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。

您将获得的技能: Convolutional Neural Networks, Deep Learning, Transfer Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification Algorithms, Machine Learning, Supervised Learning, Data Processing, Linear Algebra
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Regression Analysis
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Robotics, Data Mapping, Real-Time Operating Systems, Simulations, Linear Algebra, Python Programming, Algorithms, Computer Programming
攻读学位
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 统计建模, 探索性数据分析, 数据操作, 数据清理, R 语言程序设计(中文版), 预测, 数据整理, 数据预处理, 预测分析, 回归分析, 数据分析, 功能工程, 统计分析, 数据可视化, 数据科学, 模型评估
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, Machine Learning 方法, Data Validation, 监督学习, 数据预处理, 统计方法, 回归分析, 分类算法, 自然语言处理, 模型评估, 功能工程, 预测建模
中级 · 课程 · 1-4 周

Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Matlab, Engineering Analysis, Mathematical Modeling, Simulation and Simulation Software, Engineering Calculations, Systems Analysis, Linear Algebra, System Design and Implementation, Differential Equations
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Statistics, Python Programming
中级 · 指导项目 · 不超过 2 小时
University of Colorado Boulder
您将获得的技能: Vibrations, Control Systems, Mechanics, Torque (Physics), Engineering Analysis, Finite Element Methods, Mechanical Engineering, Simulations, Angular, Engineering Calculations, Differential Equations, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Linear Algebra, Calculus
高级设置 · 专项课程 · 1-3 个月
Rice University
您将获得的技能: 风险管理, 投资组合风险, 相关性分析, 统计方法, 投资回报, 决策, 定量研究, Variance 分析, 金融市场, 金融, 风险分析, 投资, 投资组合管理, 概率分布, 投资管理
混合 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Classification Algorithms, Business Ethics, Governance
攻读学位
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 统计, 相关性分析, 概率与统计, 商业分析, 数据分析, 抽样(统计), 微软Excel, 箱形图, 统计分析, 描述性统计, 概率分布
混合 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Resource Allocation, Operations Research, Production Planning, Graph Theory, Data-Driven Decision-Making, Decision Making, Mathematical Modeling, Process Optimization, Network Planning And Design, Complex Problem Solving, Computational Logic, Algorithms, Linear Algebra, Cryptography
初级 · 课程 · 1-4 周