统计推理课程
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。
热门统计推理课程和认证
状态：预览Icahn School of Medicine at Mount Sinai
您将获得的技能: 机器学习, 交互式数据可视化, 数据分析, 大数据, 还原式 API, 生物信息学, 监督学习, 数据整合, 无监督学习, 元数据管理, 应用编程接口 (API), 数据处理
状态：免费试用您将获得的技能: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
状态：免费试用Whizlabs
您将获得的技能: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Machine Learning
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 财务预测, 财务分析, 分析, 公认会计原则（GAAP）, 业务指标, 财务报告, 金融建模, 财务报表分析, 商业估值, 企业战略, 金融报表
状态：预览DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Supervised Learning, Artificial Intelligence, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning
状态：免费试用Johns Hopkins University
您将获得的技能: Research, Research Design, Consumer Behaviour, Influencing, Persuasive Communication, Ethical Standards And Conduct, Marketing Psychology, Behavioral Economics, Biomedical Technology, Experimentation, Neurology, Marketing, Data Analysis, Statistical Analysis
状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Data Storytelling, Analytics, Excel Formulas, Predictive Modeling, Anomaly Detection, Python Programming, Machine Learning
状态：免费试用您将获得的技能: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing
状态：预览Sungkyunkwan University
您将获得的技能: Recurrent Neural Networks (RNNs), Image Analysis, Convolutional Neural Networks, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Machine Learning
状态：预览University of Washington
您将获得的技能: AI 产品战略, 机器学习, 数据叙事, 自动化, 决策支持系统, 创新, 人机界面, 人工智能, 用户故事, 数据驱动的决策制定
状态：预览University of California, Davis
您将获得的技能: Large Language Modeling, Generative AI, Writing, Data Ethics, Responsible AI, Artificial Intelligence, Technical Writing, Model Evaluation, Machine Learning, Information Privacy
Coursera
您将获得的技能: 模型评估, 机器学习, 数据导入/导出, 数据预处理, ChatGPT, 应用机器学习, 性能调整, 张力流, Machine Learning 方法, Keras（神经网络库）, 图像分析, Python 程序设计, 人工神经网络
总之，以下是 10 最受欢迎的 statistical inference 课程
- 利用 BD2K-LINCS 数据协调和集成中心进行大数据科学研究: Icahn School of Medicine at Mount Sinai
- R Ultimate 2024 - R for Data Science and Machine Learning: Packt
- Data Engineering in AWS: Whizlabs
- 超越财务：洞察、分析和估值: University of Illinois Urbana-Champaign
- Нейронные сети и глубокое обучение: DeepLearning.AI
- Practical Neuromarketing Research: Johns Hopkins University
- Power BI for Data Science and Analytics: Edureka
- PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
- Fundamentals of CNNs and RNNs: Sungkyunkwan University
- 用于自主人工智能的机器教学: University of Washington
