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。

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, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
中级 · 专项课程 · 3-6 个月

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

University of Virginia
您将获得的技能: 用户体验, A/B 测试, 数据驱动的决策制定, 需求规划, 分析, 客户洞察, 软件开发, 数据科学, 预测分析, 产品管理, 可用性测试, 客户分析, 商业分析, 产品测试, Agile 方法论, 敏捷软件开发
初级 · 课程 · 1-4 周

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

Coursera
您将获得的技能: 生成式人工智能, 分析, 数据分析, 预测分析, 数据预处理, 数据转换, 高级分析, 机器学习算法, 负责任的人工智能, AI 产品战略
中级 · 课程 · 1-4 周

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, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytical Skills, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Analytics, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月
University of Washington
您将获得的技能: 统计分析, 机器学习, 无监督学习, 分类算法, 监督学习, R 语言程序设计(中文版), 高级分析, 统计推理, 统计机器学习, 大数据, 数据分析, 预测分析, 统计方法, 概率与统计, 机器学习算法, 图论
混合 · 课程 · 1-4 周

Universiteit Leiden
您将获得的技能: R 语言程序设计(中文版), 监督学习, 统计推理, 预测分析, 样本量的确定, 数据预处理, 预防保健, 健康信息学, 回归分析, 预测建模, 统计建模, 精准医疗, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Classification Algorithms, Financial Forecasting, Performance Tuning
混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Regression Analysis, Business Analytics, Data Preprocessing, Machine Learning Methods, Data Mining, Feature Engineering, Statistical Analysis, Decision Tree Learning, Data Transformation, Artificial Neural Networks
混合 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月