统计学课程可以帮助您学习数据分析、概率论、假设检验和 Regression 分析技术。您可以掌握解释 Data Set、做出明智预测和开展调查的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计分析和可视化结果。您还将探索描述统计、推断统计和实验设计等关键主题,掌握应对现实世界数据挑战的知识。

Arizona State University
您将获得的技能: 统计建模, 数据分析, 实验, 统计方法, 样本量的确定, Variance 分析, 统计分析
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计假设检验, 概率与统计, 统计建模, 数据分析, 定量研究, 微积分, 统计分析, 数据科学, 回归分析, 研究设计, 数据伦理, 线性代数
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中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

Queen Mary University of London
您将获得的技能: 统计假设检验, 数据分析, 定量研究, 创建调查, 数据预处理, 描述性统计, 统计, 研究方法, 数据收集, 统计分析, 研究设计, 研究报告
初级 · 课程 · 1-4 周

University of Florida
您将获得的技能: Land Management, Climate Change Mitigation, Sustainable Development, Sustainable Systems, Environment and Resource Management, Water Resources, Sustainability Standards, Climate Change Adaptation, Water Resource Management, Environment, Natural Resource Management, Plant Operations and Management, Systems Thinking, Environmental Science, General Science and Research, Spatial Analysis, Socioeconomics, Research, Research Methodologies, Biology
中级 · 专项课程 · 3-6 个月

Kennesaw State University
您将获得的技能: 趋势分析, 创造力, 商业研究, 适应, 市场调查, 规划, 市场分析, 自我意识, 个人发展, 设定目标, 专业网络, 决策
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Tensorflow, Google Cloud Platform, Model Deployment, Data Preprocessing, Data Quality, Model Evaluation, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Embeddings, Applied Machine Learning, Exploratory Data Analysis, Supervised Learning, Logistic Regression, MLOps (Machine Learning Operations), Machine Learning, AI Enablement, Machine Learning Algorithms, Artificial Neural Networks, Data Pipelines
中级 · 专项课程 · 3-6 个月

Peking University
您将获得的技能: Research Methodologies, Social Sciences, Research, Surveys, Research Design, Experimentation, Scientific Methods, Sociology, Data Collection, Sample Size Determination, Probability & Statistics
混合 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Federated Learning, Scalability, Machine Learning, Distributed Computing, Model Evaluation, MLOps (Machine Learning Operations), Microsoft Azure, Information Privacy
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Database Design, Relational Databases, Database Systems, Database Management, NoSQL, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Data Preprocessing
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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: 模型评估, 数据分析, 机器学习算法, 无监督学习, 大数据, Machine Learning 方法, 分析, 监督学习, 探索性数据分析, 异常检测, 数据挖掘, 统计分析, 数据科学, 决策树学习, 机器学习, 人工神经网络, 分类算法, Algorithm
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中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: SQL, Generative AI, Data Visualization, Interactive Data Visualization, Data Analysis, Debugging, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases, Large Language Modeling, Data Validation, Data Quality
初级 · 课程 · 1-4 周