概率论课程可以帮助您学习统计推理、随机变量和概率分布。您可以掌握假设检验、Regression 分析和不确定情况下的决策技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持分析数据和对现实世界的现象进行建模。您将探索贝叶斯定理、期望值和大数定律等关键主题,所有这些对于金融、工程和人工智能等领域的应用都至关重要。

您将获得的技能: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: 负责任的人工智能, 数据科学, 数据管理, 无监督学习, 数据预处理, 机器学习, 产品管理, 分类与回归树 (CART), 模型部署, MLOps(机器学习 Operator), 项目管理, 用户体验设计, 人机交互, 产品设计, 数据伦理, 数据质量, 项目管理生命周期, 深度学习, 以人为本的设计, 模型评估
初级 · 专项课程 · 3-6 个月

Tecnológico de Monterrey
您将获得的技能: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Digital pedagogy, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Computational Thinking, Applied Mathematics, Derivatives
混合 · 课程 · 3-6 个月

您将获得的技能: Technology Strategies, IT Management, Operational Efficiency, Contract Management, Information Technology, Business Transformation, Digital Transformation, Enterprise Architecture, Risk Management, Governance, Operational Analysis, Service Management, Technology Solutions, Business Strategy, Compliance Management, Service Design, Strategic Planning
中级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Augmented and Virtual Reality (AR/VR), Game Design, User Interface (UI)
初级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: 用户账户, 网络安全, 虚拟化, Linux, Windows 服务器, 系统管理, Authentication, Linux 管理, 应急计划, 业务连续性规划, 乌班图, 集团政策, Operating System 管理, 灾难恢复, 授权(计算), Linux 服务器, 安全管理, 计算机安全, OSI 模型, Microsoft Windows
初级 · 专项课程 · 3-6 个月

您将获得的技能: Plotly, Model Evaluation, NumPy, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Probability & Statistics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Performance Tuning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Enterprise Resource Planning, Microsoft Power Platform, Microsoft Azure, Development Environment, Application Deployment, Microsoft 365, Docker (Software), Virtual Environment, Software As A Service, Integrated Development Environments, Cloud Deployment, Serverless Computing, Git (Version Control System), Business Development
初级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Algorithm, 负责任的人工智能, 博弈论, 大型语言模型, 数据预处理, 道德标准与行为, 机器学习, AI 赋能, 分析技能, 预测分析, 机器学习算法, 预测建模, 个人身份信息, 数据收集, 人工智能, AI 安全, OpenAI, 数据伦理, 模型评估, 信息隐私
初级 · 专项课程 · 3-6 个月

您将获得的技能: Agile Methodology, User Story, Agile Software Development, Business Analysis, Sprint Retrospectives, Agile Project Management, Agile Product Development, Team Building, Process Design, Scrum (Software Development), Risk Management, Business Requirements, User Acceptance Testing (UAT), Business Valuation, Requirements Analysis, Project Management, Prioritization
中级 · 课程 · 1-3 个月

SkillUp
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Decision Support Systems, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周