Executive Certificate in Data Analysis for ELL Programs (Advanced)
-- ViewingNowThe Executive Certificate in Data Analysis for ELL Programs is a 20-unit advanced certificate program designed to equip learners with the essential skills needed to succeed in the rapidly evolving field of data analysis. As data-driven decision-making continues to shape industry and government, the demand for skilled data analysts has never been higher.
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2个月完成
每周2-3小时
随时开始
无等待期
课程详情
- Data Analysis Fundamentals
- Statistical Inference in Data Analysis
- Data Visualization Techniques
- Big Data Concepts and Challenges
- Unsupervised Learning and Clustering
- Linear Regression and Modeling
- Data Preprocessing and Cleaning
- Supervised Learning and Classification
- Neural Networks and Deep Learning
- Time Series Analysis and Forecasting
- Data Mining and Warehousing
- Database Management Systems
- Data Governance and Compliance
- Business Intelligence and Reporting
- Data Storytelling and Communication
- Advanced Data Visualization with D3.js
- Machine Learning and Predictive Analytics
- Text and Sentiment Analysis
- Geospatial Data Analysis and Mapping
- Advanced Statistical Modeling and Inference
职业道路
Bar chart displaying the percentage share of each role in the Executive Certificate in Data Analysis for ELL Programs.
Data Analyst (20%): Business Intelligence Developer (18%): Operations Research Analyst (15%): Quantitative Analyst (47%)
入学要求
- 对主题的基本理解
- 英语语言能力
- 计算机和互联网访问
- 基本计算机技能
- 完成课程的奉献精神
无需事先的正式资格。课程设计注重可访问性。
课程状态
本课程为职业发展提供实用的知识和技能。它是：
- 未经认可机构认证
- 未经授权机构监管
- 对正式资格的补充
成功完成课程后，您将获得结业证书。
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