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。

University of Pennsylvania
您将获得的技能: AI 产品战略, 负责任的人工智能, 数据安全, 数据伦理, Data Governance, 机器学习, AI 赋能, 商业策略, 管理, 人工智能, 业务转型, 大数据, 创新
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 欺诈检测, 新兴技术, 财务审计, 数据管理, 自然语言处理, 内部控制, 自动化, Data Governance, 数据质量, 信息及相关技术控制目标 (COBIT), 内部审计, 数据完整性, 会计, 旁听, Pandas(Python 软件包), 数据分析, 分析, GitHub, 财务软件
攻读学位
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Preprocessing, Tidyverse (R Package), Data Management
中级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Applied Machine Learning, Image Analysis, Computer Vision, Analytics, Real Time Data, AI Enablement, Reinforcement Learning, Large Language Modeling, Advanced Analytics, Data-Driven Decision-Making, AI Workflows, Machine Learning, Artificial Intelligence, Analysis, Automation, Supervised Learning, Natural Language Processing, Data Presentation, Innovation, Data Collection
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Time Series Analysis and Forecasting, Correlation Analysis, Probability & Statistics, Text Mining, Statistical Analysis, Probability Distribution, Data Analysis, Network Analysis, Exploratory Data Analysis, Feature Engineering, Data Structures, Unstructured Data, Data Cleansing, Data Preprocessing, Natural Language Processing
初级 · 课程 · 1-3 个月

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

MathWorks
您将获得的技能: 探索性数据分析, 数据清理, 非结构化数据, 数据预处理, 绘图(图形), 自然语言处理, Matlab, 数据整合, 数据处理, 降维, 预测建模, 图像分析, 数据操作, 功能工程, 文本挖掘, 数据可视化
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 面向对象编程(OOP), Networking 路由器, 理论计算机科学, 可维护性, 面向对象设计, 数据结构, Java 编程, Java, Algorithm, 软件设计, 计算思维, 应用程序开发, 图论
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Google Cloud Platform, Data Pipelines, Data Lakes, Dataflow, Big Data, Data Processing, Tensorflow, Apache Spark, Unstructured Data, Apache Hadoop, Data Warehousing, Applied Machine Learning, Data Infrastructure, Real Time Data, Cloud Storage, PySpark, Extract, Transform, Load, Feature Engineering, Cloud Computing
中级 · 专项课程 · 3-6 个月