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。

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Responsible AI, Data Ethics, Model Evaluation, Governance, Multimodal Prompts, AI Enablement, Generative AI, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 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: Web Design and Development, Web Applications, HTML and CSS, Web Development, Vector Databases, AI Personalization, Javascript, User Interface (UI), Interactive Design, Natural Language Processing, Human Machine Interfaces, Database Management
中级 · 指导项目 · 不超过 2 小时

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

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

Pontificia Universidad Católica de Chile
您将获得的技能: AI Personalization, Model Evaluation, Predictive Modeling, Machine Learning, Machine Learning Software, Dimensionality Reduction, Machine Learning Algorithms, Text Mining
中级 · 课程 · 1-3 个月

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, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Business Analytics, Deep Learning, Machine Learning, Model Evaluation, Mortgage Loans, Consumer Lending, Data Processing
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, Exploratory Data Analysis, Analytics, Statistical Analysis, Social Sciences, Behavioral Economics, Research, Data Collection, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Media and Communications, Substance Abuse, Psychology
中级 · 课程 · 1-3 个月