推荐系统课程可以帮助您学习协作过滤、基于内容的过滤以及个性化的混合方法。您可以掌握数据分析、用户行为建模和 Algorithm 评估方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等支持实现机器学习算法的 Python 库等工具,以及管理大型数据集和用户交互的框架。

Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Recurrent Neural Networks (RNNs), Apache Hadoop, Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: AI Security, Security Strategy, Cyber Security Strategy, Responsible AI, Threat Modeling, Security Management, Threat Management, Enterprise Security, Information Systems Security, Security Requirements Analysis, Information Assurance, Security Controls, Personally Identifiable Information, Data Security, Infrastructure Security, Artificial Intelligence, Generative AI, Machine Learning
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: AI Personalization, Amazon Web Services, Amazon S3, Model Deployment, Predictive Modeling, Applied Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Vector Databases, User Interface (UI) Design, OpenAI API, AI Personalization, Embeddings, UI/UX Research, Application Development, Artificial Intelligence, Data Processing, Database Management, Restful API, Web Development
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Vector Databases, AI Personalization, Web Development, Web Applications, HTML and CSS, Prompt Engineering, Natural Language Processing, Javascript, Database Management, LLM Application, Real Time Data
中级 · 指导项目 · 不超过 2 小时

University of Washington
您将获得的技能: 概率分布, 机器学习算法, 可扩展性, 统计建模, 统计机器学习, 文本挖掘, 贝叶斯统计, 机器学习, 无监督学习, 非结构化数据, Algorithm, 应用机器学习, 统计推理, 数据挖掘, 分布式计算, 数据结构
混合 · 课程 · 1-3 个月

您将获得的技能: AI Personalization, Customer Insights, Marketing Analytics, Generative AI, Target Audience, Marketing, Marketing Strategies, Marketing Effectiveness, Social Media Campaigns, Prompt Engineering, Customer Engagement, Content Creation, Data-Driven Decision-Making, Analysis, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Artificial Neural Networks, Tensorflow, Analytics, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Classification And Regression Tree (CART), Business Analytics, Deep Learning, Machine Learning, Risking, Model Evaluation, Mortgage Loans, Consumer Lending
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Competitive Analysis, Market Research, User Story, User Interface (UI), Competitive Intelligence, Usability, Persona Development, Microsoft Copilot, Product Development, Market Analysis, Product Management, Product Lifecycle Management, Design Thinking, Product Roadmaps, User Interface (UI) Design, Market Opportunities, Regulation and Legal Compliance, Data Ethics, Responsible AI, Data Governance
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Behavioral Economics, Research, Data Collection, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Media and Communications, Scripting, Psychology
中级 · 课程 · 1-3 个月

Indian Institute of Technology Guwahati
您将获得的技能: User Experience, Information Architecture, User Experience Design, Interaction Design, User Flows, Persona (User Experience), Usability, User Centered Design, User Interface (UI) Design, Wireframing, User Research, Conceptual Design, Persona Development, Mockups, Ideation
初级 · 课程 · 1-3 个月