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。

Johns Hopkins University
您将获得的技能: 数据建模, 微积分, 数据分析, 工程计算, 数学软件, 运筹学, 图形工具, 代数, 应用数学, 估算, 几何学, 线性代数, 数值分析, 数学理论与分析, 数学建模, 衍生产品, 三角法, 制图
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Identity and Access Management, Kubernetes, Google Cloud Platform, Virtual Machines, Cloud Applications, Microsoft Azure, Load Balancing, Cloud Computing Architecture, Cloud Storage, Public Cloud, Multi-Cloud, Cloud Infrastructure, Platform As A Service (PaaS), Cloud Engineering, Cloud Management, Virtual Private Networks (VPN), Data Lakes, Containerization, Hybrid Cloud Computing, Virtual Networking
中级 · 专项课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
攻读学位
初级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Workplace inclusivity, Recruitment, Talent Recruitment, Professional Development, Virtual Teams, People Development, Cultural Diversity, Human Capital, Professional Networking, Team Building, Lifelong Learning, Innovation, Decision Making, Employee Onboarding, Change Management, Time Management, Learning Strategies, Emerging Technologies, Branding
中级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: Microsoft Azure, Cloud Management, Cloud Computing, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Platforms, Infrastructure as Code (IaC), Virtual Machines, System Monitoring, Cloud Security, Scalability
初级 · 课程 · 1-4 周

VMware
您将获得的技能: Networking 路由器, 应用安全, 业务转型, 虚拟网络化, 灾难恢复, 虚拟化, 防火墙, 混合云计算, 业务连续性规划, 网络架构, Network Security, IT 自动化, NSX-T 网络虚拟化, 软件定义网络
中级 · 课程 · 1-3 个月

Tecnológico de Monterrey
您将获得的技能: Graphing, Systems Of Measurement, Physics, Integral Calculus, Calculus, Mechanics, Arithmetic, Scientific Methods, Applied Mathematics, Algebra, Mathematical Modeling, Derivatives
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytical Skills, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Analytics, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 机器学习, 概率与统计, 欺诈检测, 分类算法, 异常检测, 回归分析, 协作软件, 分析, 模型评估, 散点图, 预测分析, 统计分析, 无监督学习, 数据挖掘, 市场分析, 相关性分析
中级 · 课程 · 1-4 周

University of Cape Town
您将获得的技能: 战略伙伴关系, 创新, 业务建模, 绩效衡量, 创业融资, 金融, 风险管理, 案例研究, 尽职调查, 资源管理, 社会影响, 设计思维, 可持续发展, 利益相关者的参与, 金融包容性
初级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Mathematical Software, Computational Logic, Data Structures
初级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时