Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具,这些工具支持实施回归模型和有效分析数据集。

American Psychological Association
您将获得的技能: Quantitative Research, Scientific Methods, Research Design, Surveys, Research, Research and Design, Qualitative Research, Correlation Analysis, Data Collection, Data Analysis, Psychology, Sampling (Statistics)
初级 · 课程 · 1-3 个月

Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Engineering Calculations, Automation Engineering, Simulation and Simulation Software, Digital Signal Processing, Matlab, Process Control, Embedded Systems, Engineering Analysis, Electrical and Computer Engineering, Mathematical Modeling, Performance Testing, Systems Analysis, Estimation, Linear Algebra
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 数学建模, 统计建模, 实验, 研究设计, 统计分析, 模型评估, 统计方法, 回归分析, 分析
中级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 验证和确认, 自动化, 软件开发工具, 应用安全, 白盒测试, 测试自动化, 回归测试, 单元测试, 测试数据, 软件测试, 测试案例, 安全测试, 调试, 代码覆盖范围
中级 · 课程 · 1-4 周
University of California San Diego
您将获得的技能: 原型设计, 交互设计, 信息架构, 用户界面(UI), 人机交互, 可用性, 用户界面和用户体验(UI/UX)设计, 人为因素
混合 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Random Forest Algorithm, Regression Analysis, Decision Tree Learning, Supervised Learning, Machine Learning, Feature Engineering, Predictive Modeling, Deep Learning, Classification Algorithms, Dimensionality Reduction, Artificial Neural Networks, Model Evaluation, Logistic Regression
中级 · 课程 · 3-6 个月

Tecnológico de Monterrey
您将获得的技能: Lean Six Sigma, Lean Manufacturing, Statistical Process Controls, Quality Improvement, Quality Control, Continuous Improvement Process, Predictive Modeling, Production Process, Process Improvement, Kanban Principles, Problem Management, Regression Analysis, Root Cause Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric
初级 · 课程 · 1-4 周

您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Probability Distribution, Linear Algebra, Classification Algorithms, Regression Analysis
初级 · 课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: 统计建模, 数学建模, 贝叶斯统计, 时间序列分析和预测, R 语言程序设计(中文版), 统计推理, R(软件), 回归分析, 数据分析, 预测, 概率分布
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 生成对抗网络 (GAN), 无监督学习, 自动编码器, 深度学习, 人工神经网络, 递归神经网络 (RNN), 模型评估, 性能调整, 自然语言处理, 卷积神经网络, Keras(神经网络库), 应用机器学习, 人工智能和机器学习(AI/ML), 图像分析, 张力流
攻读学位
中级 · 课程 · 1-3 个月