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Certificate Programme in Machine Learning for Data Science
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2个月完成
每周2-3小时
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无等待期
课程详情
- Introduction to Python for Data Science
- Fundamentals of Statistics and Probability for Machine Learning
- Data Wrangling and Preprocessing
- Machine Learning Algorithms: Regression and Classification
- Model Evaluation and Selection
- Machine Learning with Big Data (using Spark or similar)
- Unsupervised Learning Techniques
- Deep Learning Introduction (Neural Networks)
- Deployment of Machine Learning Models
职业道路
Career Role in Machine Learning & Data Science (UK) Description Machine Learning Engineer Develops, implements, and maintains machine learning models; high demand, excellent salary prospects.
Data Scientist Analyzes large datasets to extract insights, builds predictive models, and communicates findings; strong analytical and communication skills required.
AI Specialist Develops and implements AI algorithms and systems; requires advanced programming skills and deep understanding of AI principles.
Data Analyst Collects, cleans, and analyzes data to support business decisions; strong analytical skills and knowledge of data visualization tools are essential.
Business Intelligence Analyst Uses data analysis techniques to improve business performance; requires understanding of business processes and data interpretation.
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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