推断统计课程可以帮助您学习假设检验、置信区间、Regression 分析和抽样方法。您可以培养解释数据、进行预测和从 Sampling 数据中得出结论的技能。许多课程都会介绍 R 和 Python 等统计分析工具,以及 SPSS 和 Excel 等软件,支持将这些统计技术应用到真实世界的数据 Set 中。

University of Virginia
您将获得的技能: 客户洞察, 数据驱动的决策制定, 业务建模, 利益相关者的参与, 产品路线图, 客户参与, 产品改进, 新产品开发, Agile 方法论, 产品管理, 网络分析, 设计思维, 设计与产品, 创新
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Responsible AI, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Data Preprocessing, Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Migration, Apache Airflow, Model Evaluation, Data Lakes, Scikit Learn (Machine Learning Library), Cloud Computing
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Anomaly Detection, Predictive Analytics
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 卷积神经网络, 数据科学, Python 程序设计, 分类算法, 回归分析, 无监督学习, 探索性数据分析, 时间序列分析和预测, 生成式人工智能, 强化学习, 自动编码器, 机器学习, 递归神经网络 (RNN), 生成对抗网络 (GAN), 功能工程, 人工智能和机器学习(AI/ML), 数据清理, 深度学习, 监督学习, 降维
攻读学位
中级 · 专业证书 · 3-6 个月

Kennesaw State University
您将获得的技能: 统计假设检验, 统计推理, 相关性分析, 过程分析, 回归分析, 概率与统计, 分析, 统计分析, 六西格玛方法, 数据分析, 样本量的确定, 精益六西格玛, 风险分析, 抽样(统计)
混合 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 统计推理, 贝叶斯统计, 可扩展性, 无监督学习, 统计建模, 分布式计算, Algorithm, 数据结构, 统计机器学习, 机器学习算法, 机器学习, 非结构化数据, 数据挖掘, 应用机器学习, 文本挖掘, 概率分布
混合 · 课程 · 1-3 个月

您将获得的技能: User Experience, UI/UX Research, User Experience Design, Usability Testing, Design Research, Data Visualization, Usability, User Centered Design, User Research, Interactive Data Visualization, Data Analysis, Qualitative Research, Quantitative Research, Data Preprocessing, Statistical Inference
初级 · 课程 · 3-6 个月

Universidad de los Andes
您将获得的技能: Probability, Probability Distribution, Applied Mathematics, Statistics, Risk Management, Risk Modeling, Combinatorics, Descriptive Statistics
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Splunk, Dashboard, Business Intelligence, Scatter Plots, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Graphing, Real Time Data, Trend Analysis, Event Monitoring, Transaction Processing, Anomaly Detection, System Configuration, Correlation Analysis, Statistical Analysis, Data Manipulation
混合 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Responsible AI, Embeddings, Data Synthesis, SAS (Software), Text Mining, Natural Language Processing
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: ArcGIS, GIS Software, Spatial Analysis, Data Storytelling, Spatial Data Analysis, Geographic Information Systems, Data Presentation, Geospatial Information and Technology, Metadata Management, Geospatial Mapping, Public Health and Disease Prevention, Data Sharing, Public Health, Land Management, Heat Maps, Epidemiology, Community Health, Image Analysis, Project Management, Data Mapping
初级 · 专项课程 · 3-6 个月