Name: Certified Data Science Practitioner (CDSP)
Start: 2024-11-18T00:00:00+00:00
End: 2024-11-22T00:00:00+00:00
Location: Dubai - UAE

Course Schedule

Date	Venue	Fees
20 - 24 Nov 2023	Dubai - UAE	$5,950
13 - 17 May 2024	London - UK	$5,950
18 - 22 Nov 2024	Dubai - UAE	$5,950

Course Description

Introduction

For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it's headed. Not only can data reveal insights, it can also inform—by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. In other words, the business world needs data science practitioners. This GLOMACS Certified Data Science Practitioner training course will enable you to bring value to the business by putting data science concepts into practice. This training course includes hands on activities for each topic area.

Objectives

In this Certified Data Science Practitioner training course, you will implement data science techniques in order to address business issues.

You will:

Use data science principles to address business issues.
Apply the extract, transform, and load (ETL) process to prepare datasets.
Use multiple techniques to analyze data and extract valuable insights.
Design a machine learning approach to address business issues.
Train, tune, and evaluate classification models.
Train, tune, and evaluate regression and forecasting models.
Train, tune, and evaluate clustering models.
Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance.

Who Should Attend?

This GLOMACS Certified Data Science Practitioner training course is designed for business professionals who leverage data to address business issues. The typical participant in this training course will have several years of experience with computing technology, including some aptitude in computer programming.

However, there is not necessarily a single organizational role that this training course targets. A prospective participant might be a programmer looking to expand their knowledge of how to guide business decisions by collecting, wrangling, analyzing, and manipulating data through code; or a data analyst with a background in applied math and statistics who wants to take their skills to the next level; or any number of other data driven situations.

Ultimately, the target participant is someone who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issues, thereby bringing greater value to the business.

This Certified Data Science Practitioner training course is also designed to assist participants in preparing for the CertNexus® Certified Data Science Practitioner (CDSP) (Exam DSP-110) certification.

Course Outline

DAY 1

Addressing Business Issues with Data Science

Initiate a data science project
Formulate a data science problem

Extracting, Transforming, and Loading Data

Extract data
Transform data
Load data

DAY 2

Analyzing Data

Examine data
Explore the underlying distribution of data
Use visualizations to analyze data
Preprocess data

DAY 3

Designing a Machine Learning Approach

Identify machine learning concepts
Test a hypothesis

Developing Classification Models

Train and tune classification models
Evaluate classification models

DAY 4

Developing Regression Models

Train and tune regression models
Evaluate regression models

Developing Clustering Models

Train and tune clustering models
Evaluate clustering models

DAY 5

Finalizing a Data Science Project

Communicate results to stakeholders
Demonstrate models in a web app
Implement and test production pipelines

Providers and Associations

In Association With

PetroKnowledge

Our collaboration with Petroknowledge aims to provide the best training services and benefits for our valued clients

Visit website

KC Academy

Our collaboration with KC Academy aims to provide the best training services and benefits for our valued clients

Visit website

Options & Brochure

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Enquire about the Course

Run this Course In-House

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Certified Data Science Practitioner (CDSP)

Upcoming Dates

Code

Date

Venue

Fees

AN037

20 - 24 Nov 2023

Dubai - UAE

$5,950

AN037

13 - 17 May 2024

London - UK

$5,950

AN037

18 - 22 Nov 2024

Dubai - UAE

$5,950

Introduction

Objectives

In this Certified Data Science Practitioner training course, you will implement data science techniques in order to address business issues.

You will:

Use data science principles to address business issues.
Apply the extract, transform, and load (ETL) process to prepare datasets.
Use multiple techniques to analyze data and extract valuable insights.
Design a machine learning approach to address business issues.
Train, tune, and evaluate classification models.
Train, tune, and evaluate regression and forecasting models.
Train, tune, and evaluate clustering models.
Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance.

Who Should Attend?

SEMINAR OUTLINE

DAY 1

Addressing Business Issues with Data Science

Initiate a data science project
Formulate a data science problem

Extracting, Transforming, and Loading Data

Extract data
Transform data
Load data

DAY 2

Analyzing Data

Examine data
Explore the underlying distribution of data
Use visualizations to analyze data
Preprocess data

DAY 3

Designing a Machine Learning Approach

Identify machine learning concepts
Test a hypothesis

Developing Classification Models

Train and tune classification models
Evaluate classification models

DAY 4

Developing Regression Models

Train and tune regression models
Evaluate regression models

Developing Clustering Models

Train and tune clustering models
Evaluate clustering models

DAY 5

Finalizing a Data Science Project

Communicate results to stakeholders
Demonstrate models in a web app
Implement and test production pipelines

In Association With

PetroKnowledge

Our collaboration with Petroknowledge aims to provide the best training services and benefits for our valued clients

KC Academy

Our collaboration with KC Academy aims to provide the best training services and benefits for our valued clients

© 2023. Material published by GLOMACS shown here is copyrighted.
All rights reserved. Any unauthorized copying, distribution, use, dissemination, downloading, storing (in any medium), transmission, reproduction or reliance in whole or any part of this course outline is prohibited and will constitute an infringement of copyright.

P.O. Box 74653, Dubai, United Arab Emirates
Tel : +971 - 04 - 425 0700, Fax : +971 (04) 425 0701, Email : info@glomacs.com

An Interactive 5-Day Training Course

Certified Data Science Practitioner (CDSP)

Introduction

Objectives

Who Should Attend?

DAY 1

Addressing Business Issues with Data Science

Extracting, Transforming, and Loading Data

DAY 2

Analyzing Data

DAY 3

Designing a Machine Learning Approach

Developing Classification Models

DAY 4

Developing Regression Models

Developing Clustering Models

DAY 5

Finalizing a Data Science Project

In Association With