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: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation
中级 · 课程 · 1-3 个月

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
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Health Disparities, Social Determinants Of Health, Health Equity, Maternal Health, Statistical Software, Box Plots, Data Analysis, Health Policy, Child Health, Socioeconomics, Health Informatics, Statistical Hypothesis Testing, Public Health, Data Visualization, Diversity Awareness, Policy Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

Fundação Instituto de Administração
您将获得的技能: Ggplot2, Data Visualization Software, Plot (Graphics), R Programming, Data Manipulation, Tidyverse (R Package), Data Structures, Data Analysis, Statistical Programming, Integrated Development Environments, Data Import/Export, Software Installation
初级 · 课程

University of Colorado Boulder
您将获得的技能: Matplotlib, Object Oriented Programming (OOP), Plotly, Seaborn, Data Visualization Software, Object Oriented Design, Data Visualization, Pandas (Python Package), NumPy, Statistical Visualization, Interactive Data Visualization, Software Documentation, Scatter Plots, Box Plots, Heat Maps, Software Engineering, Data Structures, Maintainability, Data Import/Export, Data Manipulation
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 制造 Operator, 商业分析, 投资组合管理, 数学建模, 微软Excel, 工艺优化, 生产规划, 投资管理, 员工队伍规划, 资源分配, 应用数学, 金融, 运营管理, 分析, 决策, 劳动力管理, 金融建模, 供应链, 运筹学
初级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: 机器学习, 分类算法, 模型评估, 模型部署, 逻辑回归, 数据预处理, 监督学习, 回归分析, 异常检测, 无监督学习, 预测建模, 决策树学习, 功能工程
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI, Google Gemini, Artificial Intelligence, Machine Learning
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据操作, 模型评估, 大型语言模型, 机器学习, 非结构化数据, JSON, 数据预处理, OpenAI 应用程序接口, 性能指标, 生成式人工智能, Python 程序设计, OpenAI, 实时数据
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Federated Learning, Scalability, Machine Learning, Distributed Computing, Model Evaluation, MLOps (Machine Learning Operations), Microsoft Azure, Information Privacy
中级 · 课程 · 1-4 周