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。

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

Knowledge Accelerators
您将获得的技能: Microsoft Copilot, Microsoft 365, Productivity Software, Workflow Management, Microsoft Outlook, Business Correspondence, Business Writing, Productivity, Business Communication
初级 · 课程 · 1-3 个月

您将获得的技能: Technical Sales, Sales, Sales Pipelines, Sales Strategy, Sales Process, AI Personalization, Customer Relationship Management (CRM) Software, Meeting Facilitation, Marketing Automation, Discussion Facilitation, Customer Analysis, Virtual Teams, Stakeholder Analysis, Influencing, Consultative Approaches, Account Strategy, Customer Relationship Management, Performance Analysis, Continuous Improvement Process, Customer Success Management
中级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), PyTorch(机器学习库), 负责任的人工智能, 图像质量, 数据综合, 深度学习, 机器学习, 卷积神经网络, 模型评估, 人工神经网络, 生成模型架构, 生成式人工智能, 数据伦理, 无监督学习, 信息隐私, 图像分析
中级 · 专项课程 · 1-3 个月

您将获得的技能: Email Automation, Marketing Automation, Marketing Strategies, Customer Analysis, Marketing Analytics, Lead Generation, Data-Driven Decision-Making, Customer Insights, Marketing, Data Storytelling, Strategic Marketing, Business Analytics, Business Metrics, AI Personalization, Data Analysis, Analytics, Advanced Analytics, Financial Forecasting, Automation, Revenue Forecasting
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Decision Making, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms, Regulatory Requirements
中级 · 课程 · 1-4 周

Universitat Autònoma de Barcelona
您将获得的技能: Microsoft PowerPoint, Microsoft Word, Microsoft Excel, Microsoft Office, Spreadsheet Software, digital literacy, Data Entry, Computer Literacy, Information Technology, Document Management, Graphical Tools
初级 · 课程 · 1-3 个月

您将获得的技能: Clinic Management Systems, Patient Flow, Patient Registration, Practice Management Software, Health Informatics, End User Training and Support, Health Administration, Data Integration, Technical Support and Services, Systems Integration
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: Research, Research Methodologies, Research and Design, Journals
初级 · 课程 · 1-4 周

您将获得的技能: Web Development Tools, Software Development, Regression Testing, Web Content Accessibility Guidelines, GitHub
中级 · 课程 · 1-3 个月

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