Descriptive Statistics 课程可以帮助您学习如何总结数据 Set、计算中心倾向度量以及评估 Variable。您可以掌握解释频率分布、创建 Visualization 数据表示和执行假设检验的技能。许多课程会介绍 Excel、R 或 Python 等数据分析工具,让您在实际场景中应用这些技能,如分析调查结果或评估实验数据。

Logical Operations
您将获得的技能: Tableau Software, Data Visualization Software, Data Storytelling, Data Analysis, Report Writing, Spreadsheet Software, Data Visualization, Dashboard, Trend Analysis, Interactive Data Visualization, Data Presentation, Microsoft Excel, Statistical Analysis, Predictive Analytics, Data Transformation, Microsoft Office, Microsoft PowerPoint, Productivity Software, Forecasting, Data Management
初级 · 专项课程 · 3-6 个月
University of Pennsylvania
您将获得的技能: Demography, International Relations, Political Sciences, Market Trend, Socioeconomics, Trend Analysis, Economics, Policy, and Social Studies, World History, Social Sciences, Cultural Diversity, Economic Development, Sociology, Consumer Behaviour, Financial Systems, Economics, Business, Business Economics, Analysis, Governance
混合 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Preprocessing, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Histogram, Data Analysis, Scatter Plots, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Software Installation
混合 · 课程 · 1-4 周

您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Tensorflow, Classification Algorithms, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Content Management Systems, Web Analytics, Search Engine Optimization, Web Design, Retail Management, Order Management, E-Commerce, Marketing Strategies, Blogs, Customer Relationship Management (CRM) Software, Content Creation, Dashboard, Web Frameworks, Email Marketing
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Anomaly Detection, Predictive Analytics
中级 · 课程 · 1-4 周
您将获得的技能: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
中级 · 课程 · 1-4 周

您将获得的技能: Splunk, Dashboard, Business Intelligence, Scatter Plots, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Graphing, Real Time Data, Trend Analysis, Event Monitoring, Anomaly Detection, Transaction Processing, System Configuration, Correlation Analysis, Statistical Analysis, Data Manipulation
混合 · 课程 · 1-3 个月

Technical University of Munich (TUM)
您将获得的技能: Workforce Management, Production Process, Digital Transformation, Automation, Social Sciences, Organizational Structure, Socioeconomics, Organizational Change, Trend Analysis, Technology Strategies, World History, Emerging Technologies, Innovation, Demography, Economics
中级 · 课程 · 1-3 个月

您将获得的技能: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Statistical Modeling, Regression Analysis, Data Analysis Software, Data Transformation, Statistical Analysis, Correlation Analysis, Graphing
混合 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Generative AI, Data Wrangling, Project Planning, Responsible AI, Data Preprocessing, Data Governance, Exploratory Data Analysis, Applied Machine Learning, Large Language Modeling, AI Enablement, MLOps (Machine Learning Operations), Data Science, Prompt Engineering, Model Evaluation, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Trend Analysis
中级 · 课程 · 3-6 个月