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。

您将获得的技能: Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Applied Machine Learning, Python Programming, Fraud detection, Unsupervised Learning, Data Preprocessing, Model Evaluation, Performance Tuning
中级 · 课程 · 3-6 个月

您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, AI Enablement, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 3-6 个月

28DIGITAL
您将获得的技能: 模型评估, 数据预处理, 降维, 应用机器学习, 预测建模, 功能工程, 人工智能和机器学习(AI/ML), 性能调整, Algorithm, 机器学习
中级 · 课程 · 1-3 个月

中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Systems Engineering, Verification And Validation, Team Management, Systems Architecture, Requirements Analysis, Requirements Elicitation, Scrum (Software Development), Systems Development Life Cycle, Teamwork, Configuration Management, Team Building, Agile Methodology, Scaled Agile Framework, Systems Development, Team Motivation, Organizational Leadership, Engineering Management, Risk Management, Waterfall Methodology, Leadership and Management
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google 云端平台, 深度学习, 无监督学习, 嵌入, Machine Learning 方法, 数据预处理, 强化学习, 机器学习算法, AI 个性化服务, 功能工程, 人工智能和机器学习(AI/ML), 应用机器学习, Algorithm, 机器学习, 人工神经网络
高级设置 · 课程 · 1-3 个月

您将获得的技能: PySpark, Apache Spark, Data Pipelines, Data Processing, AI Personalization, Dimensionality Reduction, OpenAI API, Data Manipulation, Pandas (Python Package), Data Transformation, Predictive Modeling, Unsupervised Learning, Applied Machine Learning, Scatter Plots, Embeddings, Machine Learning
中级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning
初级 · 课程 · 1-4 周

您将获得的技能: Agentic systems, Human Computer Interaction, Interaction Design, User Experience Design, User Experience, Responsible AI, AI Product Strategy, Design Strategies, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Machine Learning, Technology Strategies, Emerging Technologies
中级 · 课程 · 3-6 个月

您将获得的技能: Experience Design, Design Strategies, Service Design, Customer experience improvement, User Experience Design, Customer Engagement, UI/UX Strategy, User Interface and User Experience (UI/UX) Design, Design Research, Customer Insights, Business Analysis, Process Mapping, Cross-Functional Collaboration, Business Strategy, Stakeholder Engagement, Product Strategy, Prioritization, Ideation
初级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Generative AI, AI Personalization, ChatGPT, OpenAI, Artificial Intelligence, Prompt Engineering, LLM Application, Expense Management, Productivity Software, Verification And Validation, Travel Arrangements, Test Case, Interaction Design
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination
中级 · 课程 · 1-4 周