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。

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

Duke University
您将获得的技能: 负责任的人工智能, 数据管理, Data Management, 项目管理生命周期, 数据预处理, 用户体验设计, 项目管理, 数据质量, 以人为本的设计, 分类与回归树 (CART), 深度学习, 模型评估, 机器学习, 数据伦理, MLOps(机器学习 Operator), 产品设计, 数据科学, 无监督学习, 人机交互, 模型部署, 产品管理
初级 · 专项课程 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Software Versioning, Git (Version Control System), Data Integrity, Data Management, Performance Testing, Dashboard, Machine Learning, Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Multimodal Prompts, Prompt Engineering, Responsible AI, Context Management
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Responsible AI, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Secure Coding, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 拥抱的脸, 递归神经网络 (RNN), 自然语言处理, 深度学习, 人工神经网络, 嵌入, 迁移学习
中级 · 课程 · 1-4 周

Tableau Learning Partner
您将获得的技能: 数据分析, 商业智能, 商业分析, 项目管理, Tableau 软件, 数据扫盲, 分析, 预测分析, 业务过程, 数据驱动的决策制定, 数据展示, 描述性分析
初级 · 课程 · 1-4 周
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
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: Stakeholder Engagement, Business Metrics, Web Analytics, Business Analytics, Analytics, Key Performance Indicators (KPIs), Data Storytelling, Performance Analysis, Presentations, Stakeholder Communications, Marketing Analytics, Strategic Communication, Marketing Effectiveness
初级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Python 程序设计, 线性代数, 机器学习算法, Jupyter, 应用数学, NumPy, Algorithm
初级 · 课程 · 1-3 个月

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Artificial Intelligence, Image Analysis, AWS SageMaker, Responsible AI, Natural Language Processing, Generative AI, Machine Learning, Prompt Engineering, Amazon Web Services, Model Deployment, OpenAI, Amazon Bedrock, Robotic Process Automation, Cloud Deployment, Customer experience improvement, ChatGPT, Data Science, Machine Learning Methods
初级 · 专项课程 · 1-3 个月

您将获得的技能: Financial Modeling, Financial Forecasting, Financial Statements, Depreciation, Balance Sheet, Capital Budgeting, Financial Analysis, Excel Formulas, Income Statement, Microsoft Excel, Risk Analysis, Data Storytelling, Data Validation, Cash Flows, Data Presentation, Return On Investment, Pivot Tables And Charts
初级 · 课程 · 1-3 个月