Data Science Bootcamp

Course Code:
AV220-DSB
Duration:
3 days
9:00am to 5.00pm
Location:
80 Jurong East Street 21 #04-04
Devan Nair Institute
Singapore 609607
Course Fees:
S$1,500 (excl of G.S.T)
2020 Course Dates
Dates available on request
None of the published dates will work for you? Speak to our training consultants for a private tuition arrangement or a closed door training.
Candidates will be assessed through Theory test, Practical test and reviews.

Course Overview

This 3 days training focuses on getting participants started with Data Science technologies. You will get acquainted with the Microsoft Azure Machine Learning studio, R studio, Jupyter Notebook, Spyder with Python for data science. This course includes real world usage of machine learning for regression, classification and product recommendations. Deeper courses are also available for each of these subtopics and product as extensions after attending this overview bootcamp.

Program Objectives

• Design Azure Machine Learning Experiments.

• Deploy Azure models.

• Implement R regression models.

• Design Python Data science experiments.

Course Outline

Module 1: Introduction to Machine Learning

Module 2: Introduction to Azure Machine

Module 3: Managing Datasets

Module 4: Building Azure Machine Learning

Module 5: Using Azure Machine Learning

Module 6: Introduction to R

Module 7: Variable types and data structures

Module 8: Base graphics system in R

Module 9: General linear regression

Module 10: Introduction to Python

Module 11: Datatypes

Module 12: Data Science Introduction

Click Here for full course Outline

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