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。

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 多媒体, 仪表板, 数据展示, 关键绩效指标 (KPI), 管理报告, 目标受众, 数据分析, 创意设计, 数据可视化软件, 数据叙事, 数据映射, 数据安全, 撰写报告, 数据可视化, Power BI
初级 · 课程 · 1-4 周

Cleveland Clinic
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Clinical Informatics, Health Care, Supervised Learning, Clinical Experience, Emerging Technologies, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Image Analysis, Data Preprocessing, Model Deployment
中级 · 专业证书 · 3-6 个月

University of California San Diego
您将获得的技能: 数据基础设施, 数据分析, 数据处理, Apache Spark, 大数据, PySpark, 数据存储, Apache Hadoop, Python 程序设计, 分布式计算, 性能调整, 数据科学, 可扩展性
混合 · 课程 · 1-3 个月

您将获得的技能: Data Ethics, Responsible AI, Business Ethics, Strategic Decision-Making, Data Management, Strategic Thinking, Information Privacy, Market Research, Ethical Standards And Conduct, Governance, Strategic Leadership, Artificial Intelligence, Market Analysis, Diversity and Inclusion, Regulatory Requirements, Social Studies
初级 · 课程 · 1-4 周

The State University of New York
您将获得的技能: 概率与统计, 统计建模, 数据分析, 模型评估, 相关性分析, 预测, 描述性统计, 软件安装, 数学建模, 统计推理, 时间序列分析和预测, 统计分析, R 语言程序设计(中文版), 数据可视化
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Modeling, Data Preprocessing
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: 创造力, LLM 申请, 大型语言模型, 生成式人工智能, ChatGPT, 生产率, 人工智能, 解决问题, Prompt Engineering, OpenAI, 情境管理, AI 赋能, 提示模式, 验证和确认
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 趋势分析, 数据处理, 自然语言处理, 社会学, 系统思考, 模拟, 大数据, 网页抓取, 社交网络分析, 研究方法, 数据伦理, 人工智能, 社会科学, 机器学习, 数据整理, 数据科学, 网络分析, 数据库, 研究, AI 赋能
初级 · 专项课程 · 3-6 个月

您将获得的技能: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Marketing Analytics, Business Intelligence, Predictive Modeling, Business Analytics, Google Analytics, Customer Analysis, Analytics, Model Evaluation, Predictive Analytics, Advanced Analytics, Customer Insights, Trend Analysis, Artificial Intelligence, Performance Metric, Natural Language Processing
初级 · 课程 · 1-4 周