Data Science Introductory Training
There is great demand for professionals who can turn data analysis into competitive advantage for their organizations. This learning path will train you to use development frameworks such as Hadoop, Spark & R to process huge amounts of data and thrive in your big data career. The field of data science begins with understanding and working with the core technology frameworks used for analyzing big data. You’ll learn the developmental and programming frameworks Hadoop and Spark used to process massive amounts of data in a distributed computing environment.
- 2 Days Workshop
- Completion Certificate awarded by GKK
- BASED ON REQUEST
- Please contact us directly for more details
DAY1
Introduction to Data Science
What is Data?
Types of Data
What is Data Science?
Knowledge Check
Lab Activity
Data Science Workflow
Data Gathering
Data Preparation & Cleansing
Data Analysis – Descriptive, Predictive & Prescriptive
Data Visualisation & Model
Deployment
Knowledge Check
Life of Data Scientist
What is a Data Scientist
Data Scientist Roles
What Does a Data Scientist Look Like?
T-Shaped Skillset
Data Scientist Roadmap
Data Scientist Education Framework
Thinking like a Data Scientist
Knowns & Unknowns
Demand & Opportunity
Labour Market
Applications of Data Science
Data Science Principles
Data-Driven Organisation
Developing Data Products
Knowledge Check
Data Gathering
Obtaining Data from Online Repositories
Importing Data from Local File Formats (json, xml)
Importing Data Using Web API
Scraping Website for Data
Knowledge Check
DAY2
Data Science Prerequisites
Probability and Statistics
Linear Algebra
Calculus
Combinatorics
Programming
Beginning Databases
Types of Databases
Relational Databases
NoSQL
Hybrid Databases
Lab Activity
Structured Query Language (SQL)
Performing CRUD (Create, Retrieve, Update, Delete)
Designing a Real World Database
Normalising a Table
Knowledge Check
Lab Activity
Introduction to Phyton
Basics of Python Language
Functions and Packages
Python Lists
Functional Programming in Python
Numpy & Scipy
iPython
Knowledge Check
Lab Activity: Exploring Data Using Python
What are the course objectives?
Who should take the course?
- Software developers
- IT managers
- Service management professionals
- Technology Managers
Who is your trainer for the program?
We offer the following options:
- Cash
- HRDF Claimable
- Maybank Ezpay (Up to 24 months @ 0% Interest)
- CIMB Easy Pay (Up to 12 months @ 0% Interest)
- Cash Installment (Case by case basis)