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。

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

您将获得的技能: Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Continuous Deployment, Continuous Integration, Debugging
中级 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: Algorithm, 无监督学习, 计算机编程, 软件开发, 数据处理, 数据结构, 计算思维, 数据科学, 数据可视化软件, 机器学习, 数据分析, Javascript, 脚本, 数据建模, JSON
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Data Manipulation, Data Cleansing, Python Programming, Analysis, Development Environment, Software Development Tools, Algorithms
混合 · 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

University of Maryland, College Park
您将获得的技能: No-Code Development, Application Development, User Experience, User Interface (UI), Data Modeling, Application Design, Cloud-Based Integration, Application Deployment, Automation, Cloud Applications, Salesforce, ServiceNow
中级 · 课程 · 1-3 个月

您将获得的技能: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
高级设置 · 课程 · 3-6 个月

University of California, Davis
您将获得的技能: Responsible AI, Data Ethics, Social Impact, Technology Strategies, Digital Transformation, AI Enablement, Machine Learning, Technology Solutions, Human Machine Interfaces, Artificial Intelligence, Socioeconomics, Social Justice, Innovation, Business Ethics, Change Management, Ethical Standards And Conduct, Emerging Technologies, Policy Development
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

Duke University
您将获得的技能: Exploratory Data Analysis, Sampling (Statistics), Probability Distribution, Bayesian Statistics, Data Analysis, Statistical Analysis, Probability, R Programming, Statistics, Quantitative Research, Descriptive Statistics, Statistical Inference
初级 · 课程 · 1-3 个月

您将获得的技能: Cybersecurity, Network Security, Cloud Security, Application Security, OSI Models, Cryptography, Encryption, Endpoint Security, Firewall, Malware Protection, Wireless Networks, Network Protocols, Public Key Infrastructure, Data Integrity, Virtualization
中级 · 课程 · 1-4 周