Certified Data Science Specialist

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Overview

Our lives are flooded by large amounts of information, but not all of them are useful data. Therefore it is essential for us to learn how to apply data science to every aspect of our daily life from personal finances, reading and lifestyle habits, to making informed business decisions. In this course you will learn how to leverage on data to ease life, or unlock new economic value for a business. This course is a hands-on guided course for you to learn the concepts, tools, and techniques that you need to begin learning data science. We will cover the key topics from data science to big data, and the processes of gathering, cleaning and handling data. This course has a good balance of theory and practical applications, and key concepts are taught using case study references. Upon completion, participants will be able to perform basic data handling tasks, collect and analyze data, and present them using industry standard tools.

Who Should Attend

This workshop is intended for individuals who are interested in learning data science, or who want to begin their career as a data scientist.

Prerequisites

All participants should have basic understanding of data, relations, and basic knowledge of mathematics.

Course Outline

  • Introduction to Data Science
  • Data Science Workflow
  • Life of a data scientist
  • Data Gathering
  • Data Science Prerequisites
  • Beginning Databases
  • Structured Query Language (SQL)
  • Introduction to Python
  • Data Preparation and Cleansing
  • Introduction to R
  • Exploratory Data Analysis (Descriptive)
  • Data Quality
  • Machine Learning (Predictive)
  • Introduction to Text Mining
  • Supervised, Unsupervised, and Semi-supervised Learning
  • Data Visualization
  • Big Data Landscape
  • Data Analysis Presentation
  • Big data Tools and Applications

Course Summary

Class Duration
40 Hrs (2 1/2 months)
Faculty
Technology
Level
Advance
Entry Requirements
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We show our students that there are no barriers to their success. There are opportunities waiting for you right here at AIMS because we understand that your ambition will only keep growing. Just like our passion for excellence.

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