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: 数据库, 应用程序部署, 层叠样式表(CSS), 应用安全, 面向对象编程(OOP), JSON, 模型-视图-控制器, jQuery, 数据建模, 网络开发, 对象关系映射, AJAX, 超文本标记语言(HTML), Django (网络框架), 网络应用, SQL, 数据库设计, 后端网站开发, 应用程序开发, Javascript
中级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: Amazon Bedrock, Responsible AI, Generative AI, AI Security, Artificial Intelligence, Large Language Modeling, Amazon Web Services, Embeddings, Retrieval-Augmented Generation, Image Analysis
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, 分子生物学, 分类算法, 网络分析, 数据预处理, 生物信息学, 降维, 统计分析, Algorithm, 数据分析, 马尔可夫模型, 传染病, 无监督学习, 数据挖掘, 生命科学, 微生物学, 生物学, 应用机器学习, 生物技术, 生物化学
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

University of Michigan
您将获得的技能: JSON, 数据库系统, 数据库, 数据库管理, 可扩展性, 数据库理论, 自然语言处理, 数据建模, 云应用, 存储过程, Query 语言, 数据库架构与管理, PostgreSQL, NoSQL, 数据操作, 数据库设计, 文本挖掘, 关系数据库, SQL, 分布式计算
中级 · 专项课程 · 3-6 个月

您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, AI Personalization, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

您将获得的技能: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI
中级 · 专项课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 统计建模, 统计假设检验, 统计推理, 商业分析, 概率与统计, 数据驱动的决策制定, 分析, 微软Excel, 统计方法, 统计分析, 预测分析, 回归分析
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Data Ethics, Model Evaluation, Information Privacy, Data Processing, AI Workflows, Data Analysis, No-Code Development, Analytical Skills, Machine Learning, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Machine Learning Algorithms, Data Collection
中级 · 课程 · 1-3 个月

New York University
您将获得的技能: 模型评估, Scikit-learn (机器学习库), 张力流, 机器学习, 统计方法, 强化学习, 人工神经网络, 预测建模, 金融, 应用机器学习, 深度学习, Jupyter, 监督学习, 逻辑回归, 回归分析, 金融市场
中级 · 课程 · 1-4 周

NVIDIA
您将获得的技能: OSI Models, TCP/IP, Data Centers, Network Protocols, Network Infrastructure, Local Area Networks, General Networking, Network Architecture, Computer Networking, Network Planning And Design, Network Switches, System Requirements
初级 · 课程 · 1-4 周