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

Duke University
您将获得的技能: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming
高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation, Data Structures
攻读学位
初级 · 专项课程 · 3-6 个月
Macquarie University
您将获得的技能: 自动化, 合并, 微软Excel, 电子表格软件, 数据清理, 数据管理, Data Management, 数据整合, 仪表板, 业务报告, Data Analysis 表达式(DAX)
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 项目管理, 规划, 项目规划, 管理团队, 工作分解结构
混合 · 课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Computational Logic, Artificial Intelligence, Simulations, Computational Thinking, Programming Principles, Theoretical Computer Science, Algorithms, Machine Learning
初级 · 课程 · 1-3 个月

University of London
您将获得的技能: 调查, 定性研究, 写作, 研究方法, 道德标准与行为, 社会科学, 研究设计, 研究, 数据收集, 时间表
混合 · 课程 · 1-4 周

L&T EduTech
您将获得的技能: 深度学习, 计算机视觉, 机器学习算法, 卷积神经网络, 数据预处理, 石油和天然气, PyTorch(机器学习库), 电力系统, 医疗保健 5.0, 人工神经网络, 人工智能, 应用机器学习, 变电站, 机器学习, 电气工程, 机械工程, 张力流, 土木工程, 图像分析
中级 · 课程 · 1-3 个月

您将获得的技能: Cloud Deployment, Microsoft Azure, Cloud Applications, Application Deployment, Application Programming Interface (API), Authentications, Payment Systems, Authorization (Computing), Role-Based Access Control (RBAC), UI Components, Identity and Access Management, Database Management, Transaction Processing, User Interface (UI)
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: AI Security, Cybersecurity, Cyber Threat Intelligence, Cyber Attacks, Fraud detection, Email Security, Threat Detection, Jupyter, Authentications, Machine Learning Algorithms, Artificial Intelligence, Anomaly Detection, Natural Language Processing, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Program Management, Stakeholder Management, Resource Allocation, Agile Software Development, Agile Methodology, Project Management Life Cycle, Kanban Principles, Change Management, Project Management Office (PMO), Organizational Change, Responsible AI, Organizational Strategy, Agile Project Management, Risk Management, Governance, Cost Management, Earned Value Management, Team Building, Project Management, Leadership
初级 · 专业证书 · 3-6 个月