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。

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

您将获得的技能: Data Management, Data Manipulation
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning, Machine Learning Algorithms, Data Manipulation, Data Mining, Exploratory Data Analysis, Data Integrity
混合 · 课程 · 1-4 周

London Business School
您将获得的技能: 负责任的人工智能, 数据战略, 沟通, 利益攸关方沟通, 案例研究, AI 赋能, 决策, 商业道德, 企业战略, 技术战略, 组织领导力, 业务转型, 人工智能和机器学习(AI/ML), 领导力研究
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Exploratory Data Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution
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中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Generative AI, Large Language Modeling, Responsible AI, ChatGPT, AI Product Strategy, Artificial Intelligence, Data Ethics, Prompt Engineering, AI Security, Computational Logic
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 人工智能, 负责任的人工智能, 营销分析, 个性化服务, Google Analytics(分析), 客户分析, 营销自动化, 生成式人工智能, ChatGPT, 客户洞察, 性能分析, 社交媒体活动, 数据伦理, OpenAI, 营销活动经理
中级 · 课程 · 1-4 周

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

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Database Design, LLM Application, Productivity, OpenAI, Data Migration, Generative AI, AI Enablement, Software Documentation, SQL, Dashboard, Artificial Intelligence, Database Management, Data Visualization, Large Language Modeling, Interactive Data Visualization, Data Analysis, Automation
中级 · 专项课程 · 1-3 个月
Duke University
您将获得的技能: Responsible AI, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, Writing, Artificial Intelligence, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Text Mining, Operational Efficiency, Project Schedules, Media Production
初级 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Data Pipelines, Data Processing, AI Personalization, Dimensionality Reduction, OpenAI API, Data Manipulation, Pandas (Python Package), Data Transformation, Predictive Modeling, Unsupervised Learning, Applied Machine Learning, Scatter Plots, Embeddings, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Model Evaluation, Regression Analysis, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Feature Engineering, Logistic Regression, Decision Tree Learning, Classification Algorithms
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中级 · 课程 · 1-3 个月