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。

University of Minnesota
您将获得的技能: Algorithm, 预测建模, 机器学习算法, 协作软件, 数据操作, 应用机器学习, AI 个性化服务, 数据挖掘
混合 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 数据整理, 模型评估, 交互式数据可视化, 机器学习, 数据展示, 数据叙事, 故事板, 批判性思维, 数据操作, Power BI, Python 程序设计, SQL, 功能工程, Data Analysis 表达式(DAX), 决策, 数据库设计, 解决问题, 以人为本的设计, 数据可视化, 模型部署
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis
中级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Generative AI, LangChain, OpenAI API, Ideation, Verification And Validation, Data Presentation, AI Workflows, LLM Application, Productivity, OpenAI, AI Personalization, Document Management, Responsible AI, AI Enablement, Software Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, SPSS, Applied Machine Learning, Machine Learning, Data Preprocessing, Machine Learning Algorithms, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Methods, Data Visualization
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Precision Medicine, Sports Medicine, Athletic Training, Rehabilitation, Responsible AI, Data Ethics, Injury Prevention, Augmented and Virtual Reality (AR/VR), AI Personalization, Health Systems, Exercise Science, Health Technology, Artificial Intelligence, Emerging Technologies, Healthcare Ethics, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management, Real Time Data
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 时间序列分析和预测, 预测建模, 趋势分析, 预测, 机器学习, Pandas(Python 软件包), 回归分析, Python 程序设计, Matplotlib, 数据分析, 统计建模, 相关性分析, 供应链管理, 数据可视化, 客户需求规划
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 数据库管理员, IBM Cognos 分析, Apache Spark, 数据导入/导出, Linux 命令, 专业网络, 数据存储, 数据科学, Python 程序设计, MySQL, 数据仓库, 生成式人工智能, 数据分析, 网页抓取, SQL, NoSQL, 数据库设计, 摘录, Apache Hadoop, 阿帕奇气流
攻读学位
初级 · 专业证书 · 3-6 个月

Whizlabs
您将获得的技能: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Machine Learning
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics
中级 · 专项课程 · 3-6 个月