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。

Johns Hopkins University
您将获得的技能: Bioinformatics, Image Analysis, Bayesian Statistics, Data Science, Applied Machine Learning, Data Structures, Machine Learning Methods, Statistical Hypothesis Testing, Statistical Methods, Computer Vision, Algorithms, Statistical Inference, Probability Distribution, Medical Imaging
中级 · 课程 · 1-3 个月

Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Data Preprocessing, Linear Algebra, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Exploratory Data Analysis, Machine Learning, Classification Algorithms, Random Forest Algorithm, Statistical Visualization, Responsible AI
中级 · 指导项目 · 不超过 2 小时

Tecnológico de Monterrey
您将获得的技能: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Liberal Arts, Machine Learning, Human Computer Interaction, Social Impact, Human Centered Design, Psychology, Ethical Standards And Conduct
初级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Market Liquidity, Financial Market, Portfolio Management, Securities Trading, Investments, Securities (Finance), Equities, Portfolio Risk, Financial Trading, Capital Markets, Finance, Market Dynamics, Risk Analysis, Economics, Fixed Asset, Market Data, Derivatives, Technical Analysis, Statistical Methods, Financial Modeling
中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: 克劳德人类学, 机器学习, AI 产品战略, 市场趋势, 负责任的人工智能, 商业智能, 人机界面, 市场数据, 新兴技术, 人工智能, ChatGPT, OpenAI, 深度学习, 监督学习, 数据伦理, 生成式人工智能
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 统计建模, 模型评估, 分析, 预测建模, 逻辑回归, 数据分析, 概率, 回归分析, 道德标准与行为, Pandas(Python 软件包), 预测, 数据处理
中级 · 课程 · 1-3 个月

您将获得的技能: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Quality Management, Process Analysis, Process Improvement, Data-Driven Decision-Making, Business Process, Continuous Improvement Process, Team Oriented, Statistical Process Controls, Pareto Chart, Statistics, Statistical Methods, Root Cause Analysis
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Artificial Neural Networks, Machine Learning, Deep Learning, Social Impact, Sales, Writing
初级 · 课程 · 1-4 周

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

您将获得的技能: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, SAS (Software), Statistical Reporting, Pharmaceuticals, Data Analysis, Statistical Analysis, Informed Consent, Data Manipulation, Descriptive Statistics
初级 · 课程 · 1-4 周