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Big Data Certification Program

11000.00 INR 20000.00 INR

Big Data Certification Program

Course Information

According to recent research, 97.2% invested in Big Data. Like any other data, the crucial information is that less than half of the investors got their money's worth. The missing detail that led to these results is the lack of a certified Big Data professional with skills in Apache, Panda, Machine Learning, and other in-demand skills. Our experts, to fill this skill gap, designed this certification offers. The curriculum flow is set in a way that starts by teaching the prerequisites and forwarding in the advanced skills.

From Healthcare to data marketing, Big Data professionals, across the globe got significant results to any organization that leveraged it. Learn these skills updated according to the latest trends and patterns observed in this industry.

Suitable For

Since learning has no limit, anyone can enroll in this Certification. It is specifically helpful for those who are:

  • Looking to expand their career in data analysis, visualization, deep learning, machine learning, artificial intelligence, and more.
  • Professionals seeking to learn the current skills and improve their basic skills
  • Students interested in Big Data, data structures, and other relevant fields like DevOps as a career
  • Professionals attain a competitive edge in their respective careers by learning these skills.
  • Individuals and tech enthusiasts

Scope

  • The Big Data industry is expanding twice its size in the next five years.
  • Research suggests that the opportunities related to data are one of the fastest-growing and will see a steady rise as per the demand.
  • Every industry is looking to leverage big data in some or another way, creating a huge demand for professionals with industry-standard skills.
  • New technologies like quantum computing and blockchain are integrating Big Data.
  • According to Glassdoor, these professionals can earn up to $131,892 a year with the right skills.

    Course Content

  • Big Data Crash Course

    Overview

    Environment Setup

    Getting Started with Big Data Journey

    Hadoop Filesystem

    Distributed Processing using MapReduce and Beyond

    Data Persistence in Big Database

    Data Ingestion using Sqoop

    Data Analysis using Hive & Impala

    Data Processing using Spark

    Streaming Events through Kafka

    Building Dataflows using Nifi

    Epilogue

  • Big Data Hadoop Course

    BIG DATA

    HADOOP

    MAP REDUCE

    YARN

    APACHE HIVE

    APACHE PIG

    IMPALA

    SQOOP

    ZOO KEEPER

  • Python Course - Learn Python from scratch

    Introduction

    DataTypes

    Taking an Input

    List

    Tuples

    Functions

    If Condition

    While Loop

    For Loops

    Comments

    Try & Except

    Dealing with files

  • SQL Course for Beginners

    Introduction

    Practice different SQL Statements, Clauses, Keywords and Operators

    MySQL Built-in Functions

    Practicing SQL on MySQL

    Set Operators

    Sub Queries and Other Advanced Concepts

    Integrity Constraints and other advanced concepts

    JDBC and ODBC

    Client Tools and other topics

    Using MySQL In Linux Machine and Putty Software

    Oracle SQL

    Other Tools for SQL

    Interview Questions

  • Statistics for Data Analysts and Scientists

    Introduction

    Course Resources

    Understanding Inferential Statistics

    Chi Square Test of Independence

    One Sample t-test

    Independent Sample t-test

    Dependent (Paired) Sample t-test

    Correlation Analysis

    Simple Linear Regression

    Multiple Linear Regression

    One Way Analysis of Variance

  • Unix Linux Commands with basic shell scripting

    Introduction to Linux/Unix : Basic Commands

    Important tools of Unix : cut, find , grep, xargs , redirection and pipe

    Basic Shell scripting for automation and crontab for task scheduling

  • Big Data and Hadoop Online Training

    Big Data Overview

    Hadoop Overview

    Hadoop Environment Setup

    Hadoop HDFS

    Hadoop MapReduce

    Introduction To HBase

    Introduction to Hive

    Introduction To Pig

    Introduction to Spark

    Introduction To Oozie

  • Project on Hadoop - Analyze Loan Dataset using PIG/MapReduce

    Introduction

    Average Risk

    Implementation and Execution in Hadoop

  • Apache Flume Course

    Apache Flume

  • The Complete Dummies Guide for MongoDB and NoSQL Databases

    Course Introduction and Table of Contents

    Introduction to DB and DBMS

    Introduction to SQL and NoSQL

    Introduction to Mongo DB

    Installing MongoDB Server

    Basic Database Commands

    Collections Basics

    Introduction to JSON and BSON formats

    CRUD Operations - Create

    CRUD Operations - Insert One

    CRUD Operations - Insert Many

    CRUD Operations - Read using Find

    CRUD Operations - Update one and many

    CRUD Operations - Find and Modify

    CRUD Operations - Delete One and Delete Many

    Bulk Write Operations

    MongoDB Operators - Creating a nice collection

    Equal Not Equal Operators

    Less Than Greater Than Operators

    AND OR NOR Operators

    IN and NOT IN Operators

    Projection Operation

    Limit Skip and Sort

    Index and Search

    Document Atomicity

    Regular Expression Search

    Cursors in MongoDB

    Aggregation Introduction and Single Purpose Aggregation

    Agregation Pipeline Introduction and Simple Example

    Agregation Pipeline Extensive Example and Refrence

    Further Reference - MongoDB Official Documentation Ebook

    Query Source Text File Download

  • IBM Cloudant - NoSQL Database

    Introduction

    Fundamentals

    Cloudant Options

    Database Replication

    Indexes and Queries

  • Apache Spark with Scala Course - Hands On with Big Data

    Introducing Big Data

    Apache Spark :Platforms

    Apache Spark

    Scala

  • Apache Storm Course

    History

    Features

    Installation

    Concepts

    Java Installation

  • Apache Kafka for Distributed Systems

    Intoduction

    Installing Kafka

    Kafka essentials (Brokers, Topics and Partitions)

    Kafka Producer Essentials

    Kafka Consumer and Consumer Groups Essentials

    Advanced Kafka

    Communication Strategies

    Hands-on Producers using .NET and Apache Kafka

    Hands-on Consumers using .NET and Apache Kafka

    Resource Files

  • APACHE FLINK: HOW TO Learn From Scratch

    Intro

  • Data Analysis 101

    Data Analysis 101

  • Data Manipulation in Python: Python, Numpy & Pandas Course

    Python Quick Refresher (Optional)

    Essential Python Libraries for Data Science

    Fundamental NumPy Properties

    Mathematics for Data Science

    Python Pandas DataFrames & Series

    Data Cleaning

    Data Visualization using Python

    Exploratory Data Analysis

    Time Series in Python

  • Graphics in R: Data Visualization and Data Analysis with R

    Course Introduction

    R and R Studio set up

    Download all the r scripts used!

    R for Beginners: Data structures crash

    Introduction to factors in R

    Importing data into r with tidyverse package

    data analysis, transformation and manipulation

    merging with merge() function

    reshape package in r: melting and casting

    tidyr package: gather and spread function

    dplyr package

    Graphics in R: Beginner Level

    Data visualization in r: Beginner level

    Beginner Project: Financial Budget Analysis

    Beginner Project: Billionaires Analysis

    Intermediate Data Visualization & Graphics with GGPLOT 2

    ggplot2 package: qplot function in action!

    ggplot2: ggplot() function in action!

    ggplot2 project: Billionaires Analysis with ggplot2 package

    Lattice Package

    Lattice Package project: Home Loan Approvals Visualization project

    Going Further with Data Visualizations

    ggplot2 scales & guides

    faceting with ggplot2

    ggplot2 themes

    Credit Card Approvals Visualization Project

    Interactive r plots ggvis package from shiny

    Supermarket Sales Visualization Project

    3d scatter plots in r

  • Master Data Visualization with Tableau

    Introduction

    Getting Started with Tableau

    Converting Measures to Dimension and vice versa

    Dual Axis Chart

    Creating an Analytics Dashboard

    Adding Filters

    Calculated Field

  • Data Visualization using MatPlotLib & Seaborn

    Data Visualization using MatPlotLib & Seaborn

  • Mastering Machine Learning with Python

    Basics of matrices

    Hypothesis Testing

    Decision Tree

    Random Forest

    KNN

    SVM

    Naive Bayes

    Unsupervised Learning

    K-Means

    TSA

    PCA

    NLP

    ANN

    RNN

    Walthrough to NLP

    Open CV - Part 1

    Scikit Learn

    Quiz Section

  • Machine Learning with R by GreyCampus

    Machine Learning With R

    Quiz Section

  • Apache Spark Machine Learning Project (House Sale Price Prediction)

    Introduction

    Project Begins

  • Deep Learning Course

    Introduction

    Neural Network

    Function

    Tensorflow

    Implementation of Sequential Model

  • Deep Learning With Tensorflow

    Deep Learning with Tensorflow

  • Big Data Analytics Using Hive In Hadoop

    Introduction

    Hive

    Sqoop

  • Data Warehouse and ETL Testing Course

    Welcome to the Course

    Computer Basics

    Operating Systems

    Installation

    Linux

    SQL

    Data Warehouse

    Testing

    Jira

    ETL Testing

    ETL Testing Project-MySQL

    ETL Testing Project-SQL Server

  • Cloud Computing Basics

    Cloud Computing Basics

    Cloud Computing Deep-dive

    Cloud Computing Terms

    Cloud Computing Importance

  • Docker and Kubernetes Basics - Hands On DevOps Course

    Introduction to Docker (Theory)

    Docker Installation

    Docker CMDLINE

    Docker Miscellaneous

    docker network : 5.1

    Docker Compose and Portainer

    docker-swarm

    Introduction to GKE

    Bonus Lecture : Podman

    Docker Quiz

  • Docker for the Absolute Beginners

    Introduction

    Docker Commands

    Docker Run

    Docker Images

    Docker Compose

    Docker Registry

    Docker Engine, Storage and Networking

    Docker on Mac & Windows

    Container Orchestration - Docker Swarm & Kubernetes

    Conclusion

  • Big Data Analytics EBook

  • Big Data and Hadoop

Tools to Master

Apache Kafka Apache Kafka
Apache Spark Apache Spark
Amazon AWS Amazon AWS
Microsoft Azure Microsoft Azure

Course Certification

Use your Certification to demonstrate expertise and advance your career. Earn big by mastering technology as a whole.

Online Course Certification

Authors

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