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。

Wesleyan University
您将获得的技能: 分类与回归树 (CART), 无监督学习, 回归分析, 数据分析, 模型评估, Python 程序设计, 统计分析, 决策树学习, 预测分析, 应用机器学习, 功能工程, 随机森林算法, 数据挖掘, 机器学习算法, 机器学习, 探索性数据分析
混合 · 课程 · 1-4 周

您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming
中级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Law, Regulation, and Compliance, Classification Algorithms, Business Ethics, Governance
攻读学位
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 人工智能, 负责任的人工智能, 自然语言处理, 大数据, 研究, 分析, Algorithm, AI 赋能, 机器学习, 社会科学, 应用机器学习, 道德标准与行为, 研究方法, 数据伦理, 数据挖掘
初级 · 课程 · 1-4 周
Amazon Web Services
您将获得的技能: Responsible AI, Amazon Bedrock, AWS SageMaker, AI Enablement, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Large Language Modeling, Machine Learning
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 模型评估, 无监督学习, 统计方法, Algorithm, 数据结构, 应用机器学习, 数据挖掘, 机器学习算法, 数据可视化
混合 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Lean Manufacturing, Kaizen Methodology, Statistical Analysis, Process Improvement, Process Capability, Quality Management, Project Management, Root Cause Analysis, Customer Analysis, Regression Analysis
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 人工智能, Google 云端平台, 生成式人工智能, 负责任的人工智能, 数据建模, 创新, 非结构化数据, 数据扫盲, 大型语言模型, 深度学习, 数据质量, 机器学习, AI 安全, 数据伦理
初级 · 课程 · 1-4 周

University of Cambridge
您将获得的技能: Criminal Investigation and Forensics, Investigation, Laboratory Testing, Statistical Analysis, Molecular Biology, Specimen Collection, Scientific Methods, Medical Science and Research, General Science and Research, Data Collection, Case Studies, Biology, Ethical Standards And Conduct
初级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Prompt Engineering, Natural Language Processing, Unstructured Data, Data Analysis, Data Preprocessing, Statistical Analysis, Time Series Analysis and Forecasting, Model Evaluation, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Quantitative Research, Scientific Methods, Research Design, Surveys, Research, Research and Design, Correlation Analysis, Data Collection, Experimentation, Data Analysis, Psychology, Sampling (Statistics)
初级 · 课程 · 1-3 个月