Course information

Big Data Analytics & Data Science Integration Course Outline

Module 1: Big Data Analytics

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

Module 2: Data Analytics Lifecycle

  • Phases of Data Analytics Lifecycle
  • Discovery
  • Data Preparation
  • Model Planning
  • Model Building
  • Communicate Results
  • Operationalize

Module 3: Basic Data Analytic Methods Using R

  • R Programming Language
  • Evolution of R
  • Features of R
  • R Programming Language
  • Exploratory Data Analysis
  • Confirmatory Data Analysis
  • Statistical Methods for Evaluation
  • Regression
  • Classification

Module 4: Introduction to Clustering

  • Applications of Clustering
  • Marketing
  • Retail
  • Medical Science
  • Sociology

Module 5: Association Rules

  • Introduction
  • Apriori Algorithm
  • Applications of Association Rules
  • Validation and Testing

Module 6: Regression

  • Regression Analysis
  • Linear Regression
  • Logistic Regression

Module 7: Classification

  • Decision Tree
  • Decision Tree Example
  • Naïve Bayes

Module 8: Time Series Analysis

  • Introduction
  • Syntax

Module 9: Text Analysis

  • Introduction
  • Term Frequency – Inverse Document Frequency

Module 10: MapReduce and Hadoop

  • Big Data: Types of Big Data
  • Hadoop
  • Hadoop Architecture
  • NoSQL

Module 11: In-Database Analytics

  • In-Database Analytics
  • SQL Essentials
  • Advanced SQL

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Who should attend this Big Data Analytics & Data Science Integration Course? 

The Big Data Analytics & Data Science Integration Training Course in Louisville is designed to integrate the principles of Data Science with the tools and technologies needed to deal with Big Data. This course can benefit a wide range of professionals, including:

  • Data Scientists
  • Data Analysts
  • Software Engineers
  • Managers 
  • IT Professionals
  • Entrepreneurs
  • Business Analysts

Prerequisites of the Big Data Analytics & Data Science Integration Course

There are no formal prerequisites for this Big Data Analytics & Data Science Integration Training Course.

Big Data Analytics & Data Science Integration Course Overview

The Big Data Analytics & Data Science Integration Course in Louisville is designed to explore the synergy between Big Data Analytics and Data Science methodologies, providing a comprehensive understanding of their integration. Delegates will delve into the core concepts, tools, and techniques essential for extracting meaningful insights from vast datasets.

Proficiency in Big Data Analytics and Data Science is paramount for professionals aiming to drive data-driven decision-making within their organizations. Data Scientists, Analysts, IT professionals, and business strategists in Louisville should aspire to master this domain. This course is tailored for individuals seeking to elevate their skills in the realm of data analysis and interpretation.

This intensive 2-day training in Louisville offers delegates a unique opportunity to bridge the gap between Big Data Analytics and Data Science. Through hands-on workshops, real-world case studies, and interactive sessions, participants will acquire practical skills in data preprocessing, predictive modelling, and data visualisation. By the end of the training, delegates will be proficient in leveraging cutting-edge tools and extracting actionable insights from complex datasets.

Course Objectives:

  • To understand the fundamentals of Big Data Analytics and Data Science integration
  • To master data preprocessing techniques, including data cleaning and transformation
  • To explore advanced predictive modelling algorithms for accurate data analysis
  • To learn to extract insights from unstructured data using natural language processing
  • To understand the ethical considerations and challenges in Big Data Analytics

Upon completing the Big Data Analytics & Data Science Integration Course, delegates in Louisville will gain a comprehensive understanding of the synergy between Data Analytics and Data Science, allowing them to effectively bridge the gap between these two disciplines. This knowledge will empower them to tackle complex data-related challenges and excel in their roles in the ever-evolving field of data analysis and science.

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What’s included in this Big Data Analytics & Data Science Integration Course?

  • World-Class Training Sessions from Experienced Instructors   
  • Big Data Analytics & Data Science Integration Certificate
  • Digital Delegate Pack

Why choose us

Our Louisville venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Louisville has a population of over 620,000 making it the largest city in Kentucky and the 30th highest populous in the United States. The city is famous for holding the Kentucky Derby and the University of Louisville which specialises in healthcare. Some of the best places to visit in Louisville are: Churchill Downs, Slugger Museum and Factory, as well as the Muhammad Ali Center.

 

Louisville hosts many diverse companies crossing many different business sectors however it is best known for its shipping and cargo industries. The city is also heavily involved in healthcare and medical sciences and is the home to many advancements in heart surgery (some of the first artificial heart transplants were conducted in Louisville), hand surgery as well as cancer treatments.


There are six universities in Louisville that offer four year courses, these are the University of Louisville, Bellarmine University, Boyce College, Spalding University, Sullivan University and Simmons College of Kentucky.

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Address

MET Building
312 S. Fourth Street
Suite 700
Louisville
Kentucky
40202

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Big Data Analytics & Data Science Integration Training Course in Louisville. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Big Data Analytics & Data Science Integration Training Course in Louisville, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Big Data Analytics & Data Science Integration Training Course in Louisville FAQs

This course focuses on integrating Big Data Analytics and Data Science methodologies to derive insights from large datasets. It covers data processing, analysis, machine learning techniques, and data visualisation, using real-world scenarios to apply data science within a big data environment.
The Big Data Analytics & Data Science Integration Certification Course is ideal for Data Scientists, Data Analysts, IT Professionals, Engineers, Software Developers, Business Analysts, and professionals interested in improving their skills in Big Data Analytics and Data Science.
Topics include Big Data Architecture, Data Processing techniques, Machine Learning algorithms, Data Mining, Data Visualisation, Statistical Analysis, Predictive Modeling, and the integration of big data tools with data science practices.
There are no mandatory prerequisites for taking this Big Data Analytics & Data Science Integration Course. However, basic knowledge of programming (Python or R), statistics, and data analytics is recommended.
Yes, Data Analytics skills are in high demand across various industries. Completing this Data Analytics Course equips you with the expertise to analyse large datasets, make data-driven decisions, and enhance your career prospects in fields like IT, finance, healthcare, and marketing.
Yes, Big Data Analytics involves coding. Common languages used include Python, R, and SQL, as well as working with big data platforms like Hadoop or Spark to process and analyse large datasets.
While Python is not mandatory, it is highly recommended for Big Data Analytics due to its extensive libraries for data manipulation, machine learning, and data visualisation. Python is widely used in both big data and data science projects.
A Data Analyst needs strong analytical skills, proficiency in programming (Python, R, or SQL), knowledge of statistical techniques, data visualisation skills, familiarity with data processing tools, and the ability to interpret and present data insights effectively.
The Knowledge Academy provides flexible learning options, including Online Instructor-led, Online Self-paced, Classroom, and Onsite training. These options allow you to take this Big Data Analytics & Data Science Integration Course at your preferred pace, time, and location.
Course materials for this Big Data Analytics & Data Science Integration Course include lecture notes, access to big data and data science tools, datasets for hands-on practice, project guidelines, and supplementary reading materials.
This Big Data Analytics & Data Science Integration Course comes with a 2-day training session from experienced trainers, a digital delegate pack, and a certificate upon completion of the course.
This Big Data Analytics & Data Science Integration Course spans across 2 days. For self-paced courses, the duration may vary based on the learner's schedule, allowing flexibility to complete the training at their own pace.
Yes. The Knowledge Academy offers 24/7 support for delegates before, during, and after this Big Data Analytics & Data Science Integration Training. Should you encounter any difficulties accessing the course materials, our customer support team is available to assist and promptly resolve any issues you may encounter.
Common tools include Hadoop, Spark, Python (with libraries like Pandas, NumPy, and Scikit-learn), R, SQL, Tableau, and other big data processing and data visualisation tools.
After completing the Big Data Analytics & Data Science Integration Training, you can apply your skills in real-world projects, pursue certifications in specific big data tools or data science methods, or seek job opportunities in data science, analytics, or machine learning.
Yes, delegates will have access to Big Data Analytics & Data Science Integration course materials for 90 days after course completion, allowing them to review content, continue practicing, and refer back to resources as needed.
You will receive a Certificate of completion that validates your expertise in Big Data Analytics and Data Science integration. This certification can be added to your resume or LinkedIn profile to enhance your professional credentials.
To register for this course, please visit The Knowledge Academy’s Big Data Analytics & Data Science Integration Training course page, select your preferred dates from the Dates and Prices section, make the payment and avail the course materials.
After completing the training, delegates can pursue roles such as Data Analyst, Data Scientist, Big Data Engineer, Machine Learning Engineer, Business Intelligence Analyst, or Data Architect. These roles are in high demand across industries like technology, finance, healthcare, and marketing.
The Knowledge Academy offers globally recognised courses, expert trainers, flexible learning formats (online, in-person, and self-paced), and 24/7 support. This Big Data Analytics & Data Science Integration Training provides a comprehensive learning experience, preparing you for the exam and practical application in your career.
The training fees for Big Data Analytics & Data Science Integration Coursein Louisville starts from $3195
The Knowledge Academy is the Leading global training provider for Big Data Analytics & Data Science Integration Course.
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Why choose us

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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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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"

Joshua Davies, Thames Water

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