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。

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 数据管理, 统计, 探索性数据分析, 数据操作, 逻辑回归, 数据叙事, 描述性统计, 数据展示, 相关性分析, 机器学习, 统计分析, 统计假设检验, 决策树学习, 数据可视化, 数据分析, 数据扫盲, 回归分析, 统计软件, 模型评估, 分类与回归树 (CART)
初级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: Algorithm, 数据伦理, 负责任的人工智能, 机器学习, 研究, 大数据, AI 赋能, 应用机器学习, 社会科学, 道德标准与行为, 自然语言处理, 数据挖掘, 研究方法, 人工智能, 分析
初级 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周
您将获得的技能: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Generative AI, AI Workflows, OpenAI, Responsible AI, Data Ethics, Artificial Intelligence, Creative Design, Image Quality, Design, Digital Design, Graphic Design, Machine Learning
初级 · 课程 · 1-3 个月

Universitat Politècnica de València
您将获得的技能: R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Statistical Methods, Data Structures, Programming Principles, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation, Exploratory Data Analysis, Data Visualization Software
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 人力资源, 留住员工, 负责任的人工智能, 人员管理, 机器学习, 区块链, 数据驱动的决策制定, 员工参与, 人力资源分析, 预测分析, 人工智能, 人力资源技术
混合 · 课程 · 1-4 周

您将获得的技能: Cloud Computing Architecture, Google Cloud Platform, Cloud Security, Cloud Computing, Digital Transformation, Application Programming Interface (API), Model Deployment, Public Cloud, Data Pipelines, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Data Management, Virtualization and Virtual Machines, Microservices, Containerization, Machine Learning
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 分类算法, AI 个性化服务, 数据叙事, 数据收集, 数据管理, 机器学习, 营销分析, 信息图表, 会计, Data Governance, 数据可视化软件, Power BI, 数据质量, 商业分析, 数据可视化, 数据分析, 数据扫盲, 分析, 内部控制
攻读学位
初级 · 专项课程 · 3-6 个月