Definition of business index data, data maintenance, report development, online data monitoring/ analysis system construction
Analyze daily traffic and user behavior, optimize products and operations report on regular data analysis (contents include analysis of new functions/ module effects of APP (Analysis of large promotional activities, proposal of optimization of shopping mall sales, etc)
Mining core business data, summarizing user characteristics and behavior patterns, support further development of business
Extraction of important information of medical field texts/ extraction of semantic items/ shallow meaning understanding find solutions to traditional problems such as text field classification
Learning learn applications in the field of natural language processing, realizing an effective deep learning model
Construction of practical tools for various machine learning and taste data mining
Experience implementing more complex machine learning optimization algorithms such as random gradient descent
Eiken or skill of parallelization: Hadoop, Spark, MapReduce
Familiar with graphical models such as LDA
Familiar with NLP related applications: Named entity recognition, parsing, Semantic networks, knowledge bases etc
Familiar with deep learning and has experience in combat with CNN.RNN.
Experience applying ML/NLP to medical data and experience in image recognition direction
Work experience in Internet companies
Statistics, Information Processing
Familiarity with basic machine learning algorithms and concepts
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