机器学习线性代数》课程可以帮助您学习 Matrix 运算、向量空间、特征值和线性变换。您可以掌握解方程组、降维和理解数据表示的技能。许多课程都会介绍 NumPy 和 MATLAB 等工具,这些工具支持在 AI 和机器学习项目中高效地实施算法和执行计算。

University of Alberta
您将获得的技能: Cultural Diversity, Environmental Issue, Social Studies, Culture, Environment, Advocacy, Environmental Policy, Intercultural Competence, Environment and Resource Management, Anthropology, Economic Development, Petroleum Industry, Natural Resource Management, Economics, Climate Change Adaptation, Energy and Utilities, World History, Public Policies, Research
初级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 多样性与包容性, 领导与管理, 组织结构, 管理, 招聘策略, 领导能力, 人员发展, 文化, 会议促进, 组织领导力, 提高绩效, 文化转型, 组织效力, 案例研究
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Retrieval-Augmented Generation, LangChain, AI Orchestration, SQL, LLM Application, Query Languages, Generative AI Agents, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing, Large Language Modeling
初级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: Process Mapping, Strategic Thinking, Process Analysis, Process Management, Business Workflow Analysis, Operational Efficiency, Business Process, Workflow Management, Process Flow Diagrams, Process Optimization, Business Process Improvement, Business Process Modeling, Process Improvement, Lean Methodologies, Waste Minimization, Continuous Improvement Process
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 改善客户体验, 营销策划, 内容性能分析, 网络应用, 推动参与, 关键绩效指标 (KPI), A/B 测试, 销售, 数字营销, 营销分析, 数字媒体战略, 网络分析, 测试工具, 转化漏斗分析, 营销效果, 绩效衡量, 营销策略, 数据驱动的营销, 性能指标, 市场营销
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Object Oriented Programming (OOP), Object Oriented Design, Event-Driven Programming, Python Programming, User Interface (UI), Computer Programming, Application Development, User Interface (UI) Design, Graphical Tools, Code Reusability
初级 · 课程 · 1-4 周

您将获得的技能: Salesforce Development, Salesforce, Data Ethics, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI literacy, AI Security, Data Quality, AI Integrations, Predictive Modeling, Customer Relationship Management (CRM) Software, Data Management, Product Automation
中级 · 课程 · 1-3 个月

Università di Napoli Federico II
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Applied Machine Learning, Scikit Learn (Machine Learning Library)
中级 · 课程 · 1-3 个月
Coursera
您将获得的技能: Bash (Scripting Language), Shell Script, Scripting, Command-Line Interface, Unix Shell, Scripting Languages, IT Automation, Unix, Linux, File I/O, File Management
中级 · 指导项目 · 不超过 2 小时

Dartmouth College
您将获得的技能: Predictive Modeling, Analytics, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Business Analytics, Model Training, Ethical Standards And Conduct, Data Ethics, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Statistical Machine Learning, Statistical Modeling, Data Strategy, Regression Analysis, Supervised Learning, Model Optimization
中级 · 课程 · 1-3 个月

您将获得的技能: CrewAI, AI Orchestration, AI Workflows, Agentic Workflows, Workflow Management, Generative AI Agents, AI Integrations, Business Process Automation, Tool Calling, Automation, LLM Application, Agentic systems, Decision Making, Process Improvement, Customer Service
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Sprint Planning, Work Breakdown Structure, Jira (Software), Dashboard, Sprint Retrospectives, User Story, Verification And Validation, Quality Assurance, Issue Tracking, Software Testing, Data Visualization, Test Planning, Workflow Management, Project Management, Data-Driven Decision-Making, Continuous Improvement Process, Kanban Principles, Agile Methodology, Capacity Planning, Root Cause Analysis
中级 · 专项课程 · 3-6 个月