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: R Programming, Predictive Analytics, Applied Machine Learning, Business Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
中级 · 指导项目 · 不超过 2 小时

Scrimba
您将获得的技能: 负责任的人工智能, 人工智能, Prompt Engineering, ChatGPT, 计算机编程, 关键管理, OpenAI 应用程序接口, 生成式人工智能, 应用编程接口 (API), AI 安全, 数据伦理
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

Starweaver
您将获得的技能: Embedded Systems, Electronic Systems, Cybersecurity, Automation, Electronics, Sustainable Technologies, Control Systems, Internet Of Things, Software Development, Real-Time Operating Systems, Systems Integration, Artificial Intelligence
初级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 大型语言模型, LLM 申请, 嵌入, 矢量数据库, 非结构化数据, 检索-增强生成, 图论, LangChain, 数据存储, Query 语言, 语义网
中级 · 项目 · 不超过 2 小时

您将获得的技能: Generative AI, Financial Data, Financial Analysis, Data-Driven Decision-Making, Financial Statements, Text Mining, Market Intelligence, Unstructured Data, Financial Market, Artificial Intelligence, Analysis, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Data Integrity, Data Integration, Power BI, Data Maintenance, Database Management, Microsoft SQL Servers, Relational Databases, Databases, Application Programming Interface (API), Dashboard, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Security, Systems Integration, Role-Based Access Control (RBAC), Auditing, Real Time Data, Data Encryption Standard
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 大型语言模型, 法律技术, 经济学, 负责任的人工智能, 自然语言处理, ChatGPT, 人工智能, 信息隐私, 生成式人工智能, 数据伦理, 社会影响
混合 · 课程 · 1-4 周

您将获得的技能: Process Mapping, Root Cause Analysis, Lean Six Sigma, Lean Methodologies, Correlation Analysis, Process Improvement, Six Sigma Methodology, Process Analysis, Regression Analysis, Statistical Process Controls, Continuous Improvement Process, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Process Optimization, Risk Management, Quality Management, Statistical Analysis, Quality Control, Process Capability
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: Generative AI, Business Metrics, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Intelligence, Model Deployment, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, AI Product Strategy, Business Solutions
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 数据可视化软件, 数据清理, 还原式 API, 数据分析, JSON, 交互式数据可视化, 可扩展标记语言(XML), 编程原则, 网络服务, 数据库, SQL, 网页抓取, 数据处理, Network Protocol(网络协议, Python 程序设计, 数据结构, 关系数据库, 计算机编程, 数据可视化, 数据库设计
攻读学位
初级 · 专项课程 · 3-6 个月