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 California, Santa Cruz
您将获得的技能: 模拟, 计算逻辑, 嵌入式系统, 系统设计, 数学建模, Model Based Systems Engineering(基于模型的系统工程, 系统分析, 数字通信, 网络工程, 控制系统
中级 · 课程 · 1-4 周
EDUCBA
您将获得的技能: Splunk, Security Information and Event Management (SIEM), Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Dashboard, Incident Response, Computer Security Incident Management, Threat Detection, User Accounts, Data Transformation, Authorization (Computing), Cybersecurity, Machine Learning, Systems Administration, Performance Tuning, Event Monitoring, Data Manipulation, Data Analysis, Statistical Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Apache Spark, PySpark, Retrieval-Augmented Generation, OpenAI API, Generative AI, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Transfer Learning, Deep Learning, ChatGPT, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Biological Engineering, Markov Model, Molecular Biology, Biotechnology, Bioinformatics, Simulation and Simulation Software, Mathematical Modeling, Engineering Analysis, Mathematical Software, Electrical Engineering, Engineering Design Process, Simulations, Biochemistry, Computational Thinking, Failure Analysis, Differential Equations, Cell Biology, Hazard Analysis, Technical Design, Chemical Engineering
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中级 · 专项课程 · 3-6 个月

您将获得的技能: 机器学习, 生成式人工智能, 强化学习, 大型语言模型, 自然语言处理, 模型评估
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 人机交互, 协作, 生成式人工智能, Prompt Engineering, ChatGPT, 创新, AI 赋能, 人工智能, LLM 申请, 大型语言模型, 创造力
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计建模, 探索性数据分析, 数据建模, 数据管道, 数据清理, 数据操作, 数据整合, 数据分析, 数据仓库, 模型评估, 应用机器学习, 数据挖掘, 数据预处理, 数据质量
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中级 · 课程 · 1-4 周

您将获得的技能: Cryptography, Model Evaluation, Exploratory Data Analysis, Event-Driven Programming, Encryption, Server Side, Web Development, Regression Analysis, Apache, Web Services, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Public Key Cryptography Standards (PKCS), Web Scraping, Natural Language Processing, Web Applications, Key Management, Python Programming, Predictive Modeling
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Supervised Learning, Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms, Linear Algebra, Regression Analysis
初级 · 课程 · 1-4 周
INSEAD
您将获得的技能: 支付系统, 分布式计算, 新兴技术, 事务处理, 业务建模, 身份和访问管理, 业务转型, 区块链, 数字资产, 金融科技
初级 · 课程 · 1-4 周