应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。
University of Michigan
您将获得的技能: Python 程序设计, 数据分析, 数据操作, 数据处理, 开发环境, 数据结构, 软件安装
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 集装箱化, 命令行界面, 云计算, 应用程序部署, 拥抱的脸, 测试案例, 生成式人工智能, 大型语言模型, 无服务器计算, 数据管道, 计算机编程, Docker (软件), LLM 申请, 詹金斯, 自然语言处理, 拉斯特(编程语言), CI/CD, 还原式 API, 亚马逊网络服务, Devops
初级 · 专项课程 · 3-6 个月
您将获得的技能: Mobile Security, AI Security, Threat Detection, Security Controls, Exploit development, Threat Modeling, Hardening, Endpoint Security, Artificial Intelligence, Mobile Development Tools, Deep Learning, Prompt Engineering, Incident Response, Information Privacy
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Generative Model Architectures, Applied Machine Learning, Artificial Neural Networks, Embeddings
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Generative AI, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Feature Engineering, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Advanced Analytics, Artificial Intelligence, Deep Learning, Data Processing, Machine Learning
中级 · 课程 · 1-4 周

Yale University
您将获得的技能: 心理健康疾病与障碍, 解决问题, 积极行为支持, 儿童发展, 行为管理, 家长沟通, 应用行为分析
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, AI Personalization, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Python 程序设计, 数据流, 数据伦理, 数据分析, 统计可视化, 大数据, 模型评估, 数据库, 数据可视化软件, 数据库系统, 数据叙事, 统计机器学习, 预测分析, SQL, 关系数据库, R 语言程序设计(中文版), 功能工程, 无监督学习, 预测建模, 监督学习
中级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Probability & Statistics, Probability Distribution, Statistical Methods, Statistics, Markov Model, Bayesian Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Tensorflow, Natural Language Processing, Python Programming, Machine Learning Methods, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Machine Learning, Deep Learning
中级 · 指导项目 · 不超过 2 小时