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Big Data Analytics & Data Science Integration Course - Australia

Key points about this course


Duration: 2 Days*

Support: 24/7

Dates & Prices Enquire
  • Gain in-depth knowledge of Big Data Analytics.
  • Understand the Term Frequency – Inverse Document Frequency (TFIDF).
  • Learn the various advanced analytical theory and methods.

Available delivery methods for this course

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Classroom

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Live Virtual

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Online

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In-house

Course Information

Big Data Analytics & Data Science Integration Course Overview

Data Science is a combination of programming, analytical, and business skills that enable the review, analysis and extraction of meaningful insights from raw data. Big Data creates new opportunities for organisations to derive insights and generate competitive advantage from information.

This Big Data Analytics and Data Science Integration course will help delegates to gain expertise in using Big Data and Data Science related technologies. It provides delegates with in-depth knowledge of how to design, develop and deploy data science and big data applications in the real world. Topics covered include the Data Analytics Lifecycle, Regression, Classification, Text Analysis and Database Analytics.

Big Data Analytics & Data Science Integration Course Outline

Module 1: Big Data Analytics - Introduction

  • Big Data Overview
  • State of Practice in Analytics
  • Main Roles for New Big Data Ecosystem

Module 2: Data Analytics Lifecycle

  • Overview of Data Analytics Lifecycle
  • Phase 1 – Discovery
  • Phase 2 – Data Preparation
  • Phase 3 – Model Planning
  • Phase 4 – Model Building
  • Phase 5 – Communicate Results
  • Phase 6 - Operationalise

Module 3: Basic Data Analytic Methods Using R

  • Introduction to R
  • Exploratory Data Analysis
  • Statistical Methods for Evaluation

Module 4: Introduction to Clustering

Module 5: Association Rules

  • Apriori Algorithm
  • Evaluation of Candidate Rules
  • Applications of Association Rules
  • Validation and Testing
  • Diagnostics

Module 6: Regression

  • Linear Regression
  • Logistic Regression

Module 7: Classification

  • Decision Trees
  • Naïve Bayes
  • Diagnostics of Classifiers

Module 8: Time Series Analysis

Module 9: Text Analysis

  • Steps of Text Analysis
  • Collecting Raw Text
  • Representing Text
  • Term Frequency – Inverse Document Frequency (TFIDF)

Module 10: MapReduce and Hadoop

  • Analytics for Unstructured Data
  • The Hadoop Ecosystem
  • NoSQL

Module 11: In-Database Analytics

  • SQL Essentials
  • In-Database Text Analysis
  • Advanced SQL

Audience

Anybody wishing to pursue a career in Big Data and Data Science can attend this course. This course is well-suited for:

  • Business Analyst
  • Data Analysts
  • Database Professionals
  • Business Intelligence Managers
  • Graduates who wish to build a career in data science

Prerequisites

No prerequisites are required for this course.

Please arrive at the venue at 8:45am.
No prerequisites are required for this course.
Anybody wishing to pursue a career in Big Data and Data Science can attend this course. This course is well-suited for: Business Analyst Data Analysts Database Professionals Business Intelligence Managers Graduates who wish to build a career in data science
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The price for Big Data Analytics & Data Science Integration Course certification in Australia starts from $
The Knowledge Academy is the Leading global training provider in the world for Big Data Analytics & Data Science Integration Course.

What's Included

Anybody wishing to pursue a career in Big Data and Data Science can attend this course. This course is well-suited for:

  • Business Analyst
  • Data Analysts
  • Database Professionals
  • Business Intelligence Managers
  • Graduates who wish to build a career in data science

Key points about this course


Duration: 2 Days*

Support: 24/7

View dates & prices

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Big Data Analytics & Data Science Integration Course Dates & Prices

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Canberra
Thu 16th Jan 2020
Places available
$3295
Thu 16th Jan 2020
Places available
$3295
Adelaide
Thu 16th Jan 2020
Places available
$3695
Perth
Thu 16th Jan 2020
Places available
$3695
Brisbane
Thu 16th Jan 2020
Places available
$3695
Sydney
Thu 16th Jan 2020
Places available
$3295
Melbourne
Thu 16th Jan 2020
Places available
$3295
Thu 13th Feb 2020
Places available
$3295
Thu 12th Mar 2020
Places available
$3295
Brisbane
Thu 19th Mar 2020
Places available
$3695
Sydney
Thu 19th Mar 2020
Places available
$3295
Melbourne
Thu 19th Mar 2020
Places available
$3295
Canberra
Thu 19th Mar 2020
Places available
$3295
Adelaide
Thu 19th Mar 2020
Places available
$3695
Perth
Thu 19th Mar 2020
Places available
$3695
Thu 16th Apr 2020
Places available
$3295
Thu 14th May 2020
Places available
$3295
Brisbane
Thu 21st May 2020
Places available
$3695
Sydney
Thu 21st May 2020
Places available
$3295
Melbourne
Thu 21st May 2020
Places available
$3295
Canberra
Thu 21st May 2020
Places available
$3295
Adelaide
Thu 21st May 2020
Places available
$3695
Perth
Thu 21st May 2020
Places available
$3695
Thu 11th Jun 2020
Places available
$3295
Thu 9th Jul 2020
Places available
$3295
Canberra
Thu 16th Jul 2020
Places available
$3295
Adelaide
Thu 16th Jul 2020
Places available
$3695
Perth
Thu 16th Jul 2020
Places available
$3695
Brisbane
Thu 16th Jul 2020
Places available
$3695
Sydney
Thu 16th Jul 2020
Places available
$3295
Melbourne
Thu 16th Jul 2020
Places available
$3295
Thu 13th Aug 2020
Places available
$3295
Thu 10th Sep 2020
Places available
$3295
Perth
Thu 17th Sep 2020
Places available
$3695
Canberra
Thu 17th Sep 2020
Places available
$3295
Adelaide
Thu 17th Sep 2020
Places available
$3695
Brisbane
Thu 17th Sep 2020
Places available
$3695
Sydney
Thu 17th Sep 2020
Places available
$3295
Melbourne
Thu 17th Sep 2020
Places available
$3295
Thu 8th Oct 2020
Places available
$3295
Thu 12th Nov 2020
Places available
$3295
Brisbane
Thu 19th Nov 2020
Places available
$3695
Sydney
Thu 19th Nov 2020
Places available
$3295
Melbourne
Thu 19th Nov 2020
Places available
$3295
Perth
Thu 19th Nov 2020
Places available
$3695
Canberra
Thu 19th Nov 2020
Places available
$3295
Adelaide
Thu 19th Nov 2020
Places available
$3695
Thu 10th Dec 2020
Places available
$3295

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Key points about this course


Duration: 2 Days*

Support: 24/7


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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

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