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。

Coursera
您将获得的技能: Program Management, Project Design, Program Evaluation, Project Management Life Cycle, Process Flow Diagrams, Project Management, Diagram Design, Project Management Software, Program Development, Agile Methodology
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Large Language Modeling, LLM Application, Generative AI, Prompt Engineering, Model Evaluation, Data Preprocessing, Application Development, Model Deployment, Open Source Technology
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Python 程序设计, 数据操作, 探索性数据分析, 生成式人工智能, OpenAI 应用程序接口, 数据分析, 数据预处理, 嵌入, 数据可视化, AI 个性化服务, OpenAI, 降维
中级 · 指导项目 · 不超过 2 小时

Pearson
您将获得的技能: AI Security, Retrieval-Augmented Generation, AI Orchestration, Responsible AI, LangChain, AI Workflows, Threat Modeling, Generative AI, Vector Databases, Embeddings, Application Security, Secure Coding, Large Language Modeling, Open Web Application Security Project (OWASP), Threat Management, Security Testing, Security Controls, Prompt Engineering, MITRE ATT&CK Framework
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Data Visualization, Data Preprocessing, Machine Learning, Data Manipulation, Feature Engineering, Data Cleansing, Python Programming, Data Science, Model Evaluation, Classification Algorithms, NumPy, Pandas (Python Package)
初级 · 课程 · 1-3 个月

您将获得的技能: AI Security, Responsible AI, Large Language Modeling, IT Security Architecture, Threat Modeling, Vulnerability Assessments, Threat Detection, Cybersecurity, Information Systems Security, Cyber Security Strategy, Security Strategy, Security Management, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks, Incident Response, Natural Language Processing, Risk Analysis
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Gemini, Google Gemini, Model Deployment, AI Enablement, Google Cloud Platform, Education Software and Technology, Generative AI, LLM Application, Multimodal Prompts, Software Installation
中级 · 项目 · 不超过 2 小时

您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
初级 · 课程 · 1-3 个月

Technical University of Munich (TUM)
您将获得的技能: Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Sustainability Reporting, Corporate Sustainability, Climate Change Mitigation, Sustainable Development, Sustainable Design, Environmental Science, Information Technology, Artificial Intelligence, Hardware Design, Innovation
中级 · 课程 · 1-3 个月

您将获得的技能: 3D Modeling, 3D Assets, Unreal Engine, Computer Graphics, Graphical Tools, Image Quality, Performance Tuning, Content Management, Data Import/Export
初级 · 课程 · 1-3 个月

您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Scalability, Data Manipulation, Pandas (Python Package), Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Python Programming, Machine Learning Algorithms, NumPy, Model Evaluation, Exploratory Data Analysis
中级 · 课程 · 1-4 周