
IBM
您将获得的技能: Python 程序设计, 仪表板, IBM Cognos 分析, 探索性数据分析, 交互式数据可视化, 数据分析, 专业网络, 数据转换, 生成式人工智能, Plotly, 大数据, 数据可视化软件, 模型评估, 数据叙事, SQL, 微软Excel, 数据导入/导出, Excel 公式, 数据可视化, 数据展示
攻读学位
初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: Python 程序设计, 数据收集, 数据科学, 同行评审, 云计算, 大数据, 数据可视化软件, Query 语言, GitHub, Jupyter, SQL, 关系数据库, 数据挖掘, 商业分析, 计算机编程工具, 数据扫盲, 模型部署, 数据建模, 存储过程, 数据库
攻读学位
初级 · 专项课程 · 3-6 个月

Yale University
您将获得的技能: 人类发展, 批判性思维, 科学方法, 心理学, 行为健康, 解决问题, 精神病学, 心理健康, 儿童发展, 社会科学, 社会学, 人类学习, 神经学
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 数据操作, 分类算法, 数据预处理, 文本挖掘, Pandas(Python 软件包), 自然语言处理, 功能工程, 无监督学习, Scikit-learn (机器学习库), 监督学习
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: Vector Databases, AI Personalization, Embeddings, Hugging Face, MongoDB, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Apache Cassandra, Text Mining, Artificial Intelligence, Machine Learning, Data Science
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Business Transformation, Innovation, Digital Transformation, Serverless Computing, Cloud Services, Data Ethics, Cloud Infrastructure, Google Cloud Platform, Application Programming Interface (API), Technology Strategies, Applied Machine Learning, Hybrid Cloud Computing, Data Strategy, Image Analysis, Infrastructure As A Service (IaaS), Responsible AI, Cloud Computing, Cloud Solutions, Public Cloud, Containerization
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Computer Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Ethics, Recurrent Neural Networks (RNNs), Responsible AI, Convolutional Neural Networks, Data Science, Classification Algorithms
初级 · 课程 · 1-3 个月

您将获得的技能: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Responsible AI, Google Gemini, LLM Application, AI Enablement, AI Product Strategy, Stakeholder Analysis
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月