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Data Engineering Certification Program

11000.00 INR 20000.00 INR

Data Engineering Certification Program

Course Information

Establish a career in the upcoming and promising field of Data Engineering. This emerging field faces a talent gap of 2.9 million globally. Bridge the skill gap and become competent in the future of this industry by learning and mastering the skills taught by industry experts. Get started and learn from the prerequisites, practically.

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 Engineering.
  • Professionals seeking to learn the current skills and improve their basic skills
  • Students interested in Data Engineering or other data-related fields as a career
  • Professionals attain a competitive edge in their respective careers by learning these skills.
  • Individuals and tech enthusiasts

Scope

  • Data growth may soar to 491 Zettabytes by 2027
  • 94% Integration occurred in cloud adoption
  • 75% of organizations are set to integrate AI
  • Up to $15 million are lost each year due to poor data quality
  • Big Data market is expected to reach $274.3 Billion

    Course Content

  • The Complete Python Bootcamp - Automate Anything!

    Introduction

    Installation & Set Up

    Things to know before we get started!

    Numbers

    Strings

    Lists

    Dictionaries

    Tuples

    Sets

    Control Flow

    Loops

    Functions

    Adding interaction with input

    Project 1 - Number guessing Game

    Project 2 - Shopping list

    Project 3 - Fitness App

    Project 4 - Rock, Paper, Scissors

    Project 5 - Hangman

    Project 6 - Noughts & Crosses

    Object Oriented Programming

    Modules and Packages

    Errors and exceptions handling

    The Las Vegas Casino Project - 21

    Python Decorators

    Python Generators

    Introduction to Web Scraping with Python

    Creating a User Interface - Introducing TKinter

    Restaurant Management System Project

    EXTRA SECTION - Creating Dashboards using Plotly and Dash

    Working with Databases, CSV files and PDF files

    The Collections Module

    Regular Expressions (regex)

    Timing your Python Code

    Congratulations

  • Java Masterclass: The Ultimate Beginner's Course

    Basics

    Operators

    Conditional Statements

    Loops

    Functions

    Arrays

    Strings

    OOPS

  • RDBMS-SQL course

    Welcome to course

    Installation Video

    RDBMS

    SQL

  • 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

  • Data Structures & Algorithms In Java with 130 Leetcode Problems

    Algorithm Analysis

    Arrays and Techniques Based On Arrays

    sorting

    Hash Table

    Stacks

    Binary Search

    Sliding Window

    Linked Lists

    Queue

    Trees

    Heaps

    binary search tree

    Dynamic Programming

    Graphs

    Greedy Algorithms

    Backtracking

  • Data Modeling Course: Zero To Hero

    Introduction

    Fundamentals Of Database Concepts

    Conceptual_Logical_Physical_Modeling

    Database Constraints and Anomalies

    Normalization

    Relational Modeling(OLTP) Dimensional Modeling(OLAP)

    Case Study 1 : Data Modeling for Naukri like Job Portals

    Case Study 2 : Data Modeling for Social Media

    Case Study 3: Data Modeling for Matrimonial Sites

    Data Modeling Interview Question

  • Talend

    Introduction to our Talend Course

    Resource - Installation of Free Talend, PostgreSQL, Notepad++, Java

    Talend Studio Tour

    Import/Export jobs in Talend

    Reading the data from files (Extract)

    Reading the data from Databse (Extract)

    Process the Data (Transformation) - Processing components

    Load the data (Load)

    File Management Components

    Processing Components

    DataBase Components

    Orchestrating Components

    Custom code, System Component

    Everything about Context variable, how to load from Talend or external file/DB

    Logs & Errors Component

    Miscellaneous Components

    AWS components

    SQL

    Datawarehousing Concepts

    Slowly Changing Dimension - SCD

    Talend Management Console - Enterprise Talend Cloud

  • Learn Azure data factory and AWS GLUE (ETL)

    Introduction

    DEMO PROJECT

    AWS GLUE

    AWS (ATHENA)

    ADF (COPY & DELETE activities)

    ADF ( SQL TO BLOB)

    ADF (CSV file to SQL table data pipeline)

    ADF (TRANSFORMATION)

    ADF (INCREMENTAL LOAD)

    ADF (Parameterization )

    ADF( SCD TYPE-1 & SCD TYPE 2)

    ADF (FAILURE)

    SQL

  • Hadoop Administration: An easy way to become a Hadoop Admin

    Mod0-GiveAways

    Mod1-Introduction of Hadoop Administration

    Mod2-Hadoop Architecture And MapReduce

    Mod3-Hadoop Cluster Planning And Management

    Mod4-Hadoop Cluster Administration, Backup, Recovery And Maintenance

    Mod5-Managing Resources And Scheduling

    Mod6-HDFS Federation and High Availability

    Mod7-Cloudera Setup And Performance Tuning

    Mod8-Security : Kerberos

  • Apache Hive for Data Engineers (Hands On)

    Introduction

    Installing Apache Hive on Ubuntu (Linux) Machine

    Hive Data Model

    Hive Data Types

    HIVE Data Definition Language.

    HIVE Data Manipulation Language

    Hive View, Metastore, Partitions, and Bucketing

    Hive Built-In Functions

    Built-in Operators

    Hive Join

    Frequently Asked Interview Question and Answers

    Hands On Projects (2 Projects)

    Working with XML and JSON

  • Apache Spark with Scala for Certified Databricks Professional

    Apache Spark with Scala useful for Databricks Certification

    Spark RDD

  • Master Big Data With PySpark and AWS

    Introduction

    Introduction to Hadoop, Spark EcoSystems and Architectures

    Spark RDDs

    Spark DFs

    Collaborative filtering

    Spark Streaming

    ETL Pipeline

    Project - Change Data Capture / Replication On Going

    Chatbots Development with Amazon Lex

  • Mastering AWS Analytics (AWS Glue, KINESIS, ATHENA, EMR)

    Introduction

    DEMO PROJECT

    BASIC EC2 AND IAM

    AMAZON S3

    AWS GLUE

    Kinesis

    ATHENA

    EMR (ELASTIC MAP REDUCE)

    project 1 : Real time end to end data engineer project

    PROJECT 2 : S3 + GLUE + ATHENA

    PROJECT 3 : KINESIS + S3 + GLUE + ATHENA

  • Azure SQL Data Warehouse Synapse Analytics Service

    Course Introduction

    Azure Synapse Analytics

    Data Warehouse Internals and Architecture

    Data Migration

    Security layers

    Configuring and Optimizing

    Data Warehouse Crash Course

  • An Introduction to Google Cloud Platform for Data Engineers

    Introduction

    Setting Up Shop

    Compute Services

    Google Cloud Storage

    CloudSQL Overview

    The Data Section

    Python on Google Cloud Platform

  • 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: A Quick Guide For You

    Intro

  • Data Warehouse Course: Basic to Advanced Concepts

    Brief about the Data warehouse

    Business Intelligence

    Data Warehouse Architectures

    ODS - Operational Data Store

    OLAP

    Data Mart

    Metadata

    Data Modeling

    Entity Relational Data Model

    Dimensional Model

    DWH Indexes

    Data Integration and ETL

    ETL Vs ELT

    ETL - Extraction Transformation & Loading

    Typical Roles In DWH Project

    DW/BI/ETL Implementation Approach

  • AWS Redshift Fundamentals

    Course Overview

    Fundamentals of data warehouses and Amazon Redshift

    Advanced Capabilities

  • Snowflake - Datawarehouse and Datalake solutions using AWS

    Course Introduction

    Introduction to Snowflake and AWS

    Snowflake - Tables

    Snowflake - Partitioning , Clustering and Performance Optimization

    Snowflake - Data Loading/Ingestion and Extraction

    Snowflake - Tasks and Query Scheduling

    Snowflake - Streams and Change Data Capture

    Snowflake - User Defined Functions

    Snowflake - External Functions

    Snowflake with Python,Spark and Airflow on AWS

    Real Time Streaming with Kafka and Snowflake

    Snowpark - For Data Pipelines and Data Science

    Snowflake - Data Protection and Governance

  • Data Governance Mastery: Best Practices for Data Management

    Introduction

    Introduction to Data Governance

    Introduction to Data Governance Framework

    Comprehensive Data Governance

    Data Governance Operating Model

    Data Governance Tools and Techniques

    Data Quality Management

    Data Governance Implementation

    Data Governance and Compliance

    Future Trends in Data Governance

    Summary Session

    Bonus

  • Ultimate Terraform Bootcamp

    Environment Setup

    Getting Started with Terraform

    Using Terraform Resources

    Variables and Outputs

    Provisioners

    Data Sources

    Backends and Remote State Management

    Modules

  • AWS CloudFormation In-Depth

    Introduction

    Building blocks

    Continuous Integration and deployment (CI/CD) with AWS CloudPipeline

  • Ansible for the Absolute Beginner - Hands-On

    Introduction to Ansible

    Ansible Setup in AWS Environment

    Ansible Components

    Ansible ad-hoc Commands

    Ansible Playbooks

    Ansible Variables

    Task Control in Ansible

    Ansible Roles

    Industrial Project - Patching on Linux Servers

  • Jenkins: From Zero to Master - Industrial CI/CD Projects

    Introduction to Jenkins

    Installation of Jenkins Server

    Create First Job in Jenkins

    User Accounts In Jenkins

    Integrate GitHub Repository to Jenkins Project

    Build Triggers in Jenkins

    Variables in Jenkins

    Build Environment in Jenkins Job

    Build Pipeline - Continuous Delivery vs Continuous deployment

    Deploy Build Artifacts to Tomcat Server - Manually

    Deploy the package (war file) to Tomcat Server using Jenkins - CICD

    Jenkins Pipeline - Declarative Pipeline

  • 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

  • TensorFlow Fundamentals: From Basics to Brilliant AI Project

    course overview

    introduction to tensorFlow

    Building your first deep learning Project

    Multi-layer Deep Learning Project

  • Low Code Machine Learning and Deployment in Python: Hands On Training

    Introduction

  • AWS LAMBDA: Serverless Computing Course

    Introduction to AWS

    Introduction to AWS Lambda: Serverless Computing | FaaS

    Understanding Lambda functions

    Command Line Interface

    Exploring AWS Storage services

    Exploring AWS Compute Services

    Exploring AWS Database Services

    Project-1: Lambda function with API Gateway

    Project-2: Lambda function with DynamoDB

  • DP-203: Data Engineering on Microsoft Azure + Practice Tests

    Course Introduction

    Introduction to Azure Cloud and Data Engineer Profile

    Data Storage: Non-Relational Data Stores

    Data Storage: Relational Data Stores

    Batch Processing [Design and develop data processing]

    Streaming Analytics [Design and develop data processing]

    Monitor Data Storage

    Monitor Data Processing

    Optimize Azure Data Solutions

    Designing an Azure Data Solution

  • Hadoop EBook

  • Apache Kafka EBook

  • Snowflake Cookbook

Tools to Master

Python Python
Java Java
Amazon AWS Amazon AWS
Microsoft Azure Microsoft Azure
Apache Kafka Apache Kafka
Apache Spark Apache Spark

Course Certification

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

Online Course Certification

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