Artificial Intelligence - the most applied stuff - Data Analysis + Distributed AI + NLP Training Course

Nobleprog Limited

Course

In City Of London

Price on request

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Description

  • Type

    Course

  • Location

    City of london

This course is aimed at developers and data scientists who wish to understand and implement AI within their applications. Special focus is given to Data Analysis, Distributed AI and NLP.

Facilities

Location

Start date

City Of London (London)
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Token House, 11-12 Tokenhouse Yard, EC2R 7AS

Start date

On request

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Subjects

  • Algorithms
  • Data analysis
  • Artificial Intelligence
  • NLP

Course programme

  1. Distribution big data
    1. Data mining methods (training single systems + distributed prediction: traditional machine learning algorithms + Mapreduce distributed prediction)
    2. Apache Spark MLlib
  2. Recommendations and Advertising:
    1. Natural language
    2. Text clustering, text categorization (labeling), synonyms
    3. User profile restore, labeling system
    4. Recommended algorithms
    5. Insuring the accuracy of "lift" between and within categories
    6. How to create closed loops for recommendation algorithms
  3. Logical regression, RankingSVM,
  4. Feature recognition (deep learning and automatic feature recognition for graphics)
  5. Natural language
    1. Chinese word segmentation
    2. Theme model (text clustering)
    3. Text classification
    4. Extract keywords
    5. Semantic analysis, semantic parser, word2vec (vector to word)
    6. RNN long-term memory (TSTM) architecture

See related categories

Artificial Intelligence - the most applied stuff - Data Analysis + Distributed AI + NLP Training Course

Price on request

The best Analysis and Development courses

See all

See all