Certified Specialist Programme in Understanding Data Science
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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
- Introduction to Data Science and its Applications
- Data Wrangling and Preprocessing (Data Cleaning, Feature Engineering)
- Exploratory Data Analysis (EDA) and Data Visualization
- Regression Analysis and Predictive Modeling
- Classification Algorithms and Model Evaluation
- Clustering Techniques and Unsupervised Learning
- Data Science Ethics and Responsible AI
- Big Data Technologies and Frameworks (Hadoop, Spark)
- Communicating Data Insights and Storytelling
职业道路
Data Science Career Roles (UK) Description Data Scientist Develops and implements machine learning algorithms; extracts insights from large datasets; performs statistical analysis.
High demand, competitive salaries.
Machine Learning Engineer Designs, builds, and deploys machine learning systems; collaborates with data scientists to optimize models.
Strong programming skills required.
Data Analyst Collects, cleans, and interprets data; identifies trends and patterns; creates data visualizations.
Entry-level role, growing market.
Business Intelligence Analyst Analyzes business data to support strategic decision-making; develops reports and dashboards; identifies opportunities for improvement.
Strong analytical and communication skills needed.
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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