预测解析课程可以帮助您学习数据收集技术、统计建模和机器学习基础知识。您可以掌握解释 Data Model、进行预测和评估模型性能的技能。许多课程会介绍 R、Python 和 Tableau 等工具,这些工具支持数据集分析和结果可视化。您还将探索 Regression Analysis、Time Series 预测和风险评估等关键主题,使您能够根据预测见解做出明智的决策。

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Marketing Effectiveness, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Database Theory, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Statistical Modeling
中级 · 专项课程 · 3-6 个月

University of Minnesota
您将获得的技能: Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Customer Analysis, A/B Testing, Data Mining, Business Analysis, Analytical Skills, Ideation, Advanced Analytics, Applied Machine Learning, Design Thinking, Process Mapping, Problem Solving, Critical Thinking
初级 · 专项课程 · 3-6 个月

您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, ChatGPT, Microsoft Excel, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis, Automation
中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: NoSQL, Machine Learning Algorithms, Big Data, Apache Hadoop, Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Image Analysis, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
中级 · 专项课程 · 3-6 个月

Rutgers the State University of New Jersey
您将获得的技能: 供应链规划, 探索性数据分析, 数据可视化软件, 回归分析, 统计分析, 高级分析, 数据处理, 时间序列分析和预测, 需求规划, 客户需求规划, 预测建模, 数据收集, 数据可视化, 预测, 趋势分析, 营销分析, 预测分析
初级 · 课程 · 1-4 周

您将获得的技能: Classification And Regression Tree (CART), Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Customer Analysis, Statistical Modeling, Financial Forecasting, Supervised Learning, Data Cleansing, Data Manipulation, Machine Learning Methods, Performance Tuning
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 组织效能, 人力资源, 数据驱动的决策制定, 绩效管理, 绩效衡量, 人才管理, 分析, 人力资源战略, 性能分析, 协作, 数据分析, 员工绩效管理, 劳动力管理, 网络分析, 人力资本, 留住员工, 预测分析, 人力资源分析
混合 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Statistical Methods, Data Presentation, Regression Analysis, Generative AI, Data Literacy, Statistical Analysis, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Probability & Statistics, Data Visualization, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots, Analytical Skills
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Presentation, Regression Analysis, Predictive Modeling, Financial Forecasting, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Analytics, Scatter Plots, Credit Risk, Microsoft Excel
混合 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation
混合 · 课程 · 1-3 个月