2. Text mining project; 2. Network security big data; 3. Health status prediction; 4. Cloud server anomaly detection; 5. Big data job recruitment.
The word "big data" is no stranger to us, especially in recent years, with the rapid development of digital economy, big data has been perfectly combined with us, full of bits and pieces of life: face-brushing settlement, real-time monitoring, intelligent express delivery, precision marketing, DNA sequence decoding, sports health management ... Big data is an exciting topic, which can help us explore unexpected development models and perfect solutions.
1, text mining project
Text mining has a great market demand. If you are familiar with this project, you will instantly be proud of your advantages as a data scientist. Students must analyze the text of a given document and visualize it. You must use natural language processing technology to complete this task.
2. Network security big data
The project will study the long-term and time-invariant correlation in a large number of data. The main purpose of this big data project is to take advantage of the leakage trend of complex multivariate time series data to counter the network security problems in the real world.
3. Health status prediction
Its purpose is to predict health status through massive data sets. To complete this project, we need to create a machine learning model, which can accurately classify users according to their health attributes, so as to determine whether they have heart disease.
4. Cloud server anomaly detection
In this project, an anomaly detection method for streaming large data sets will be realized. This project will use two core algorithms-the state summarization algorithm and the new embedded arc hsmm (NAHSMM) to detect anomalies in the cloud server.
5. Big data job recruitment
For the human resources department of any company, recruitment is a challenging job. Here, we will create a big data project, which can analyze a large amount of data collected in real work published online.
In the era of digital economy, with the rapid development of big data, cloud computing and artificial intelligence, our life is undergoing deeper and deeper changes. Big data is regarded as "the new oil of the future" and plays an increasingly prominent role in economic construction and social life.
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