Thank you for sending your enquiry! One of our team member will contact you shortly.
Thank you for sending your booking! One of our team member will contact you shortly.
Course Outline
- Distribution big data
- Data mining methods (training single systems + distributed prediction: traditional machine learning algorithms + Mapreduce distributed prediction)
- Apache Spark MLlib
- Recommendations and Advertising:
- Natural language
- Text clustering, text categorization (labeling), synonyms
- User profile restore, labeling system
- Recommended algorithms
- Insuring the accuracy of "lift" between and within categories
- How to create closed loops for recommendation algorithms
- Logical regression, RankingSVM,
- Feature recognition (deep learning and automatic feature recognition for graphics)
- Natural language
- Chinese word segmentation
- Theme model (text clustering)
- Text classification
- Extract keywords
- Semantic analysis, semantic parser, word2vec (vector to word)
- RNN long-term memory (TSTM) architecture
Testimonials
This is one of the best hands-on with exercises programming courses I have ever taken.
Laura Kahn
This is one of the best quality online trainings I have ever taken in my 13 year career. Keep up the great work!
Related Courses
NLP with Python and TextBlob
14 hours
Natural Language Processing (NLP)
21 hours
Apache Spark MLlib
35 hours
NLP with Deeplearning4j
14 hours
Python: Machine Learning with Text
21 hours
Text Summarization with Python
14 hours