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。

University of California, Davis
您将获得的技能: Experimentation, Product Testing, Laboratory Testing, Laboratory Experience, Food and Beverage, Consumer Behaviour, Scientific Methods, Systems Of Measurement, Case Studies, Quality Assurance, Physiology, Research Design, Usability Testing, Science and Research, Data Collection, Statistical Analysis, Nutrition and Diet, Human Factors, Anatomy, Product Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Regression Analysis
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

Intel
您将获得的技能: Artificial Intelligence, AI Enablement, Discussion Facilitation, Company, Product, and Service Knowledge, Responsible AI, Machine Learning, Data Analysis, Business Research, B2B Sales
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Research Design, Science and Research, Laboratory Research, Research Methodologies, Research, Consumer Behaviour, Influencing, Marketing Psychology, Case Studies, Persuasive Communication, Statistical Analysis, Ethical Standards And Conduct, Data Collection, Advertising, Behavioral Economics, Data Analysis Software, Biomedical Technology, Marketing Communications, Experimentation, Neurology
中级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 模型评估, 数据管理, Data Management, 大数据, 数据可视化软件, 临床数据管理, 健康技术, 分析, 健康信息学, 临床研究, 远程保健, 统计分析, Tableau 软件, 数据收集
中级 · 课程 · 1-4 周

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

您将获得的技能: Simulations, Visualization (Computer Graphics), Statistical Visualization, R (Software), R Programming, Statistical Modeling, Statistical Programming, Statistical Analysis, Process Analysis, Data Analysis, Test Case
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Generative AI, Artificial Intelligence, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Applied Machine Learning, Algorithms
中级 · 课程 · 1-4 周

Università Bocconi
您将获得的技能: 回归分析, 案例研究, 战略决策, 创新, 大数据, 数据驱动的决策制定, 统计分析, 机器学习, 数据分析, 概率, A/B 测试, 相关性分析, 业务指标
混合 · 课程 · 1-3 个月

The University of Melbourne
您将获得的技能: 股票, 财务分析, 投资回报, 兼并与收购, 企业财务, 现金流量, 资本预算编制, 风险管理, 衍生产品, 金融建模, 投资, 商业估值, 财务管理, 资本市场
混合 · 课程 · 1-4 周