
Wesleyan University
您将获得的技能: 机器学习, 探索性数据分析, 统计分析, 决策树学习, 机器学习算法, Python 程序设计, 数据分析, 分类与回归树 (CART), 随机森林算法, 预测分析, 回归分析, 无监督学习, 功能工程, 模型评估, 应用机器学习, 数据挖掘
混合 · 课程 · 1-4 周

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
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中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据结构, 软件安装, R 语言程序设计(中文版), 统计编程, 生物信息学, 大数据, 数据分析软件, 数据导入/导出, 数据操作
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
初级 · 专项课程 · 1-3 个月

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Supervised Learning, Bayesian Statistics, Statistical Inference, Machine Learning
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中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 负责任的人工智能, 道德标准与行为, 数据科学, 数据安全, 机器学习算法, Algorithm, 案例研究, 医疗保健伦理, 多样性意识, 数据伦理, 信息隐私, 医疗隐私, 人工智能
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初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: 统计建模, R 语言程序设计(中文版), 统计分析, 知情同意, 斯塔塔, 数据整合, 逻辑回归, 描述性统计, 回归分析, 数据伦理, 数据分析软件, STATA (软件), 抽样(统计)
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Power BI, Data Transformation, Data Preprocessing, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality
初级 · 指导项目 · 不超过 2 小时