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: 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 California, Davis
您将获得的技能: ISO 9000 Series, Food Quality Assurance And Control, Food and Beverage, Production Process, Quality Assurance and Control, Quality Assessment, Quality Management, Hazard Analysis, Standard Operating Procedure, Statistical Process Controls, Water Quality, Microbiology, Chemistry, Process Control, Cost Control, Laboratory Testing, Manufacturing Processes, Descriptive Statistics, Analytical Chemistry, Product Testing
中级 · 专项课程 · 3-6 个月

University of Minnesota
您将获得的技能: 线性代数, 回归分析, 数值分析, 降维, 解决方案设计, Algorithm, 应用数学, Python 程序设计, 数据操作, 应用机器学习, 统计方法, NumPy, 数学建模
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Database Design, Relational Databases, Database Systems, Database Management, NoSQL, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Data Preprocessing
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中级 · 专项课程 · 3-6 个月
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
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初级 · 课程 · 1-4 周

IBM
您将获得的技能: SQL, 数据库, Apache Spark, IBM Cognos 分析, 关系数据库, 数据管道, 数据架构, NoSQL, IBM DB2, 大数据, MySQL, MongoDB, Query 语言, Python 程序设计, 应用机器学习, 数据库设计, 统计报告, 数据仓库, PostgreSQL, 摘录
高级设置 · 课程 · 1-3 个月

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 Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Governance, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Analysis, Data Management, Model Evaluation, Data Preprocessing, Data Access, Statistical Analysis, Sampling (Statistics), Verification And Validation, Design Strategies, Threat Detection
初级 · 专项课程 · 1-3 个月

National Taiwan University
您将获得的技能: Probability, Probability Distribution, Statistics, Data Literacy, Logical Reasoning, Critical Thinking, Learning Strategies
初级 · 课程 · 1-3 个月

您将获得的技能: Drug Development, Clinical Research, Clinical Trials, Statistical Analysis, Predictive Modeling, R Programming, Data Analysis, Statistical Methods, Health Policy, Data Science, Epidemiology, Healthcare Industry Knowledge, Data Quality, Electronic Medical Record
中级 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Data Collection, Transportation Operations, Surveys, Quantitative Research, Mathematical Modeling, Predictive Modeling, Statistical Methods, Regression Analysis, Model Evaluation, Logistic Regression, Spatial Analysis
中级 · 课程 · 1-3 个月