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Certificate Programme in Python Programming for Data Science
-- ViewingNowThe Certificate Programme in Python Programming for Data Science is a comprehensive course designed to equip learners with essential skills required in the data science industry. This programme emphasizes Python, a popular and versatile programming language, and its application in data analysis, machine learning, and visualization.
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2个月完成
每周2-3小时
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课程详情
- Unit 1: Introduction to Python Programming
- Unit 2: Python Data Structures (lists, tuples, dictionaries)
- Unit 3: Data Manipulation using Pandas
- Unit 4: Data Visualization with Matplotlib and Seaborn
- Unit 5: Exploratory Data Analysis (EDA) with Python
- Unit 6: Statistical Analysis and Probability in Python
- Unit 7: Introduction to Machine Learning with Python
- Unit 8: Supervised Learning algorithms (Regression, Classification)
- Unit 9: Unsupervised Learning algorithms (Clustering, Dimensionality Reduction)
- Unit 10: Advanced Machine Learning topics (Ensemble methods, Deep Learning)
职业道路
The *Certificate Programme in Python Programming for Data Science* is tailored to meet the growing demand for data professionals in the UK.
The industry requires a diverse range of roles, as shown in the 3D pie chart, each with unique responsibilities and salary ranges. 1. Data Scientist: With 30% representation in the chart, data scientists are responsible for extracting insights and knowledge from structured and unstructured data.
They often use machine learning and AI techniques to create predictive models, earning an average salary of £50,000 - £80,000 in the UK. 2. Data Analyst: Making up 25% of the chart, data analysts collect, process, and perform statistical analyses on data to provide actionable insights.
Their average salary ranges from £25,000 - £40,000 in the UK. 3. Data Engineer: Accounting for 20% of the chart, data engineers develop, construct, test, and maintain architectures such as databases and large-scale processing systems.
They typically earn between £40,000 - £70,000 in the UK. 4. Data Administrator: Representing 15% of the chart, data administrators oversee the design, implementation, and maintenance of data systems.
They generally earn between £20,000 - £40,000 in the UK. 5. Business Intelligence Developer: With 10% of the chart, business intelligence developers design, build, and maintain data systems to facilitate the retrieval and analysis of business data.
They can earn between £30,000 - £60,000 in the UK.
These roles demonstrate the diverse and in-demand careers available in the data science field.
The Certificate Programme in Python Programming for Data Science focuses on developing the skills needed for each role, ensuring students are well-prepared to enter the data-driven job market.
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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