数据挖掘课程
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。
热门数据挖掘课程与认证
状态：新状态：免费试用您将获得的技能: Oracle SQL Developer, SQL, Oracle Databases, Database Management, Data Analysis, Performance Tuning, Business Intelligence, Data Manipulation, Analytics, Data Transformation
状态：预览National Taiwan University
您将获得的技能: Feature Engineering, Machine Learning Algorithms, Autoencoders, Supervised Learning, Machine Learning, Decision Tree Learning, Random Forest Algorithm, Classification Algorithms, Deep Learning, Model Evaluation, Dimensionality Reduction, Artificial Neural Networks, Logistic Regression, Regression Analysis
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
状态：免费试用University of Colorado Boulder
您将获得的技能: Correlation Analysis, Statistical Visualization, Descriptive Statistics, Statistical Analysis, Data Analysis, Box Plots, R (Software), Systems Of Measurement, Data Quality, Run Chart, Scatter Plots, Regression Analysis, Statistical Methods, Verification And Validation, Statistical Hypothesis Testing
您将获得的技能: Model Evaluation, Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Transfer Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming
状态：预览Universidad Austral
您将获得的技能: Supervised Learning, Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms, Linear Algebra, Regression Analysis
状态：免费试用您将获得的技能: AI Product Strategy, Product Improvement, Customer Insights, Customer Analysis, Generative AI, Marketing Analytics, Analytics, Management Reporting, Data Collection, Performance Metric, Data Integration
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Ggplot2, Data Visualization Software, Plot (Graphics), R Programming, Data Manipulation, Tidyverse (R Package), Data Structures, Data Analysis, Statistical Programming, Integrated Development Environments, Data Import/Export, Software Installation
状态：免费DeepLearning.AI
您将获得的技能: MLOps (Machine Learning Operations), Large Language Modeling, Jupyter, AI Workflows, Data Store, Version Control, Metadata Management
状态：免费试用Università di Napoli Federico II
您将获得的技能: Interactive Data Visualization, Dashboard, Data Storytelling, Peer Review, Data Presentation, Tableau Software, Data Visualization Software, Business Intelligence, Data Preprocessing, Data Sharing, Business Analytics, Data Transformation, Data Cleansing
状态：免费试用Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks
总之，以下是 10 最受欢迎的 data mining 课程
- Mastering Oracle SQL Functions with SQL Developer: EDUCBA
- 機器學習技法 (Machine Learning Techniques): National Taiwan University
- Discrete-Time Markov Chains and Monte Carlo Methods: University of Colorado Boulder
- PyCaret: Anatomy of Regression: Coursera
- Measurement Systems Analysis: University of Colorado Boulder
- Explainable AI: Scene Classification and GradCam Visualization : Coursera
- Introducción al Aprendizaje Profundo: Universidad Austral
- GenAI for Customer Analytics and Insights with JUNE: Coursera
- Ferramentas para Ciência de Dados: Introdução ao R: Fundação Instituto de Administração
- Evaluating and Debugging Generative AI: DeepLearning.AI
