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Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
状态：免费试用University of London
您将获得的技能: Correlation Analysis, Predictive Modeling, Data Collection, Regression Analysis, Data Science, Applied Machine Learning, Forecasting, Data Analysis, Statistical Modeling, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Exploratory Data Analysis, Feature Engineering, Model Evaluation
您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
您将获得的技能: Financial Data, Microsoft Excel, Spreadsheet Software, Excel Formulas, Microsoft 365, Financial Modeling, Mortgage Loans, Timelines
状态：免费试用University of California San Diego
您将获得的技能: 嵌入式系统, 亚马逊网络服务, 还原式 API, Linux 管理, 云计算架构, 物联网, 亚马逊弹性计算云 Computing, 命令行界面, 云计算, 云服务, 云基础设施, 云计算开发, 机器学习, 软件安装
状态：预览Knowledge Accelerators
您将获得的技能: Microsoft Copilot, Microsoft 365, Microsoft Teams, Microsoft Office, Data Visualization, Productivity Software, AI Enablement, Microsoft Excel, Artificial Intelligence, Technical Communication, Generative AI, Microsoft Word, Microsoft PowerPoint, Generative AI Agents, Productivity, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Management
您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
状态：免费试用University of Glasgow
您将获得的技能: Model Evaluation, Data Ethics, AI Security, Responsible AI, Healthcare Ethics, Machine Learning, Deep Learning, Information Privacy, Decision Support Systems, Health Informatics, Predictive Modeling, Artificial Intelligence, Human Centered Design, Data Security
Coursera
您将获得的技能: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Machine Learning, Data Preprocessing, Model Evaluation
状态：免费试用LearnQuest
您将获得的技能: Python 程序设计, 深度学习, Scikit-learn （机器学习库）, 张力流, 决策树学习, 回归分析, Keras（神经网络库）, 机器学习, 人工神经网络, 分类算法, 模型评估, 随机森林算法
状态：预览DeepLearning.AI
您将获得的技能: Deep Learning, Supervised Learning, Artificial Neural Networks, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, Performance Tuning, Python Programming, NumPy, Linear Algebra, Algorithms
总之，以下是 10 最受欢迎的 statistical inference 课程
- Introduction to Machine Learning with Python: Arizona State University
- Breast Cancer Prediction Using Machine Learning: Coursera
- Data Science Project Capstone: Predicting Bicycle Rental: University of London
- Machine Learning with PySpark: Customer Churn Analysis: Coursera
- Create a Mortgage Calculator in Excel: Coursera
- 物联网 V2：设置和使用云服务: University of California San Diego
- Microsoft 365 Copilot: Harness AI across your Microsoft Apps: Knowledge Accelerators
- ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
- Clinical Decision Support Systems - CDSS 4: University of Glasgow
- Curso Completo de Deep Learning: Coursera
