应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Dartmouth College
您将获得的技能: Structural Analysis, Structural Engineering, Building Design, Civil Engineering, Vibrations, Architectural Engineering, Mechanical Engineering, Construction, SketchUp (3D Modeling Software), Mechanics, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Prototyping, Engineering Design Process, Experimentation, Materials science, 3D Modeling, Applied Mathematics
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 自然语言处理, 深度学习, Machine Learning 方法, 递归神经网络 (RNN), 人工神经网络, 性能调整
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Generative AI, LLM Application, Prompt Engineering, Training Programs, Large Language Modeling, Applied Machine Learning, Open Source Technology, Benchmarking, Artificial Neural Networks
高级设置 · 课程 · 1-3 个月
您将获得的技能: electromagnetics, Wireless Networks, Electronic Components, Performance Tuning, Process Optimization, Design, Analysis, Mathematical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Data Quality, SQL, YAML, Data Pipelines, Data Validation, Data Mart, CI/CD, Data Modeling, Data Transformation, Version Control, Git (Version Control System), Technical Documentation, Maintainability, Scalability
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics
中级 · 课程 · 1-3 个月

University of Geneva
您将获得的技能: 风险管理, 股票, 经济学, 市场动态, 投资组合管理, 财务分析, 投资组合风险, 投资, 资产管理, 资本市场, 金融市场, 银行业
初级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Feature Engineering, Applied Machine Learning, Analytics, Data Science, Unsupervised Learning
初级 · 课程 · 1-4 周

Databricks
您将获得的技能: 概率分布, 模型评估, 逻辑回归, 数据科学, 统计建模, 回归分析, 模拟, 贝叶斯统计, 统计方法, 统计, 统计编程, 预测建模, 统计分析, 抽样(统计), 概率, 应用机器学习, 马尔可夫模型, Jupyter, Python 程序设计, 数据库
初级 · 专项课程 · 1-3 个月
Coursera
您将获得的技能: AI Security, USB, Threat Modeling, Model Deployment, Electronic Hardware, CI/CD, Security Engineering, Routing Protocols, Electronics Engineering, Schematic Diagrams, Verification And Validation, Design Software, Technical Design, Differential Equations, Business Strategies
中级 · 课程 · 1-4 周

您将获得的技能: Simulation and Simulation Software, Programmable Logic Controllers, Industrial Engineering, Control Systems, Electronic Hardware, Data Structures, Data Management
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 环境问题, 物理学, 工程分析, 能源与公用事业, 物理科学, 工程学, 测量系统, 机械工程, 过程分析, 热管理
初级 · 课程 · 1-3 个月