AI 伦理学课程可以帮助您了解人工智能系统在不同情况下如何影响公平性、透明度和问责制。您可以培养识别 Bias、评估模型影响以及将伦理框架应用到实际案例中的技能。许多课程介绍了用于审计数据集、审查系统行为和评估负责任的 AI 实践的工具,这些工具可以指导深思熟虑的决策。

University of Maryland, College Park
您将获得的技能: Product Lifecycle Management, Enterprise Architecture, AI Product Strategy, Product Management, Responsible AI, Innovation, New Product Development, Product Strategy, User Research, Scalability, Design Thinking, Lean Methodologies, Project Portfolio Management, Governance, Product Development, Product Roadmaps, User Centered Design, Business Modeling, Resource Management, Brand Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistics, Predictive Modeling, Generative AI, Forecasting, Descriptive Statistics, Power BI
初级 · 课程 · 1-3 个月

您将获得的技能: Adobe Illustrator, Graphic and Visual Design, Layout Design, Visual Design, Graphic Design, Workflow Management, Creative Design, Collaboration, Scalability, Computer Graphic Techniques, Creative Thinking, Creative Problem-Solving
初级 · 课程 · 1-4 周
您将获得的技能: Competitive Analysis, Business Development, Generative AI Agents, AI Product Strategy, Data-Driven Decision-Making, Market Opportunities, Market Analysis, Market Research, Trend Analysis, Business Intelligence, Business Strategy, Sustainable Business, Forecasting, Strategic Planning
初级 · 课程 · 1-4 周

您将获得的技能: Rust (Programming Language), ChatGPT, OpenAI API, Generative AI, Development Environment, Unit Testing, Maintainability, Software Documentation, Programming Principles, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Sales Strategy, Customer Analysis, AI Personalization, Sales, Sales Pipelines, Sales Management, Generative AI, Customer Insights, Forecasting, Data-Driven Decision-Making, Analytics, Predictive Modeling
初级 · 课程 · 1-4 周

您将获得的技能: Storyboarding, Video Production, Storytelling, Scripting, Content Creation, Writing and Editing, AI Personalization
初级 · 课程 · 1-4 周
Starweaver
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, AI Workflows, ChatGPT, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, Large Language Modeling, Systems Architecture, Model Evaluation, Context Management, Program Evaluation, Process Optimization, Performance Tuning, Application Programming Interface (API), Debugging
中级 · 课程 · 1-4 周

您将获得的技能: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Analysis, Jupyter, Programming Principles, Data Cleansing, Exploratory Data Analysis, Scripting
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 迁移学习, 生成式人工智能, 大型语言模型, LLM 申请, 性能调整
中级 · 项目 · 不超过 2 小时

您将获得的技能: Large Language Modeling, Deep Learning, Data Preprocessing, Keras (Neural Network Library), Tensorflow, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Natural Language Processing
高级设置 · 课程 · 1-4 周