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 Illinois Urbana-Champaign
您将获得的技能: Wealth Management, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, FinTech, Data Mining, Learning Theory, Regulatory Compliance, Financial Planning, Relationship Building, Risk Modeling, Legal Risk, Mobile Development
中级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 负责任的人工智能, 生成式人工智能, CI/CD, 软件开发, Prompt Engineering, 软件开发工具, 深度学习, DevSecOps, AI 工作流程, 测试自动化, 原型设计, 软件测试, 人工智能, 大型语言模型, 自然语言处理, AI 安全, 软件工程, 人工智能和机器学习(AI/ML), ChatGPT, 提示模式
中级 · 专项课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 生成式人工智能, 机器学习, 可扩展性, Google 云端平台, 云计算, 用户界面(UI), AI 赋能, 模型部署, 人工智能, 解决复杂问题, 批判性思维, MLOps(机器学习 Operator)
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, 深度学习, 生成式人工智能, 数据伦理, 数据叙事, 负责任的人工智能, 统计分析, 交互式数据可视化, 仪表板, 数据可视化软件, Prompt 工程工具, ChatGPT, AI 工作流程, Prompt Engineering, 原型设计, 人工智能和机器学习(AI/ML), 数据分析, OpenAI, 分析, 提示模式
中级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Large Language Modeling, Responsible AI, AI Personalization, Mobile Development, AI Security, Anthropic Claude, Artificial Intelligence, Software Development Tools, Software Testing, Apple iOS, AI Product Strategy, Test Automation, Software Development, DevSecOps, Prototyping, Artificial Intelligence and Machine Learning (AI/ML)
高级设置 · 专项课程 · 1-3 个月

UNSW Sydney (The University of New South Wales)
您将获得的技能: 计算机视觉, 分类算法, 无监督学习, 卷积神经网络, 机器学习, 降维, 深度学习, 人工神经网络, 地理空间信息与技术, Machine Learning 方法, 功能工程, 图像分析, 空间分析, 监督学习, 概率与统计
中级 · 课程 · 3-6 个月

您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research
初级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Image Analysis, Supervised Learning, Applied Machine Learning, Model Evaluation, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Supply Chain, Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Natural Language Processing, Artificial Neural Networks, Customer Demand Planning, Forecasting, Unsupervised Learning
中级 · 课程 · 1-4 周

您将获得的技能: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Classification Algorithms, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Feature Engineering, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Computer Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Ethics, Recurrent Neural Networks (RNNs), Responsible AI, Convolutional Neural Networks, Data Science, Classification Algorithms
初级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Engineering Management, Program Implementation, Business Analytics
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Supervised Learning, Artificial Intelligence, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning
中级 · 课程 · 1-4 周