Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术,以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具,这些工具支持应用机器学习概念和 Visualization 数据,以获得可行的见解。

IBM
您将获得的技能: Python 程序设计, 探索性数据分析, 无监督学习, 数据展示, 机器学习, 人工神经网络, 技术交流, 应用机器学习, Keras(神经网络库), Scikit-learn (机器学习库), 数据分析, 回归分析, 监督学习
高级设置 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Web Content Accessibility Guidelines, Front-End Web Development, Image Quality, Web Applications, Animations, Web Content, Mobile Development, User Interface (UI) Design
初级 · 专项课程 · 3-6 个月

Universitat Politècnica de València
您将获得的技能: Pandas (Python Package), Matplotlib, Seaborn, Data Visualization, Data Visualization Software, Time Series Analysis and Forecasting, Statistical Visualization, Box Plots, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Scatter Plots, Histogram, Data Structures, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Collaboration, Data Governance, Data Sharing, Performance Reporting, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration
中级 · 课程 · 1-4 周

您将获得的技能: Sample Size Determination, Data Strategy, Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Research and Design, Version Control, Software Documentation
中级 · 课程 · 1-4 周

您将获得的技能: File Systems, Red Hat Enterprise Linux, Linux, User Accounts, Software Installation, Linux Administration, System Monitoring, File Management, Package and Software Management, Linux Commands, Operating System Administration, General Networking, Command-Line Interface, Authorization (Computing), UI Components
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Online Advertising, Digital Advertising, Marketing, Digital Marketing, Return On Investment
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Data Warehousing, Analytics, Data Modeling, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot
中级 · 专项课程 · 1-3 个月

Packt
您将获得的技能: Drive Engagement, Trustworthiness, Organizational Development, Safety Culture, Communication
中级 · 课程 · 1-4 周

Yale University
您将获得的技能: 消费贷款, 财务分析, 危机管理, 金融监管, 财务政策, 经济学, 银行业, 信用风险, 按揭贷款, 风险管理框架, 公共政策, 金融市场, 国际金融, 市场动态
混合 · 课程 · 3-6 个月

Lund University
您将获得的技能: 减缓气候变化, 管理, 业务建模, 环境问题, 创新, 可持续技术, 适应气候变化, 环境科学, 可持续商业, 多媒体, 案例研究, 社会影响, 系统思考, 可持续设计, 社区发展, 水资源, 水资源的可持续性, 可持续发展, 社会经济学, 环境
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Preprocessing, Data Visualization, Performance Tuning
中级 · 课程 · 1-4 周