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。

DeepLearning.AI
您将获得的技能: 卷积神经网络, 生成对抗网络 (GAN), 自动编码器, 迁移学习, 张力流, 生成式人工智能, 人工神经网络, 生成模型架构, 深度学习, 图像分析
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Model Evaluation, Classification Algorithms, Data Science, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Virginia Darden School Foundation
您将获得的技能: 营销策略, 营销分析, AI 个性化服务, 搜索引擎营销, 客户体验战略(CX), 生成式人工智能, 数字化营销, Google 广告, 客户洞察, 消费者行为, 大型语言模型, 内容营销, 关键词研究, 点击付费广告, 角色开发
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Digital Transformation, Big Data, Data Analysis, Business Analytics, Regression Analysis, Analytics, Apache Hadoop, Health Informatics, Deep Learning
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Convolutional Neural Networks, Image Analysis, Data Pipelines, Data Preprocessing, Model Evaluation, Machine Learning
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: 投资组合风险, 定量研究, Variance 分析, 风险分析, 投资组合管理, 相关性分析, 金融, 风险管理, 投资管理, 统计方法, 金融市场, 概率分布, 投资, 决策, 投资回报
混合 · 课程 · 1-3 个月

LearnKartS
您将获得的技能: Security Controls, Information Systems Security, Cybersecurity, Application Security, Cryptography, Data Security, Threat Management, Computer Security, Enterprise Security, Security Engineering, Blockchain, Zero Trust Network Access, Information Assurance, Threat Detection, Encryption, Authentications, Public Key Infrastructure, Vulnerability Assessments, Authorization (Computing), Data Integrity
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: LangChain, Tool Calling, LLM Application, AI Workflows, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Development
中级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Cloud Deployment, Cloud Computing, Identity and Access Management, General Networking, Cost Estimation, Virtual Machines, Infrastructure As A Service (IaaS), Cloud Storage, Scalability, Software As A Service, Databases, Platform As A Service (PaaS), Billing, Continuous Monitoring, Amazon CloudWatch, Private Cloud, Hybrid Cloud Computing, NoSQL, Virtual Networking, Product Support
初级 · 专项课程 · 1-3 个月

MathWorks
您将获得的技能: 卷积神经网络, 机器学习, 估算, 迁移学习, 机器学习算法, 计算机视觉, 分类算法, Data Validation, Algorithm, Matlab, 数据预处理, Machine Learning 方法, 深度学习, 模型评估, 交通流优化, 人工智能和机器学习(AI/ML), 医学影像, 地理空间信息与技术, 图像分析
中级 · 专项课程 · 1-3 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