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。
École Polytechnique Fédérale de Lausanne
您将获得的技能: Mechanical Engineering, Engineering, Thermal Management, Physics, Chemical Engineering, Engineering Calculations, Engineering Analysis, Materials science, Energy and Utilities, Chemistry, Calculus, Physical Science, Applied Mathematics
混合 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Exploratory Data Analysis, Pandas (Python Package), Extract, Transform, Load, Data Analysis, NumPy, Package and Software Management, Time Series Analysis and Forecasting, Data Visualization Software, Data Science, Python Programming, Jupyter, Graphing, Matplotlib, Data Import/Export, Data Manipulation, Software Installation, Ubuntu, Scripting, Computational Thinking, Mac OS
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Generative AI, Data Ethics, AI Enablement, Data Cleansing, OpenAI, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, Exploratory Data Analysis, Interactive Data Visualization
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, MLOps (Machine Learning Operations), Tensorflow, Data Transformation, Keras (Neural Network Library), Data Pipelines, Applied Machine Learning, Machine Learning, Data Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting, Keras (Neural Network Library), PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing
初级 · 课程 · 1-4 周
LearnQuest
您将获得的技能: 计算机编程, Matplotlib, 数据操作, 数据结构, 数据建模, 文件输入/输出, 单元测试, 统一模型语言, Docker (软件), Python 程序设计, 持续集成, 编程原则, 软件测试, Pandas(Python 软件包), 软件包和软件管理, 集装箱化, 开发环境, Devops, 脚本, 测试自动化
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: 可扩展性, 系统管理, 基础设施即服务(IaaS), 技术服务, 云平台, 解决方案架构, 安全工程, 云服务, 公共云, 应用编程接口 (API), 云计算, 亚马逊网络服务, 云计算架构
初级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Natural Language Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Unsupervised Learning, Algorithms, Supervised Learning
初级 · 课程 · 1-4 周

Palo Alto Networks
您将获得的技能: 网络威胁情报, 自动化, 安全控制, 威胁检测, 端点检测和响应, 持续监测, 网络 Operator, 端点安全, 人工智能和机器学习(AI/ML), 事件响应, 威胁管理, 安全信息与事件管理(SIEM)
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning
攻读学位
高级设置 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: 自我意识, 沟通, 生产率, 好奇心, 领导力培养, 创新, 增长战略, 适应, 人才发展, 变革管理, 创造力, 管理团队, 弹性, 时间管理, 领导与管理, 个人发展, 成长意识
初级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Deep Learning, Artificial Neural Networks, Logistic Regression, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Evaluation, Network Architecture, Machine Learning Algorithms, NumPy, Pandas (Python Package), Performance Tuning
初级 · 课程 · 1-3 个月