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: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, ChatGPT, Generative AI, LLM Application, Productivity, AI Personalization, AI Enablement, OpenAI, Artificial Intelligence, Large Language Modeling, Anthropic Claude, Expense Management, Productivity Software, Creativity, Verification And Validation, Communication, Planning, Marketing
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 深度学习, 迁移学习, 文本挖掘, 嵌入, 监督学习, 数据预处理, 降维, PyTorch(机器学习库), 分类算法, Algorithm, Keras(神经网络库), 递归神经网络 (RNN), 统计机器学习, 功能工程, 人工神经网络, 张力流, Machine Learning 方法, 应用机器学习, 马尔可夫模型, 自然语言处理
中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: Responsible AI, Health Technology, Health Informatics, Clinical Informatics, Electronic Medical Record, Technology Roadmaps, Patient Flow, Public Health, Innovation, Healthcare Project Management, Systems Integration, Artificial Intelligence, Data Analysis, Data Ethics, Interoperability, Emerging Technologies, Solution Design, Model Evaluation, Application Programming Interface (API), Project Management
混合 · 课程 · 1-4 周

Packt
您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Validation, Data Management, Workflow Management
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 深度学习, 迁移学习, 监督学习, 应用机器学习, 分类算法, 人工神经网络, 张力流, 机器学习, 数据伦理, 人工智能, 模型评估, 逻辑回归, 性能调整, 决策树学习, 随机森林算法
初级 · 课程 · 1-4 周

Universitat Politècnica de València
您将获得的技能: R Programming, Ggplot2, Statistical Analysis, R (Software), Predictive Modeling, Data Manipulation, Data Preprocessing, Statistical Programming, Data Visualization Software, Data Science, Data Import/Export, Machine Learning, Model Evaluation, Exploratory Data Analysis, Data Structures
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: AI 产品战略, 深度学习, 迁移学习, 调试, 数据驱动的决策制定, AI 工作流程, 机器学习, 模型评估, 应用机器学习, 人工智能和机器学习(AI/ML), 性能调整
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Statistical Analysis, Pandas (Python Package), Image Analysis, Advanced Analytics, Analytical Skills, Analysis, Data-Driven Decision-Making, Case Studies, Data Manipulation, AI Enablement, Descriptive Statistics, Statistical Inference, Unsupervised Learning
初级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Performance Analysis, Descriptive Analytics, Business Analytics, Data-Driven Decision-Making, Data Analysis, Media and Communications, Analysis, Predictive Analytics, Performance Measurement, Data Collection, Small Data, Big Data, Spatial Analysis, Research, Performance Reporting, Learning Styles, Innovation, Leadership, Communication
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 探索性数据分析, Knitr, 版本控制, 统计分析, 数据共享, 技术交流, 数据分析, Rmarkdown, R 语言程序设计(中文版), Data Validation, 统计报告
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月