Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施回归技术和分析数据集。

Microsoft
您将获得的技能: 微软 Azure, 持续监测, 模型评估, 数据伦理, 信息隐私, MLOps(机器学习 Operator), 机器学习, 数据库, 云计算, 数据预处理, 负责任的人工智能, 数据安全, 数据管道, 模型部署, 性能调整
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 流行病学, 网络分析, 系统思考, 经济学, 健康的社会决定因素, 软件安装, 社交网络分析, 行为健康, 健康差异, 政策分析, 公共卫生, 模拟, 系统分析
初级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Machine Learning, Predictive Modeling, Data Mining, Data Cleansing, Deep Learning, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management
中级 · 课程 · 1-3 个月

Institut Mines-Télécom
您将获得的技能: 创新, 创业, 业务转型, 战略决策, 新兴技术, 知识转让, 网络模型, 业务建模, 商业策略, 产品规划, 数字化转型
混合 · 课程 · 1-4 周

您将获得的技能: Networking Hardware, Network Monitoring, OSI Models, Routing Protocols, Software-Defined Networking, Network Troubleshooting, Network Architecture, Network Protocols, Distributed Denial-Of-Service (DDoS) Attacks, Network Security, TCP/IP, Network Routing, Computer Networking, Open Shortest Path First (OSPF), Dynamic Host Configuration Protocol (DHCP), Network Administration, Network Performance Management, Local Area Networks, Hardening, Intrusion Detection and Prevention
中级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Model Evaluation, Applied Machine Learning, AI Personalization, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Classification Algorithms, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Data Mining, Regression Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Generative AI, Artificial Intelligence, Education Software and Technology, Responsible AI, Digital pedagogy, Prompt Engineering, Large Language Modeling, ChatGPT, Emerging Technologies
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistical Methods, Predictive Modeling, Generative AI, Rmarkdown, Forecasting, Descriptive Statistics, Power BI, Ggplot2
初级 · 课程 · 1-3 个月