数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。
您将获得的技能: Scenario Testing, Energy and Utilities, Mathematical Modeling, Predictive Analytics, Experimentation, Laboratory Experience, Google Gemini, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Data Modeling, Analytics, 3D Modeling, Simulation and Simulation Software, Simulations, Waste Minimization, Sustainable Technologies, Data Visualization, Artificial Intelligence, Search Engine Optimization
中级 · 课程 · 1-4 周

您将获得的技能: Security Management, Role-Based Access Control (RBAC)
中级 · 课程 · 1-3 个月

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

您将获得的技能: AWS SageMaker, AWS Identity and Access Management (IAM), Amazon Web Services, Model Deployment, Image Analysis, Amazon Elastic Compute Cloud, Amazon S3, Machine Learning Algorithms, Data Preprocessing, Convolutional Neural Networks, Computer Vision, Deep Learning, Machine Learning
高级设置 · 指导项目 · 不超过 2 小时

H2O.ai
您将获得的技能: Large Language Modeling, Model Evaluation, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, LLM Application, Data Preprocessing, Prompt Engineering, Generative Model Architectures, Training Programs, Data Validation, Data Cleansing, Natural Language Processing, Applied Machine Learning, Transfer Learning, Verification And Validation, Data Quality, AI Workflows
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Business Analytics, Risk Analysis, Data Analysis, Decision Making, Business Modeling, Trend Analysis, Process Optimization, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning
初级 · 课程 · 1-4 周

您将获得的技能: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Operational Analysis, Process Improvement and Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Predictive Modeling, Data Preprocessing, Automation, Anomaly Detection, Data Transformation, Model Evaluation
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Email Automation, ChatGPT, Prompt Engineering, AI Personalization, Calendar Management, Setting Appointments, Workflow Management, Customer Communications Management, Automation, Business Correspondence, Customer Inquiries, Generative AI
初级 · 课程 · 1-4 周

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

Simplilearn
您将获得的技能: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Deep Learning, Machine Learning, Applied Machine Learning, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Natural Language Processing, Computer Programming
初级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: 决策树学习, 机器学习算法, 预测建模, 随机森林算法, 模型评估, 回归分析, 功能工程, 性能调整, 应用机器学习, 分类算法, Algorithm, 监督学习
初级 · 课程 · 1-3 个月