Global Certificate Course in Machine Learning for Retail Data
-- ViewingNowGlobal Certificate Course in Machine Learning for Retail Data equips you with in-demand skills. Learn to leverage machine learning techniques for retail.
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2个月完成
每周2-3小时
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课程详情
- Introduction to Machine Learning for Retail
- Retail Data Wrangling and Preprocessing
- Supervised Learning Techniques for Retail Applications (Regression, Classification)
- Unsupervised Learning for Customer Segmentation and Market Basket Analysis
- Building Recommendation Systems using Collaborative Filtering and Content-Based Filtering
- Time Series Analysis for Demand Forecasting and Inventory Management
- Machine Learning Model Evaluation and Selection
- Deployment and Monitoring of Machine Learning Models in Retail
- Ethical Considerations in Retail Machine Learning
职业道路
Job Role (Machine Learning in Retail) Description Retail Data Scientist Develops and implements machine learning models to analyze retail data, optimize pricing, and improve customer experience.
Requires strong statistical modeling and data visualization skills.
Machine Learning Engineer (Retail) Builds and deploys machine learning models into production environments for retail applications, focusing on scalability and efficiency.
Expertise in cloud platforms and model deployment is essential.
Retail Data Analyst (ML focus) Analyzes retail data using machine learning techniques to identify trends and insights.
Produces reports and dashboards to inform business decisions.
Proficiency in SQL and data manipulation is crucial.
AI/ML Consultant (Retail Sector) Provides expert advice on the implementation of AI and machine learning solutions within retail companies.
Requires a strong understanding of business needs and technical capabilities.
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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