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: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Data Literacy, Visualization (Computer Graphics), Javascript, Data Analysis, Microsoft Visual Studio
中级 · 指导项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: 医疗保健管理, 自我意识, 护理, 管理团队, 创新, 健康信息学, 冲突管理, 护理管理, 文化多样性, 个人发展, 临床领导, 道德标准与行为, 系统思考
初级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 分类算法, 机器学习, 数据清理, 数据预处理, 无监督学习, Scikit-learn (机器学习库), 监督学习, 随机森林算法, 降维, 预测建模, Python 程序设计, 应用机器学习, 数据转换, 人工神经网络
中级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
初级 · 专项课程 · 1-3 个月

American Psychological Association
您将获得的技能: Statistical Hypothesis Testing, Sample Size Determination, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Probability, Data Analysis
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Sampling (Statistics), Data Analysis Software, Stata, Data Manipulation, Statistical Analysis, Statistical Software, Statistical Methods, Regression Analysis, Data Integrity, R (Software), R Programming, Statistical Modeling
混合 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Data Cleansing, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Supervised Learning, Machine Learning, Human Resources, Employee Retention, Machine Learning Algorithms
初级 · 指导项目 · 不超过 2 小时

SkillUp
您将获得的技能: Team Motivation, Team Leadership, Team Management, Benchmarking, Motivational Skills, Performance Measurement, Change Management, Organizational Change, Six Sigma Methodology, Team Building, Cross-Functional Team Leadership, Teamwork, Leadership and Management, Lean Six Sigma, Process Improvement, Business Metrics, Collaboration, Project Management, Organizational Structure, Leadership
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Responsible AI, Data Ethics, Microsoft Copilot, Generative AI, AI Enablement, Training and Development, ChatGPT, Productivity Software, Training Programs, Prompt Engineering, Learning Management Systems, Innovation, Case Studies, Leadership Development, Automation
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google 云端平台, 数据分析, 应用程序性能管理, 配置管理, Kubernetes, 实时数据, YAML
初级 · 项目 · 不超过 2 小时

KodeKloud
您将获得的技能: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design
初级 · 课程 · 1-3 个月
