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：免费试用您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: Sampling (Statistics), Statistical Analysis, Business Analytics, Statistics, Quantitative Research, Data Analysis, Data Visualization, Statistical Methods, Data-Driven Decision-Making, Microsoft Excel, Analytical Skills, Descriptive Statistics, Probability Distribution, Influencing
您将获得的技能: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning
状态：免费试用您将获得的技能: Data-Driven Decision-Making, Data Presentation, Data Storytelling, Data Literacy, Data Analysis, Trend Analysis, Data Ethics, Analytical Skills, Investigation, Decision Making
状态：预览Duke University
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Model Deployment, Prompt Patterns, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API), Scalability
28DIGITAL
您将获得的技能: 理论计算机科学, 系统分析, 数学建模, 统计建模, 计算逻辑, 验证和确认, 马尔可夫模型, 概率分布, 概率, Algorithm
状态：免费试用Universidad Nacional Autónoma de México
您将获得的技能: Matplotlib, NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Pandas (Python Package), Exploratory Data Analysis, Data Science, Data Visualization Software, Data Analysis, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Python Programming, Linear Algebra, File Management
状态：预览Fractal Analytics
您将获得的技能: Google 云端平台, 人工智能, 云计算, MLOps（机器学习 Operator）, 解决复杂问题, 用户界面（UI）, 生成式人工智能, 可扩展性, 模型部署, 批判性思维, 机器学习, AI 赋能
状态：预览National Taiwan University
您将获得的技能: Feature Engineering, Decision Tree Learning, Random Forest Algorithm, Supervised Learning, Deep Learning, Machine Learning, Classification Algorithms, Embeddings, Artificial Neural Networks, Unsupervised Learning, Regression Analysis, Logistic Regression
Google Cloud
您将获得的技能: Google 云端平台, 异常检测, 模型评估, 决策树学习, 无监督学习, 数据预处理, 监督学习, 数据操作, 逻辑回归, 功能工程, 预测建模, 应用机器学习, 机器学习, 大数据, 欺诈检测
状态：免费DeepLearning.AI
您将获得的技能: Model Deployment, Performance Testing, Android Development, Transfer Learning, Image Analysis, PyTorch (Machine Learning Library), Tensorflow, Hardware Architecture, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence
状态：免费试用University of Minnesota
您将获得的技能: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Systems Thinking, Statistical Software, Data Analysis, Box Plots, Data Ethics, Substance Abuse, Research Methodologies, Correlation Analysis, Scatter Plots, Environmental Science
总之，以下是 10 最受欢迎的 statistical inference 课程
- Mastering Machine Learning Algorithms using Python: Packt
- Исследование и генерация данных для принятия бизн.-реш.: University of Illinois Urbana-Champaign
- Visualizing Filters of a CNN using TensorFlow: Coursera
- Data Literacy Essentials: SAS
- End to End LLMs with Azure: Duke University
- 定量模型检查: 28DIGITAL
- Python: de usuario a explorador de datos: Universidad Nacional Autónoma de México
- 顶点 AI 简介: Fractal Analytics
- 機器學習技法 (Machine Learning Techniques): National Taiwan University
- 利用谷歌云上的机器学习检测金融交易欺诈: Google Cloud
