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。

Utrecht University
您将获得的技能: 环境科学, 统计分析, 健康的社会决定因素, 流行病学, 研究, 医学科学与研究, 生物统计学, 心脏病学, 公共卫生, 数据科学, 环境监测
中级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Scientific Methods, Systems Of Measurement, Experimentation, Statistical Analysis, Quantitative Research, Human Factors, Psychology, Research Methodologies, Neurology, Product Testing, Physiology
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: 人工智能, 数据预处理, 张力流, 递归神经网络 (RNN), 文本挖掘, 自然语言处理, 深度学习, 卷积神经网络, 预测建模, 应用机器学习, 监督学习, 机器学习, 数据科学, 分类算法
初级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, MLOps (Machine Learning Operations), Feature Engineering, AI Personalization, Model Deployment, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Cleansing, Data Processing, Data Wrangling, Data Integrity, Machine Learning, Machine Learning Algorithms, Data Modeling, Supervised Learning, Data Mining, Random Forest Algorithm, Data Management, Unsupervised Learning
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数据处理, 数据结构, 线性代数, 数字信号处理, 深度学习, 卷积神经网络, 性能调整, 人工神经网络, 数据科学, 图像分析, 机器学习, 数值分析, Algorithm, 数据转换
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting
初级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Statistical Visualization, Python Programming, Data Science, Machine Learning, Data Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Data Analysis, Classification Algorithms, Data Preprocessing, Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, Machine Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Matplotlib, Statistical Modeling, Descriptive Statistics
混合 · 课程 · 1-4 周

Banco Interamericano de Desarrollo
您将获得的技能: Data Ethics, Policy Development, Data-Driven Decision-Making, Data Analysis, Data Collection, Policy Analysis, Data Quality, Surveys, Research, Program Evaluation, Statistical Analysis, Research Design
初级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Design Thinking, Responsible AI, Design, User Experience Design, Creative Design, Persona (User Experience), Design and Product, User Interface and User Experience (UI/UX) Design, Data Ethics, Artificial Intelligence, UI/UX Strategy, Innovation, Machine Learning
初级 · 课程 · 1-4 周