统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Data Processing, Keras (Neural Network Library), Data Transformation, Applied Machine Learning, Machine Learning, Statistical Methods
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Data Analysis, Data Modeling, Model Evaluation, Artificial Intelligence, Data Visualization Software, Machine Learning, Technical Documentation
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Model Evaluation, Artificial Intelligence, Applied Machine Learning, Data Analysis, Data Visualization Software, Machine Learning, Technical Documentation
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: AI Security, Security Strategy, Cyber Security Strategy, Responsible AI, Threat Modeling, Security Management, Threat Management, Enterprise Security, Information Systems Security, Security Requirements Analysis, Information Assurance, Security Controls, Personally Identifiable Information, Data Security, Infrastructure Security, Artificial Intelligence, Generative AI, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Responsible AI, Applied Machine Learning, Model Evaluation, Model Deployment, Machine Learning, Artificial Intelligence, Technical Documentation, Software Documentation
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Analysis, Data Preprocessing, Artificial Intelligence, Exploratory Data Analysis, Model Evaluation, Machine Learning, Technical Documentation, Data Validation
中级 · 课程 · 1-4 周

您将获得的技能: Shiny (R Package), Cloud Deployment, Interactive Data Visualization, Application Deployment, Performance Tuning, Data Visualization Software, Web Applications, Application Development, R Programming, Dashboard, Exploratory Data Analysis, User Interface (UI), User Interface (UI) Design, Data Import/Export
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Big Data, Data Analysis, Applied Machine Learning, Google Cloud Platform, Machine Learning, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Image Analysis, Computer Vision, Model Evaluation, Analysis, Debugging, Failure Mode And Effects Analysis, Exploratory Data Analysis, Root Cause Analysis, Data Visualization, Quality Assurance, Statistical Reporting
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Preprocessing, Applied Machine Learning, Model Evaluation, R Programming, Data Transformation, Data Manipulation, Data Cleansing, Predictive Modeling, Predictive Analytics, Supervised Learning, Classification Algorithms, Machine Learning Algorithms
初级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), SQL, Data Manipulation, Data Analysis Software, Query Languages, Data Wrangling, Database Management, Data Transformation, Data Cleansing
中级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月