Data Science & Big Data
Course Resource
Programming base (Python language)
Data structures (Python)
Big data technology architecture
Data visualization
High performance system architecture
Data mining
Distributed computing framework
Distributed real-time computing
Practical machine learning
Professional guidance and career planning (data science and big data major)
Data acquisition and preprocessing practice project (comprehensive website data collection and preprocessing practice)
Big data storage and analysis processing practice project (website log data analysis practice)
Big data analysis and visualization practice project (e-commerce big data analysis practice)
Data science comprehensive project training
Big data full stack technology comprehensive practice project (e-commerce big data statistical analysis platform)
Big data collection and processing practice project (e-commerce big data real-time and offline processing system)
Big data analysis and visualization practice project (e-commerce operation analysis and data large screen system)
Transportation big data technology comprehensive practice project (traffic big data statistical analysis platform)
Transportation big data collection and processing practice project (traffic big data real-time and offline processing system)
Traffic big data analysis and visualization practice project (traffic travel analysis and visualization system)
Financial big data comprehensive practice project (Financial big data statistical analysis platform)
Financial big data collection and processing practice project (financial big data real-time and offline processing system)
Financial big data analysis and visualization practice project (financial credit analysis and data visualization system)
Telecom big data full-stack technology comprehensive practice project (telecom big data statistical analysis platform)
Telecom big data collection and processing practice project (telecom big data real-time and offline processing system)
Telecommunications big data analysis and visualization practice project (telecommunications multi-dimensional analysis and data visualization system)
Programming base (Python language)
Data structures (Python)
Big data technology architecture
Data visualization
High performance system architecture
Data mining
Distributed computing framework
Distributed real-time computing
Practical machine learning
Deep learning
Professional guidance and career planning (data science and big data major)
Data acquisition and preprocessing practice project (comprehensive website data collection and preprocessing practice)
Big data storage and analysis processing practice project (website log data analysis practice)
Big data analysis and visualization practice project (e-commerce big data analysis practice)
Data science comprehensive project training
Big data full stack technology comprehensive practice project (e-commerce big data statistical analysis platform)
Big data collection and processing practice project (e-commerce big data real-time and offline processing system)
Big data analysis and visualization practice project (e-commerce operation analysis and data large screen system)
Transportation big data technology comprehensive practice project (traffic big data statistical analysis platform)
Transportation big data collection and processing practice project (traffic big data real-time and offline processing system)
Traffic big data analysis and visualization practice project (traffic travel analysis and visualization system)
Financial big data comprehensive practice project (Financial big data statistical analysis platform)
Financial big data collection and processing practice project (financial big data real-time and offline processing system)
Financial big data analysis and visualization practice project (financial credit analysis and data visualization system)
Telecom big data full-stack technology comprehensive practice project (telecom big data statistical analysis platform)
Telecom big data collection and processing practice project (telecom big data real-time and offline processing system)
Telecommunications big data analysis and visualization practice project (telecommunications multi-dimensional analysis and data visualization system)
