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。

您将获得的技能: Dashboard, Data Transformation, Analytics, Data Presentation, Data Preprocessing, Data Analysis, Business Analytics, Statistical Analysis, Statistical Modeling, Data Quality, SPSS, Predictive Modeling, Workflow Management, Data Visualization Software, Regression Analysis, Artificial Neural Networks
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 数学建模, 机器学习算法, 人工神经网络, 降维, NumPy, 衍生产品, 高等数学, 数据预处理, Jupyter, 统计资料, 回归分析, 微积分, 无监督学习, 算法, 功能工程, Algorithm, 应用数学, 线性代数, Python 编程
初级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 投资, 同行评审, 财务报表, 信用风险, 财务报表分析, 财务管理, 财务分析, 权责发生制会计, 会计, 公认会计原则(GAAP), 财务, 兼并与收购, 现金流量, 企业财务, 财务建模, 收入确认, 财务会计, 投资回报, 风险管理, 投资组合管理
攻读学位
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数据可视化, 数据可视化软件, 交互式数据可视化, 网络应用, Plotly, R 程序设计, 数据科学, 闪亮(R 套件), Rmarkdown, 统计报告, 数据展示, 数据映射, 软件包和软件管理
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Responsible AI, Risking, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, AI Enablement, AI Product Strategy, System Monitoring, Model Evaluation, Performance Tuning, Compliance Management, Technology Roadmaps, Prompt Engineering, Machine Learning, Risk Management, Generative AI, Data-Driven Decision-Making, Performance Analysis, Statistical Analysis, Cross-Functional Collaboration
中级 · 课程 · 3-6 个月

您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Data Validation, System Monitoring, Continuous Monitoring, Verification And Validation, Predictive Modeling, Performance Metric, A/B Testing, Statistical Methods, Anomaly Detection, Failure Analysis, Debugging, Applied Machine Learning, Statistical Analysis, Scikit Learn (Machine Learning Library), Benchmarking
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Generative AI, Oral Expression, Large Language Modeling, Ideation, Artificial Intelligence, Scenario Testing, Business Correspondence, Productivity, Complex Problem Solving, Report Writing, Organizational Skills, Solution Design, Document Management, Critical Thinking, Software Versioning, Context Management, Machine Learning
初级 · 专项课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Reinforcement Learning, Autoencoders, Unsupervised Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Statistical Methods, Logistic Regression, Tensorflow, Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

您将获得的技能: Transfer Learning, Image Analysis, Computer Vision, Model Evaluation, Convolutional Neural Networks, Verification And Validation, Model Deployment, Performance Metric, Quality Assessment, Performance Tuning, Performance Measurement, Data Quality, Applied Machine Learning, Data Validation, Performance Analysis, Predictive Modeling, Statistical Machine Learning, Statistical Modeling
中级 · 课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 统计假设检验, 概率与统计, 探索性数据分析, 统计分析, 数据预处理, 数据管道, 回归分析, 统计资料, R 程序设计, 生物信息学, 生物统计学, 数据转换, 统计推理, 数据分析, 逻辑回归, 统计方法
混合 · 课程 · 1-4 周

Meta
您将获得的技能: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
初级 · 专业证书 · 3-6 个月