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。
University of Michigan
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), 机器学习, 数据预处理, 逻辑回归, 机器学习算法, 分类算法, 预测分析, 分类与回归树 (CART), 预测建模, 应用机器学习, 数据分析, 决策树学习, 功能工程, 分析, 监督学习, 模型评估
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 无监督学习, 统计分析, 探索性数据分析, 绘图(图形), 数据分析, 降维, Ggplot2, R 语言程序设计(中文版), 数据可视化软件, 统计可视化, 制图
混合 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: 3D Modeling, Software Installation, Computer Graphics, Visualization (Computer Graphics), Animations, System Configuration, User Interface (UI)
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 张力流, 数据预处理, 机器学习, Machine Learning 方法, 概率与统计, 医学科学与研究, 预测建模, 统计机器学习, 卷积神经网络, 自然语言处理, 放射诊断学, 应用机器学习, 磁共振成像, 风险模型, 图像分析, 深度学习, 人工智能, 模型评估, 医学影像
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Applied Machine Learning, Machine Learning Methods, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings
高级设置 · 专项课程 · 3-6 个月

EDHEC Business School
您将获得的技能: 统计方法, 无监督学习, 投资组合风险, 机器学习, 监督学习, 投资管理, 回归分析, 预测分析, 资产管理, 计算机科学, Jupyter, 金融市场, 应用机器学习, 金融建模, 降维, 投资组合管理
中级 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Precision Medicine, Accident Prevention, Data Ethics, Kinesiology, Applied Machine Learning, AI Enablement, Bayesian Network, Child Development, Working With Children, Machine Learning, Data-Driven Decision-Making, Epidemiology, Continuous Monitoring, Load Balancing, Decision Support Systems, Emerging Technologies, Predictive Modeling, Health Education, Biomedical Engineering, Data Integration
初级 · 专项课程 · 3-6 个月

您将获得的技能: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation
初级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression
中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Supervised Learning, Tensorflow, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Python Programming, Convolutional Neural Networks, Machine Learning, Deep Learning, Unstructured Data, NumPy, Classification Algorithms, Matplotlib, Natural Language Processing, Text Mining, Pandas (Python Package), Regression Analysis, Model Evaluation
攻读学位
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Prompt Engineering, Large Language Modeling, Database Design, LLM Application, Software Documentation, Software Design Patterns, Collaborative Software, Software Testing, OpenAI API, Application Design, Generative AI, Database Management, AI Enablement, Code Review, Software Architecture, System Design and Implementation, Dependency Analysis, Software Engineering, Software Development, Machine Learning
初级 · 专业证书 · 1-3 个月