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。
您将获得的技能: Performance Tuning, Django (Web Framework), Authentications, PostgreSQL, Scalability, Application Deployment, Cloud Hosting, User Accounts, Application Security, Python Programming
高级设置 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Product Knowledge, Statistical Modeling, Data Manipulation, Machine Learning
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 负责任的人工智能, 自动化, 多样性、平等和包容倡议, 信息隐私, 多样性意识, 人工智能, 医疗保健伦理, 计算机安全意识培训, 生成式人工智能, 机器人, 个人身份信息, 道德标准与行为, 信息技术, 数据伦理, 安全意识, 媒体与传播, 网络安全, 社会影响, 文化多样性, 新兴技术
攻读学位
初级 · 专项课程 · 3-6 个月

Universidad de los Andes
您将获得的技能: Control Systems, Mathematical Modeling, Matlab, Systems Analysis, Simulations, Systems Design, Differential Equations, Applied Mathematics, Linear Algebra
中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: 计算机编程, 调试, 工程计算, 软件文档, 开发环境, C(编程语言), 编程原则
初级 · 课程 · 1-3 个月

您将获得的技能: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, Virtual Networking, Active Directory, Load Balancing, Cloud Management, Virtual Machines, Kubernetes, Network Monitoring, Authorization (Computing), Identity and Access Management, User Provisioning, Network Troubleshooting, Group Policy, Containerization, Cloud Storage, Cloud Computing, Data Storage Technologies, Cloud Security
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: 授权(计算), 文件管理, 系统管理, Authentication, Operating System 管理, Network Security, 公钥基础设施, Linux 管理, 基础设施安全, 防火墙, Linux 服务器, 信息技术, 系统监控, Virtual Private Networks(VPN), 身份和访问管理, 入侵检测和防御, 远程访问ibility 系统, 安全控制, Linux, 网络安全
初级 · 课程 · 1-4 周

您将获得的技能: Field-Programmable Gate Array (FPGA), Application Specific Integrated Circuits, Computational Logic, Computer Architecture, Hardware Design, Electronic Hardware, Electronics Engineering, Electronics, Theoretical Computer Science, Programmable Logic Controllers, Microarchitecture, Electronic Systems, Semiconductors, Electronic Components, Data Storage, Data Storage Technologies
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 负责任的人工智能, 经济学, 法律技术, 信息隐私, 大型语言模型, 人工智能, ChatGPT, 生成式人工智能, 数据伦理, 自然语言处理, 社会影响
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Tensorflow, Deep Learning, Data Compilation, Data Preprocessing, Artificial Neural Networks, Model Evaluation, Performance Tuning, Machine Learning Algorithms, Machine Learning
初级 · 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