自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。
CertNexus
您将获得的技能: 合规管理, 模型评估, 数据伦理, 数据驱动决策, 项目实施, MLOps(机器学习运营), 解决方案设计, 监管合规, 人工智能和机器学习(AI/ML), 业务解决方案, 人工智能产品战略, 机器学习算法, 商业道德, 机器学习, 人工智能赋能, 应用机器学习, 负责任的人工智能
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Feature Engineering, Data Preprocessing, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Risk Modeling, Inventory Management System, Analytics, Advanced Analytics, Supply Chain Management, Business Analytics, Machine Learning, Business
初级 · 专项课程 · 1-3 个月

University of Washington
您将获得的技能: 算法, 统计建模, 模型评估, 数据预处理, 回归分析, Python 编程, 监督学习, 预测建模, 机器学习, 功能工程
混合 · 课程 · 1-3 个月

您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Predictive Modeling, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Performance Tuning
高级设置 · 课程 · 1-3 个月

Whizlabs
您将获得的技能: Supervised Learning, Unsupervised Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, AWS SageMaker, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Azure DevOps, Model Deployment, Microsoft Azure, Amazon Web Services, Deep Learning, Data Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Supervised Learning, Feature Engineering, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Scikit Learn (Machine Learning Library), Random Forest Algorithm, Regression Analysis, Classification Algorithms, Logistic Regression, Performance Tuning
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 模型评估, 信息隐私, 数据伦理, 数据预处理, Databricks, 模型部署, MLOps(机器学习运营), 持续监测, 数据安全, 云计算, 性能调整, Microsoft Azure, 机器学习, 负责任的人工智能, 数据管道
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 数据转换, 数据预处理, Scikit Learn(机器学习库), 降维, 数据清理, Python 编程, 分类算法, 随机森林算法, 无监督学习, 应用机器学习, 机器学习, 监督学习, 预测建模, 人工神经网络
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
中级 · 课程 · 1-3 个月

您将获得的技能: 统计方法, 模型评估, 数据预处理, 分布式计算, 机器学习方法, 大数据, 数据处理, PySpark, Apache Spark, 描述性统计, 机器学习算法, 数据存储技术, 数据科学, 应用机器学习, 机器学习, 数据存储
中级 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Bayesian Statistics, Probability & Statistics
混合 · 课程 · 1-4 周