IBM 课程可以帮助您学习数据分析、云计算、人工智能和机器学习。您可以培养使用 Python 编程、利用 SQL 进行数据库管理以及为实际应用实施 AI 模型的技能。许多课程都会介绍用于 AI 开发的 IBM Watson、用于可扩展解决方案的 IBM Cloud 等工具,以及各种数据可视化软件,为利用技术解决复杂问题提供实践经验。

您将获得的技能: AI Orchestration, AI Workflows, LangChain, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Context Management, Software Design Patterns, Software Development, Python Programming
中级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 云基础设施, 服务台支持, 云安全, 网络安全, 信息技术, 人工智能, 数据存储, 生成式人工智能, 云部署, 云计算架构, 桌面支持, 云平台, 客户服务, 云计算, IT 服务管理, 硬件故障排除, 专业网络, 云服务, 技术支持, 外围设备
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 新产品开发, 产品路线图, 生成式人工智能, 负责任的人工智能, Scrum(软件开发), Agile 方法论, Kanban 原则, 注册, 产品生命周期管理, AI 产品战略, 管理团队, 产品管理, 可用性测试, 测试计划, 敏捷软件开发, 产品规划, 产品战略, 创新, 产品开发, ChatGPT
初级 · 专业证书 · 3-6 个月

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Machine Learning Methods, Generative AI, Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing
中级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 利益相关者的参与, 同行评审, 信息技术, 项目管理, 面试技巧, Agile 方法论, Scrum(软件开发), 项目管理生命周期, 项目风险管理, 团队激励, 管理团队, 沟通, 软件开发生命周期, 风险管理, 软件架构, 敏捷软件开发, 利益相关者管理, 资源管理, 敏捷项目管理, 挣值管理
初级 · 专业证书 · 3-6 个月

您将获得的技能: Data Storytelling, Dashboard, Data Warehousing, Database Design, SQL, Data Presentation, Data Visualization, Interactive Data Visualization, Data Security, Data Migration, Data Governance, Descriptive Statistics, Data Store, Data Management, Relational Databases, Databases, Exploratory Data Analysis, Data Architecture, Excel Formulas, Business Intelligence
初级 · 专业证书 · 3-6 个月

您将获得的技能: Prompt Engineering, React Native, Large Language Modeling, Software Development Life Cycle, Flutter (Software), Swift Programming, Mobile Development, Software Architecture, Apple Xcode, Android Studio, Responsible AI, User Centered Design, Android Development, React Redux, Apple iOS, Responsive Web Design, Git (Version Control System), GitHub, Android (Operating System), AI Personalization
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 机器学习, 异常检测, 数据访问, 统计推理, 分类算法, 统计假设检验, 统计方法, Model Evaluation, 数据预处理, 探索性数据分析, 预测建模, 应用机器学习, 功能工程, 逻辑回归, 回归分析, 监督学习, 无监督学习, Scikit-learn (机器学习库), 机器学习算法, 降维
中级 · 专项课程 · 3-6 个月

您将获得的技能: 微软Excel, 数据叙事, 仪表板, 数据分析, 数据展示, 交互式数据可视化, 网页抓取, 闪亮(R 套件), 大数据, 分析技能, 数据操作, 数据整理, 统计可视化, Excel 公式, 探索性数据分析, 数据库设计, 关系数据库, 数据可视化, 数据可视化软件, 统计分析
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: Data Storytelling, Dashboard, Database Design, Data Presentation, Data Visualization, Presentations, Descriptive Statistics, Extract, Transform, Load, Business Intelligence, Data Visualization Software, IBM DB2, Tableau Software, Relational Databases, Star Schema, IBM Cognos Analytics, Interactive Data Visualization, Microsoft SQL Servers, Regression Analysis, MySQL, Excel Formulas
初级 · 专业证书 · 3-6 个月

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Information Architecture, UI/UX Research, User Research, Agile Software Development, Scrum (Software Development), User Interface and User Experience (UI/UX) Design, Design Thinking, User Experience, User Centered Design, Usability, Usability Testing, Responsive Web Design, Agile Methodology, Kanban Principles, User Interface (UI), Figma (Design Software), Wireframing, Design Research, Prototyping, Persona (User Experience)
初级 · 专业证书 · 3-6 个月