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。

Coursera
您将获得的技能: Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Data Preprocessing, Data Ethics, Model Evaluation, Responsible AI, Performance Reporting, Business Communication
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Supervised Learning, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, Model Evaluation, 决策树学习, 人工智能, 深度学习, 逻辑回归, 模型评估, 随机森林算法, 监督学习, 应用机器学习, 人工神经网络, 分类算法, 性能调整, 数据伦理, Transfer Learning, 迁移学习, 张力流
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Seaborn, Data Storytelling, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Statistical Methods, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Data Presentation, Matplotlib, Data Visualization, Pandas (Python Package), Version Control, GitHub, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy
初级 · 专项课程 · 1-3 个月

您将获得的技能: Fraud detection, Marketing Analytics, Predictive Modeling, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Market Analysis, Predictive Analytics, Statistical Analysis, Sales Management, Analytics, Data Analysis, R Programming, Credit Risk, Applied Machine Learning, Analytical Skills
初级 · 专项课程 · 1-3 个月

您将获得的技能: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Reinforcement Learning, Autoencoders, Unsupervised Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Statistical Methods, Logistic Regression, Tensorflow, Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

The State University of New York
您将获得的技能: Model Evaluation, 概率与统计, 模型评估, 数据可视化, 时间序列分析和预测, 数据分析, 数学建模, 软件安装, 预测, 统计推理, R 程序设计, 统计分析, 统计建模, 相关性分析, 描述性统计
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 计算机视觉, Model Evaluation, 人工智能, 深度学习, 模型评估, Keras(神经网络库), 人工神经网络, 数据预处理, 图像分析, 卷积神经网络, 张力流
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, SPSS (Software), Statistical Analysis, Data Transformation, Data Manipulation, Data Analysis, Technical Support, Statistical Software, Data Import/Export
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, Model Evaluation, 无监督学习, 监督学习, 逻辑回归, 模型评估, Python 编程, 应用机器学习, 降维, 分类算法, Scikit Learn(机器学习库), 决策树学习, 预测建模, 回归分析, 功能工程
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月