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

Course CodeCourse Code

aitech

Duration Duration

21 hours (usually 3 days including breaks)

Overview Overview

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.

Course OutlineCourse Outline

  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

Bookings, Prices and EnquiriesBookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
Private Classroom
 
Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote
From £3900
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Private Remote
1 £3900
2 £2625
3 £2200
4 £1988
Public Classroom
From £4350
(107)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom
1 £4350
2 £2875
3 £2383
4 £2138
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
EdinburghMon, 2018-02-05 09:30£3900 / £5400
CambridgeMon, 2018-02-05 09:30£3900 / £4575
Birmingham Mon, 2018-02-05 09:30£3900 / £4875
Belfast City CentreTue, 2018-02-06 09:30£3900 / £4650
LiverpoolMon, 2018-02-12 09:30£3900 / £4950

Course Discounts

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