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。

Scrimba
您将获得的技能: OpenAI, Code Review, Integrated Development Environments, Tool Calling, Prompt Engineering, AI Workflows, Command-Line Interface, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Computing, Natural Language Processing
中级 · 课程 · 1-4 周
Macquarie University
您将获得的技能: 商业分析, 数据操作, Excel 宏, 仪表板, 高级分析, 电子表格软件, 数据展示, Data Validation, 数据预处理, 透视表和图表, 数据叙事, 财务预测, 微软Excel, Data Analysis 表达式(DAX), 微软办公软件, 数据分析软件, 数据扫盲, Excel 公式, 分析技能, 数据建模
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Software Development Life Cycle, Cloud-Native Computing, Software Architecture, Hibernate (Java), Database Design, Responsive Web Design, Docker (Software), Containerization, Git (Version Control System), GitHub, Object Oriented Programming (OOP), CI/CD, Restful API, Java Programming, Model Deployment, Engineering Software, Version Control, Database Management, Software Design
初级 · 专业证书 · 3-6 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 新兴技术, 机器学习, 物联网, 广域网, 网络架构, 云基础设施, 通信系统, Network 交换机, 基础设施安全, 网络管理, 局域网, Network Protocol(网络协议, 电信, 分布式计算, 无线网络, 网络硬件, Network 路由器, 通用网络, 网络基础设施
中级 · 专项课程 · 3-6 个月

您将获得的技能: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation
初级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 散点图, 交互式数据可视化, 文本挖掘, 仪表板, 非结构化数据, 制图, 自然语言处理, 大数据, 数据可视化软件, 数据叙事, 数据映射, 绘图(图形), 异常检测, 预测分析, 统计分析, 数据挖掘, 数据可视化, 无监督学习, 数据展示, Tableau 软件
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Transfer Learning, Vision Transformer (ViT), Deep Learning, Unsupervised Learning, Embeddings, Convolutional Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Model Deployment, Flask (Web Framework)
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, LangChain, AI Workflows, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Transfer Learning, LLM Application, Embeddings, Amazon Web Services, Context Management, Model Deployment, Amazon S3, Model Evaluation
中级 · 专业证书 · 1-3 个月

您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
初级 · 课程 · 1-3 个月

您将获得的技能: Tenacity, Persistence, Personal Attributes, Personal Development, Self-Awareness, Case Studies, Emotional Intelligence, Growth Mindedness, Resilience, Empathy & Emotional Intelligence, Overcoming Obstacles, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Goal Setting
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, 星形模式, 数据访问, 数据转换, 数据预处理, 实时数据, 数据管道, Apache Spark, Apache Hadoop, 数据建模, 功能工程, 数据仓库
中级 · 课程 · 1-4 周