Extract, Transform, Load, Tableau Software, Data Warehousing, Data Pipelines, Interactive Data Visualization, Business Reporting, Data-Driven Decision-Making, Data Visualization, Interviewing Skills, Applicant Tracking Systems, Business Process, AI Enablement, Business Analysis, Data Analysis, SQL
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高级设置 · 专业证书 · 3-6 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

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, HR Tech, Human Resources Management and Planning, Human Resources, Workforce Planning, Human Resource Strategy, LLM Application, AI Enablement, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI Workflows, Deep Learning, Augmented and Virtual Reality (AR/VR), Employee Engagement, Recruitment
中级 · 专项课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, Agentic Workflows, Prompt Patterns, Generative AI, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, LLM Application, Productivity, OpenAI, AI Personalization, Business Process Automation, AI Product Strategy, Large Language Modeling, Automation, Artificial Intelligence, Expense Management
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
初级 · 指导项目 · 不超过 2 小时