Applied Data Science

Duration

4 days

Target Group

This course caters to those with experience in Data Science and have intentions of becoming full-fledged Data Scientists. Participants should have knowledge in Python or R and are recommended to have completed the course in Applied Data Analytics.

Course Objectives

Participants will develop a deep and profound understanding of Big Data Analytics (BDA) and the data science lifecycle, and be able to develop predictive models and recommendation engines.

Course Outline

Data Science Overview
Data Science Lifecycle
Data Acquisition and Cleansing
Data Analysis and Statistical Methods

Introduction to Machine Learning
Introduction to Spark and MLLib
Predictive Modeling
(Linear Regression, Clustering,
Decision Tree, Random Forests)

Building a Recommender System
Model Evaluation
Creating Simulation Models and What-If

Natural Language Processing
Sentiment Analysis
Geo-Clustering Analysis
Graph Analysis

Location

Level 12, Tower A, Plaza 33, 1 Jalan Kemajuan, Section 13, 46200 Petaling Jaya, Selangor, Malaysia

Course Fee

Early Bird Price at RM5,200

Full price at RM5,800

Early bird registration closes 1 month before class date

This course is HRDF (Human Resources Development Fund) claimable

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We understand the world of Big Data Analytics can be a big place. Let us be your guide.

Applied Data Science

Applied Data Science

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