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 Pennsylvania
您将获得的技能: 乐观主义, 创造力, 教育与培训, 人类发展, 研究, 个人发展, 远见卓识, 积极行为支持, 弹性, 心理学, 与儿童一起工作
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 张力流, Google 云端平台, MLOps(机器学习 Operator), Machine Learning 方法, 数据管道, 模型评估, 模型部署, 阿帕奇气流, 机器学习, 云计算
初级 · 项目 · 不超过 2 小时

Universidad Austral
您将获得的技能: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Data Cleansing, Artificial Neural Networks, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, Systems Architecture, Analysis, Deep Learning, Python Programming
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: SQL, Linux 命令, IBM Cognos 分析, 数据库管理, IBM DB2, 外壳脚本, Apache Kafka, 仪表板, 数据库管理员, 关系数据库, 数据存储, MySQL, 数据仓库, 摘录, 数据库设计, 数据库架构与管理, 阿帕奇气流, 数据管道, 数据可视化, Bash(脚本语言)
初级 · 专业证书 · 3-6 个月

您将获得的技能: Classification Algorithms, Machine Learning Methods, Data Preprocessing, Model Evaluation, Embeddings
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 物理学, 材料科学, 电子工程, 半导体, 应用数学, 电子产品, 数学建模, 电气工程, 电子元件, 电子系统, 电气与计算机工程, 电子硬件
攻读学位
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

中级 · 课程 · 1-3 个月

Universidade de São Paulo
您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning
中级 · 课程 · 1-3 个月

您将获得的技能: User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, AI Security, Performance Tuning, Data Wrangling, Version Control, Business Process Automation, API Testing, LLM Application, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, Data Integration
中级 · 专项课程 · 3-6 个月

Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Constructive Feedback, Ethical Standards And Conduct, Healthcare Ethics, Decision Making, Professionalism, Patient-centered Care, Patient Communication, Patient Advocacy, Clinical Practices, Discussion Facilitation, Train The Trainer, Case Studies, Instructional Design, Instructional Strategies, Empathy
初级 · 课程 · 1-4 周