University of Washington
您将获得的技能: 概率分布, 计算机科学, 数学建模, 监督学习, 强化学习, Matlab, 网络模型, 生物学, 生理学, 计算思维, 线性代数, Machine Learning 方法, 神经学, 递归神经网络 (RNN), 机器学习算法, 人工神经网络
初级 · 课程 · 1-3 个月
DeepLearning.AI
您将获得的技能: 模型评估, 卷积神经网络, 计算机视觉, 网络架构, 分类算法, 深度学习, 迁移学习, 分布式计算, 生成对抗网络 (GAN), 生成式人工智能, Keras(神经网络库), 自动编码器, 性能调整, 生成模型架构, 可视化(计算机制图), 图像分析, 人工神经网络, 张力流
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Artificial Intelligence and Machine Learning (AI/ML), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 模型评估, 卷积神经网络, 数据科学, 计算机视觉, 逻辑回归, 分类与回归树 (CART), 机器学习, 监督学习, 自然语言处理, 人工智能和机器学习(AI/ML), 随机森林算法, 回归分析, 深度学习, 预测分析, 决策树学习, 无监督学习, Algorithm
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Anthropic Claude, Generative AI, Artificial Intelligence, Application Development, Application Programming Interface (API), Authentications, Context Management, User Interface and User Experience (UI/UX) Design, Content Creation, Customer Service
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Agentic Workflows, Prompt Engineering, Agentic systems, AI Personalization, AI Enablement, Artificial Intelligence, Human Computer Interaction, Human Centered Design, Responsible AI, User Flows, User Experience Design, Context Management
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, Prompt Engineering, Anthropic Claude, AI Orchestration, Application Programming Interface (API), Prompt Patterns, Restful API, Prompt Engineering Tools, LLM Application, JSON, Generative AI Agents, Tool Calling, Generative AI, Artificial Intelligence, Agentic systems, Automation, Scalability, Servers
中级 · 专项课程 · 1-3 个月

Eindhoven University of Technology
您将获得的技能: 定量研究, R 语言程序设计(中文版), 研究, 科学方法, 贝叶斯统计, 概率与统计, 统计推理, 统计分析, 样本量的确定, 数据共享, 统计假设检验
中级 · 课程 · 1-3 个月
您将获得的技能: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Data Visualization Software, Spatial Analysis, Dashboard, Analysis, Analytics, Data Visualization, Time Series Analysis and Forecasting, Business Analytics, Interactive Data Visualization, Data-Driven Decision-Making, Predictive Analytics, Business Reporting
初级 · 专业证书 · 3-6 个月

Duke University
您将获得的技能: 市场机遇, 机器学习, 数据科学, 模型评估, 数据清理, 模型部署, MLOps(机器学习 Operator), 技术解决方案, 数据预处理, 项目管理, 人工智能和机器学习(AI/ML), 系统设计, 项目管理生命周期, 数据管理, Data Management, 技术管理, 数据质量, 数据管道, 软件开发方法, 应用机器学习, 数据收集
初级 · 课程 · 1-3 个月