Machine Learning and Big Data

Machine Learning and Big Data Course

The course is meant for those who are interested in learning about Machine Learning and Big Data. In this 24-hour course, not only you will learn some of the fundamentals of data science you would also learn some of the most useful tools that are used in the field such as Hive and Spark. Please see the detailed syllabus.

Schedule

Days till Start
Mondays 6 to 8 PM, NOVEMBER 2018

Instructor

Tanaby Z. Mofrad, Senior Data Scientist, Scotia Bank

Pre-requisites

Intermediate Python programming and Statistics

Syllabus

  • Types of learning
  • Support Vector Machines
  • MLP

Required Statistical Background

Some background on optimization, regularization and loss functions. Bayesian rules. Gaussian approximations, normality tests, model order selection, principal component analysis, etc.

  • RNN
  • LSTM
  • Spark Architecture & basic concepts: RDD, Dataframes and operations
  • ML-Lib in spark for machine learning
  • BIG Query
  • Database management
  • Google Cloud

Fees*

$2400

$1488

(38% off for registers before November 24th, 2018)

*Fees listed do not include HST. Final fee will include HST.

Register

Registration is now open for our Machine Learning and Big Data Course starting in Spring, 2019.

Click the button below to register today.

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