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

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
混合 · 课程 · 1-4 周

KodeKloud
您将获得的技能: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design
初级 · 课程 · 1-3 个月

您将获得的技能: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: User Experience Design, Wireframing, User Research, Responsible AI, User Centered Design, AI Product Strategy, Usability, Adobe XD, Usability Testing, Generative AI, Figma (Design Software), Design Thinking, Prototyping, User Interface (UI) Design, Persona Development
初级 · 课程 · 1-4 周

您将获得的技能: Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Exploratory Data Analysis, Machine Learning, Classification Algorithms, Random Forest Algorithm, Statistical Visualization, Responsible AI
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 创造力, 人工智能, 负责任的人工智能, 内容创作, 数据伦理, 广告活动, 广告, 生成式人工智能, 视频编辑, ChatGPT, Prompt Engineering
初级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Prompt Engineering, Responsible AI, LLM Application, HR Tech, Generative AI Agents, Human Resources, Information Privacy, Human Resource Policies, Governance, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Compliance Management, Automation
中级 · 课程 · 1-4 周


Fractal Analytics
您将获得的技能: AI Enablement, Business Leadership, Strategic Leadership, Responsible AI, Business Strategy, Generative Adversarial Networks (GANs), Data Strategy, Business Transformation, Strategic Decision-Making, Organizational Effectiveness, Deep Learning, Artificial Intelligence, Organizational Development, Human Centered Design, Data Quality, Design Thinking, Governance, User Centered Design, Ethical Standards And Conduct
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Transfer Learning, Data Preprocessing, Hugging Face, Model Evaluation
中级 · 课程 · 1-3 个月

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation
初级 · 课程 · 1-3 个月