数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具,如 Pandas 和 NumPy 等 Python 库,以及 OpenRefine 等软件,这些工具支持高效执行数据分析任务并确保数据质量,以便进行分析。

AI CERTs
您将获得的技能: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Responsible AI, OpenAI, LLM Application, Generative AI, LangChain, Generative AI Agents, ChatGPT, Vibe coding, Natural Language Processing, Artificial Intelligence, AI Personalization, Debugging, Ideation, Productivity, Code Review, Computer Programming Tools, Ethical Standards And Conduct
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Decision Making, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms, Regulatory Requirements
中级 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, Large Language Modeling, Revenue Management, Web Scraping, People Analytics, Time Series Analysis and Forecasting, FinTech, Spatial Data Analysis, Biostatistics, Predictive Analytics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Digital Transformation, Matplotlib, Risk Analysis, Bayesian Statistics
获得学位
学位 · 1-4 年

Coursera
您将获得的技能: Statistical Reporting, Data Visualization, Big Data, SQL, Query Languages, Data Import/Export, Data Presentation, Google Cloud Platform, Data Warehousing, Data Sharing, Analytics
初级 · 指导项目 · 不超过 2 小时

Eindhoven University of Technology
您将获得的技能: 概率与统计, 定量研究, 统计推理, 统计假设检验, 统计分析, 研究, 数据共享, 样本量的确定, 贝叶斯统计, R 语言程序设计(中文版), 科学方法
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Applied Machine Learning, Predictive Modeling, Microsoft Azure, No-Code Development, Machine Learning, Data Preprocessing, Cloud Deployment, Feature Engineering, Model Evaluation, Data Science, Data Analysis, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: 创新, 人工智能, Data Governance, 商业策略, 业务转型, 负责任的人工智能, 数据安全, 数据伦理, 管理, 大数据, AI 产品战略, 风险, AI 赋能
初级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

Campus BBVA
您将获得的技能: Data Storytelling, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Business Intelligence, Business Analysis, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Big Data, Statistical Analysis
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据导入/导出, 数据预处理, 数据操作, 医学影像, 数据处理, 科学可视化, 数据转换, R 语言程序设计(中文版), 磁共振成像, 神经学, 图像分析
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 概率与统计, 模型评估, 决策树学习, 监督学习, 数据预处理, 自然语言处理, 逻辑回归, 文本挖掘, 可扩展性, 预测建模, 应用机器学习, 分类算法, Algorithm, 机器学习, 大数据, 机器学习算法
混合 · 课程 · 1-3 个月