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: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Logistic Regression, Data Cleansing, Data Manipulation, Advertising, Digital Advertising, Performance Analysis, Machine Learning, Python Programming, Deep Learning
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Python Programming
攻读学位
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics
中级 · 专项课程 · 3-6 个月

AI CERTs
您将获得的技能: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Kubernetes, Infrastructure As A Service (IaaS), Containerization, Cloud Deployment, Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Services, Load Balancing, Service Level Agreement
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: AI Product Strategy, Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Technical Management, Machine Learning, Responsible AI, Data Ethics, Data Science
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: Python 程序设计, Linux 命令, MongoDB, 应用程序部署, 数据导入/导出, 软件开发生命周期, 还原式 API, 外壳脚本, Istio, 对象关系映射, Django (网络框架), 微服务, 软件架构, Grafana, Kubernetes, NoSQL, 云部署, Bash(脚本语言), 开放式网络应用程序安全项目(OWASP), Git(版本控制系统)
初级 · 专业证书 · 3-6 个月

LearnQuest
您将获得的技能: Python 程序设计, 时间序列分析和预测, 趋势分析, 相关性分析, 客户需求规划, 预测, Pandas(Python 软件包), 机器学习, Matplotlib, 预测建模, 统计建模, 数据可视化, 数据分析, 供应链管理, 回归分析
中级 · 课程 · 1-4 周

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

您将获得的技能: Jupyter, Plot (Graphics), Model Evaluation, Microsoft Azure, Machine Learning Algorithms, Applied Machine Learning, Data Visualization, Regression Analysis
初级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 计算机视觉, 微软 Azure, 异常检测, 预测建模, 负责任的人工智能, 数据伦理, 机器学习, AI 赋能, 自然语言处理, 人工智能, 人工智能和机器学习(AI/ML)
初级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Python 程序设计, 数据操作, 数据叙事, 数据展示, 机器学习, 交互式数据可视化, 数据整理, 解决问题, Power BI, SQL, 模型评估, 数据可视化, 批判性思维, 数据库设计, 模型部署, 故事板, 功能工程, Data Analysis 表达式(DAX), 以人为本的设计, 决策
初级 · 专业证书 · 3-6 个月