Advanced Big Data Specialization

The Big Data Hadoop certification training course is designed to give you an in-depth knowledge of the Big Data framework using Hadoop and Spark. In this hands-on Hadoop course, you will execute real-life, industry-based projects using Integrated Lab.

  • Course Overview
  • program highlights
  • Pre Requisites
  • Projects
  • Tools Covered
  • Career Centre
  • Syllabus
  • FAQ
 

 Program Highlights 

 

Why Choose Advanced Big Data Analytics Program?

 

 
Interactive learning anywhere

Attend online classes led by our top-notch faculty from anywhere in the world. Ask questions, engage with your peers.

 

 
Project Based Education

Apply data analysis techniques to solve real-world problems & build machine learning models to solve industry grade data problems

 

 
Specialize through our electives

Specialize from a variety of electives including Advanced Machine Learning, Data Analytics with R, Deep Learning etc.

 

 
Industry Focus

Choose projects from Ecommerce, BFSI, Telecom, Retail & become a domain specialist in the application of data science & machine learning.

 

 Projects 

Real world datasets from companies like Nike, Yelp, Amazon, Netflix etc. are provided to our students

 

Study of IPL data 

 

Process, transform, and analyse the data to find the winner for each season and the top 5 batsmen with maximum runs in each season and overall

 

Analysis of Zomato data

 

Zomato contains 9K+ rows of data with 21 variables on popular cuisines and best restaurants.

 

Evaluation of Amazon electronic product sales

 

Analyse product sales based on customers reviews and ratings.Amazon reviews contains 142.8 million rows of review data on popular products.

 

 

 Career Centre 

Exclusive Interview Preparation Guides, Career Support, Placement Opportunity and many more...!

 

Career Booster

Interview Preparation Guides,Extra sessions on cutting edge technologies

 

Real World Projects

Integrating real world projects to make your resume world class

 

Workshops

Exclusive Resume Workshop session by an expert.

 

Placement Opportunity

Post assessment, we provide jobs and internships to qualified students In Tech Mahindra*

 

 

 Program Highlights 

 

Why Choose Artificial Intelligence Foundation Program?

 

Interactive learning anywhere

Attend online classes led by our top-notch faculty from anywhere in the world. Ask questions, engage with your peers.

 

Project Based Education

Apply data analysis techniques to solve real-world problems & build machine learning models to solve industry grade data problems

 

Specialize through our electives

Specialize from a variety of electives including Advanced Machine Learning, Data Analytics with R, Deep Learning etc.

 

Industry Focus

Choose projects from Ecommerce, BFSI, Telecom, Retail & become a domain specialist in the application of data science & machine learning.

 

 Pre Requisites 

Professionals entering into Big Data Hadoop certification training should have a basic understanding of Core Java and SQL. If you wish to brush up your Core Java skills, Hatigen offers a complimentary self-paced course Java essentials for Hadoop when you enroll for this course.

 

 

 Projects 

Real world datasets from companies like Nike, Yelp, Amazon, Netflix etc. are provided to our students

 

Study of IPL data 

 

Process, transform, and analyse the data to find the winner for each season and the top 5 batsmen with maximum runs in each season and overall

 

Analysis of Zomato data

 

Zomato contains 9K+ rows of data with 21 variables on popular cuisines and best restaurants.

 

Evaluation of Amazon electronic product sales

 

Analyse product sales based on customers reviews and ratings.Amazon reviews contains 142.8 million rows of review data on popular products.

 

 Tools Covered 

 

 Career Centre 

Exclusive Interview Preparation Guides, Career Support, Placement Opportunity and many more...!

 

Career Booster

Interview Preparation Guides,Extra sessions on cutting edge technologies

 

Real World Projects

Integrating real world projects to make your resume world class

 

Workshops

Exclusive Resume Workshop session by an expert.

 

Placement Opportunity

Post assessment, we provide jobs and internships to qualified students In Tech Mahindra*

 

 

 Syllabus 

Week 1

Module 1: Introduction to Big Data

Module 2: Python Essentials - I

Week 2

Module 3: Python Essentials - II

Module 4: Introduction to Hadoop

Week 3

Module 5: Hadoop Architecture & Ecosystem

Module 6: Hadoop Distributed File System(HDFS)

Week 4

Module 7: Introduction to Map Reduce

Module 8: MapReduce Programming with Python

Week 5

Module 9: Apache Pig

Module 10: Apache Pig Hands - on

Week 6

Module 11: Apache Hive

Module 12: Apache Hive Hands - on

Week 7

Module 13: Integration of Hive and Pig using HCatalog

Spark

Week (8-13)

Week 8

Module 1: Programming with Scala-I

Module 2: Programming with Scala-II

Week 9

Module 3: Introduction to Apache Spark architecture

Module 04: Spark programming concepts

Week 10

Module 05: Spark Core programming

Module 06: Introduction to Spark SQL

Week 11

Module 07: Spark SQL hands-on

Module 08: Introduction to Apache kafka

Week 12

Module 09: Introduction to Spark Streaming

Module 10: Spark Streaming hands-on

Week 13

Module 11: Integration of kafka with spark

Module 12: Machine Learning with Spark MLlib

Module 13: Live Practice session

Data Analytics with Python

Week (14 - 18)

Week 14

Module 1: Data Science Introduction & Use Cases

Module 2: Python Basics: Basic Syntax, Data Structures/p>

Week 15

Module 3: Python Basics: Loops, If-elif statements, Functions, Exception Handling

Module 4: Statistics 1: Measures of central tendency, Population, Sample, Probability Distribution

Week 16

Module 5: Statistics 1: Normal and Binomial Distribution, Random Variable, Pictorial Representations

Module 6: Python Advanced: Numpy, Pandas

Week 17

Module 7: Python Advanced: Data Manipulation, Matplotlib

Module 8: Exploratory Data Analysis: Data Cleaning, Data Wrangling

Week 18

Module 9: Exploratory Data Analysis: Data Visualisation

Module 10: Exploratory Data Analysis: Case Study

Machine Learning

Week (19 -23)

Week 19

Module 1: ML Introduction & Use Cases

Module 2: Statistics 2 - Inferential Statistics

Week 20 & 21

Module 3: Linear Regression

Module 4: Logistic Regression

Module 5: Decision Trees, Random Forest

Module 6: Modelling Techniques (PCA, Feature Engineering)

Week 22 & 23

Module 7: KNN, Naive Bayes

Module 8: Support Vector Machines(SVM)

Module 9: Clustering, K-means

Module 10: Time Series Modelling

 

 FAQ 

Where and when do the classes takes place?

All the courses are instructor-led and take place online. The online interface lets you and the faculty have a two-way interaction. It’s as good as sitting in a physical classroom.

All classes take place over the weekends in the mornings. There’ll be one class of 2 to 2.5 hours on Saturdays and Sundays each. This means that you can now acquire in-demand skills without compromising on your schedule.

Can i watch recording of the trail sections before enrolling?

Yes, the recordings of the trial classes are uploaded.

What is the benefit of taking online instructor-led courses?

In physical classrooms, students generally feel hesitant to ask questions. If you miss any class or didn’t understand some concepts, you can’t go through the class again. However, in online courses, it’s possible to do that. We share the recordings of all our classes after each class with the student. Also, there’s no hassle of long distance commuting and disrupting your schedule.

what kind of projects will i be working on?

We believe that unless you implement the concepts studied in the classes, you are unable to join the dots and hence can’t see the entire picture. Our capstone projects let you apply the learned concepts to real-world data sets. You’ll be working on real-time data-sets (which can run in 100s of MBs or possibly in GBs!) which you get to choose from a variety of domains such as retail, finance, social media, healthcare, etc. These datasets have been curated from top sources such as World Bank, US Health Department, Carnegie Mellon, Stanford and many more.

Where & how will i practice?

You’ll get access to our virtual computing lab through the login credentials provided to you. The virtual machines will enable you to work on “Big Data” sets for your projects and practice hands-on too.

Do i get a certificate of completion or certification?

We provide certification of completion to students who attend at least 70% of the classes. After the course ends, we conduct a certification exam that evaluates them on the skills they have learnt. Certification from Hatigen is provided to only those who clear the exam. The exam is purely case-based and not even a single theory question is asked.

Do you provide career assistance?

We provide career workshops and industry immersion sessions to help you become ready for roles you are aspiring for. We also help you in resume review and interview preparation. If you diligently follow our advice, you should start getting interview calls as soon as you finish the course.

1
Hello
How can we Help You
Powered by