
Johns Hopkins University
您将获得的技能: 统计建模, 统计分析, 概率与统计, 统计方法, 回归分析, 数据分析, 相关性分析, 预测建模, 统计推理
混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Predictive Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Machine Learning Methods, Data Cleansing, Data Mining, Data Modeling, Feature Engineering, Application Deployment, Statistical Analysis, Decision Tree Learning, Data Transformation, Process Flow Diagrams, Artificial Neural Networks, Performance Metric
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 统计建模, 人工智能, Scikit-learn (机器学习库), 回归分析, 监督学习, NumPy, Python 程序设计, 分类与回归树 (CART), Jupyter, 应用机器学习, 机器学习, 功能工程, 预测建模, 数据转换
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Applied Machine Learning, Advanced Analytics, Machine Learning, Unsupervised Learning, Workflow Management, Data Ethics, Supervised Learning, Data Validation, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Python Programming, Performance Tuning
高级设置 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Supervised Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Variance Analysis, Predictive Modeling, Probability & Statistics, Exploratory Data Analysis, Machine Learning, Python Programming
高级设置 · 课程 · 1-3 个月

您将获得的技能: Machine Learning Methods, Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Clinical Informatics, Statistical Machine Learning, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Data Mining, Data Processing, Data Analysis
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 散点图, 数据叙事, 统计分析, 自然语言处理, 数据展示, 制图, 文本挖掘, 分析, 交互式数据可视化, 无监督学习, 大数据, 非结构化数据, 仪表板, 数据可视化软件, 绘图(图形), Tableau 软件, 数据可视化, 数据映射, 异常检测, 数据挖掘
中级 · 专项课程 · 3-6 个月

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

混合 · 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

IBM
您将获得的技能: 统计建模, 数据操作, 商业分析, 数据清理, Scikit-learn (机器学习库), 回归分析, 抽样(统计), 监督学习, 机器学习算法, 数据处理, 预测建模, 性能指标, 应用机器学习, 随机森林算法, 机器学习, 功能工程, 分类与回归树 (CART)
中级 · 课程 · 1-3 个月