Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
状态：新
状态：免费试用University of California, Davis
您将获得的技能: 数据叙事, 色彩理论, 数据可视化软件, 以用户为中心的设计, Tableau 软件, 数据展示, 探索性数据分析, 设计元素和原则, 数据分析, 数据伦理, 数据可视化, 人为因素
状态：免费试用Stanford University
您将获得的技能: 贝叶斯网络, 统计建模, 统计推理, 自然语言处理, 图论, 网络分析, 概率与统计, Algorithm, Machine Learning 方法, 计算思维, 机器学习, 应用机器学习, 决策支持系统, 网络模型, 统计方法, 马尔可夫模型, 抽样（统计）, 概率分布, 机器学习算法
状态：免费试用Duke University
您将获得的技能: 相关性分析, 预测建模, 统计推理, 概率与统计, 回归分析, 数学建模, 统计分析, 探索性数据分析, 统计建模, R（软件）, 统计, R 语言程序设计（中文版）, 数据分析软件, 模型评估
状态：新状态：免费试用您将获得的技能: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation
状态：预览Eindhoven University of Technology
您将获得的技能: 统计假设检验, 数据共享, 贝叶斯统计, 统计推理, 概率与统计, 统计分析, 科学方法, R 语言程序设计（中文版）, 研究, 定量研究, 样本量的确定
状态：新您将获得的技能: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric
状态：新状态：免费试用您将获得的技能: 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
状态：免费试用您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Model Evaluation, Content Creation
状态：新状态：预览您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
状态：免费试用Microsoft
您将获得的技能: Data Validation, Power BI, 数据存储技术, 数据转换, 数据存储, 数据操作, 数据质量, 数据分析, 数据完整性, 数据导入/导出, 数据清理, 数据整合, 摘录
状态：新状态：免费试用您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
总之，以下是 10 最受欢迎的 data science 课程
- Agentic AI Performance & Reliability: Coursera
- Tableau 的基本设计原则: University of California, Davis
- 概率图形模型: Stanford University
- 线性回归与建模: Duke University
- Introduction to LLMs and Hugging Face: Edureka
- 改进统计推断: Eindhoven University of Technology
- Evaluate LLMs: Test and Prove Significance: Coursera
- Managing Machine Learning Models: SAS
- Discover the Art of Prompting: Google
- Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
