Machine Learning 数学课程通常教授线性代数、微积分、概率和统计学,为理解算法打下坚实的基础。您可以掌握优化技术、数据分析和模型评估方面的技能,这些技能对于有效的机器学习应用至关重要。许多课程都会介绍 NumPy 和 TensorFlow 等 Python 库等工具,帮助您在 AI 项目中实现数学概念,提高您使用数据驱动模型的能力。

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Database Design, Programming Principles, Computer Programming, Query Languages, Performance Tuning, Computer Science, Data Storage
中级 · 专项课程 · 3-6 个月

LearnKartS
您将获得的技能: Courage, Professionalism, Personal Integrity, Compliance Management, Risk Analysis, Professional Development, Leadership, Culture
初级 · 课程 · 1-4 周

New York Institute of Finance
您将获得的技能: 数据共享, 区块链, 商业技术, 新兴技术, 分布式计算, 人工智能赋能, 金融科技, 供应链, 事务处理
中级 · 课程 · 1-4 周

Infosec
您将获得的技能: 网络风险, 事件管理, 安全控制, 安全需求分析, 灾难恢复, 领导能力, 网络安全战略, 资产管理, 业务连续性规划, 风险分析, 网络安全政策, 信息保障, 网络安全评估, IT 管理, 管理, 业务连续性, 安全管理, 信息系统安全, 网络治理, 网络安全
初级 · 专项课程 · 3-6 个月
Emory University
您将获得的技能: Marketing Channel, Strategic Marketing, Business Marketing, Direct Selling, Customer experience strategy (CX), Go To Market Strategy, Target Market, Customer Analysis, Market Research, Marketing Strategies, Value Propositions, Market Opportunities, Case Studies, Customer Demand Planning, E-Commerce, Compensation Management, Strategic Partnership, Consumer Behaviour, B2B Sales, Business Relationship Management
中级 · 专项课程 · 3-6 个月

Whizlabs
您将获得的技能: Virtual Networking, Microsoft Azure, Network Troubleshooting, Virtual Private Networks (VPN), Network Architecture, Load Balancing, Network Administration, Virtual Machines, Network Security, Network Infrastructure, Network Monitoring, Scalability, Hybrid Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks
中级 · 课程 · 1-4 周

您将获得的技能: Information Architecture, UI/UX Research, Design Research, User Interface and User Experience (UI/UX) Design, Persona Development, Usability, Qualitative Research, Usability Testing, Surveys, Prototyping, Tree Maps, Interviewing Skills
中级 · 课程 · 1-4 周

您将获得的技能: SQL, Database Design, Database Management, Relational Databases, Data Manipulation, Databases, Data Import/Export, PostgreSQL, Database Management Systems, Data Integrity
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Canva (Software), Graphic Design, Graphic and Visual Design, Design, Design Elements And Principles, Visual Design, Graphic and Visual Design Software, Digital Design, Creative Design, Design and Product, Event Management, Computer Programming
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 自然语言处理, 应用程序开发, 人工智能, 大型语言建模, LangChain, 法学硕士申请
初级 · 课程 · 1-4 周

Tata Institute of Social Sciences
您将获得的技能: Public Policies, Policy Development, Policty Analysis, Research, and Development, Governance, Policy Analysis, Social and Human Services, Economics, Policy, and Social Studies, Program Implementation, Social Justice, Public Administration, Community Development, Diversity and Inclusion, Advocacy, Program Evaluation, Empowerment, Stakeholder Engagement
初级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 仪表板, 数据可视化软件, 商业智能, 数据建模, 数据转换, Power BI, 数据可视化, 关键绩效指标 (KPI), Microsoft Excel, 数据分析表达式 (DAX), 业务报告, 数据清理, 数据分析
初级 · 课程 · 1-4 周