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: JSON, 交互式数据可视化, 数据结构, 数据处理, 数据分析, 网页抓取, 关系数据库, Network Protocol(网络协议, 数据库设计, 可扩展标记语言(XML), 还原式 API, 数据可视化软件, 网络服务, 数据清理, 编程原则, SQL, 数据可视化, 计算机编程, 数据库, Python 程序设计
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Classification Algorithms, Transfer Learning, Applied Machine Learning, Image Analysis, Model Evaluation, Artificial Neural Networks, Computer Vision, Data Preprocessing
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 数据处理, 机器学习算法, 分类算法, MLOps(机器学习 Operator), 网页抓取, 数据可视化软件, 数据操作, 模型部署, 机器学习, Flask(网络框架), 预测分析, 预测建模, 模型评估, 功能工程, 应用机器学习, 设计思维, Python 程序设计, 数据可视化, Data Validation, 监督学习
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: Linux 命令, 云计算架构, CI/CD, 应用程序部署, 云部署, Grafana, 还原式 API, 持续集成, 测试驱动开发(TDD), Git(版本控制系统), Istio, 开放式网络应用程序安全项目(OWASP), 数据导入/导出, 软件工程, 软件开发生命周期, 敏捷软件开发, 软件架构, 应用程序开发, Kubernetes, Devops
攻读学位
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: Technical Management, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Supervised Learning, Model Evaluation, Performance Tuning, Test Data
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON
中级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: AWS Kinesis, Amazon Redshift, Data Preprocessing, Data Analysis, Real Time Data, Applied Machine Learning, Data Pipelines, Data Processing, Extract, Transform, Load, Exploratory Data Analysis, Amazon S3, Data Sharing, Data Visualization Software, Data Transformation, Machine Learning, Data Management
初级 · 课程 · 1-4 周

University of Virginia Darden School Foundation
您将获得的技能: 生成式人工智能, 数据分析, 负责任的人工智能, 数据科学, 企业战略, 云计算架构, 业务转型, 统计可视化, 云部署, 云基础设施, 大数据, 产品生命周期管理, 云平台, 竞争分析, 云服务, 云计算, 数字化转型, 云安全, Apache Hadoop, 统计分析
初级 · 专项课程 · 3-6 个月

您将获得的技能: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Prompt Engineering, Responsible AI, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Transformation, Continuous Monitoring, Feature Engineering, Natural Language Processing, Artificial Intelligence, Data Collection
高级设置 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing
中级 · 专项课程 · 3-6 个月