$371.56 – $529.92

Dubai *Data Science Training | IT Training | Disruptive Technologies

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Location

Instructor Led Online | Video Conference

Dubai, Dubai

United Arab Emirates

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Refund Policy

Refund Policy

No Refunds

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Description

Video Conference Details

Will be sent after registration and payment


Course Overview

This Data Science course will help you gain expertise in Machine Learning Algorithms like K-Means

Clustering, Decision Trees, Random Forest, Naive Bayes using R. You'll learn the concepts of Statistics,

Time Series, Text Mining and an introduction to Deep Learning. You'll solve real life case studies on

Media, Healthcare, Social Media, Aviation, HR.


About this course

In this data science course, you will learn key concepts in data acquisition, preparation, exploration, and

visualization taught alongside practical application oriented examples such as how to build a cloud data

science solution using Machine Learning platform, or with R, and Python on Azure stack.


What you will learn in this course?

  • Explore the data science process
  • Probability and statistics in data science
  • Data exploration and visualization
  • Data ingestion, cleansing, and transformation
  • Introduction to machine learning
  • The hands-on elements of this course leverage a combination of R, Python, and Machine Learning


What are the pre-requisites?

  • Python programming knowledge
  • Basic machine learning knowledge (especially supervised learning)
  • Basic statistics knowledge (mean, variance, standard deviation, etc.)
  • Linear algebra (vectors, matrices, etc.)
  • Calculus (differentiation, integration, partial derivatives, etc.)


Course Outline

  • Data Preprocessing
  • Linear And Logistic Regression Models.
  • Decision Trees and Random Forest.
  • Naive Bayes and Support Vector Machine.
  • K-means and Hierarchical Clustering.
  • Natural Language Processing.
  • Artificial Neural Networks.
  • Convolutional Neural Network.


Training Dates

Begin December 18 and end on January 18, 2018

Times: Every week, Monday and thursday 7 - 9 PM each day.

Each session will be recorded and the recordings will be shared after each session with students


Refund Policy

1. There are no refunds.
2. If for any reason the course has not been taken, class is cancelled or rescheduled, the payment can be applied towards any future course by Omni212.


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Date and Time

Location

Instructor Led Online | Video Conference

Dubai, Dubai

United Arab Emirates

View Map

Refund Policy

No Refunds

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