Big Data Analytics 课程可以帮助您学习数据挖掘、统计分析、数据可视化和预测建模。您可以掌握解释复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Apache Hadoop、Spark 和 Tableau 等工具,这些工具支持处理大型数据集和可视化趋势,让您能够在各种业务环境中应用自己的解析技能。
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月

Clemson University
您将获得的技能: Dimensionality Reduction, Model Evaluation, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Data Preprocessing, Statistical Methods, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Machine Learning
攻读学位
中级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: A/B Testing, Design Thinking, Experience Design, Data Storytelling, Dashboard, User Feedback, Stakeholder Engagement, Customer Insights, Interviewing Skills, Business Requirements, Problem Solving
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 数据访问, Data Validation, 数据收集, 数据质量, 数据管理, 数据预处理, 抽样(统计), 数据分析, 威胁检测
初级 · 课程 · 1-4 周

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

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

University of Colorado Boulder
您将获得的技能: 数据叙事, 数据科学, 数据伦理, 数据驱动的决策制定, 数据展示, 计算机科学, 应用数学, 统计, 技术交流, 探索性数据分析, 数据可视化, 数据分析, 统计报告
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中级 · 课程 · 1-4 周

您将获得的技能: Cloud Security, Data Loss Prevention, Data Security, Personally Identifiable Information, Information Privacy, Cloud Computing, Google Cloud Platform, Cloud Services
初级 · 项目 · 不超过 2 小时
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
Duke University
您将获得的技能: 数据叙事, 数据可视化软件, 商业分析, 业务流程改进, Tableau 软件, 数据操作, 仪表板, 业务过程, 利益攸关方沟通, 数据可视化, 数据分析, 可视化(计算机制图), 演讲
混合 · 课程 · 1-3 个月

Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Laboratory Research, Metadata Management, Science and Research, R Programming, Spatial Data Analysis, Scientific Methods, Data Collection, Data Quality, Research, Quantitative Research, Informatics, Biology, Laboratory Techniques, Analysis
中级 · 专项课程 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
攻读学位
混合 · 课程 · 1-3 个月