#1 Diploma in Big Data Analytics ( Data Analyst ) Course in Noida, India

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Batch Starting: 06 May 2024
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Dual Credentials

Techstack Academy & Orangus

Affiliation

Orangus India

6 Months

Recommended 10-12 hrs/week

06 May 2024

Program Start Date

EMI options

Starting at Rs. 11,000

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Curriculum

At Techstack, we believe in providing a full-fledged course of your desire where our industry experts have designed a top-notch curriculum just for you.

  • Diploma in Big Data Analytics Course Structure (41 Modules)

    Introduction to Data Analytics

    • 3 Quizzes
    • 1 Project
    • What is Analytics?
    • What is Data Science?
    • Why is Analytics becoming popular now?
    • Applications of Analytics in Business
    • Analytics vs Data Warehousing
    • MIS Reporting Techniques
    • Terminology used in Analytics
    • How do businesses use Analytics?
    • Power of Analytics with Various Methodology
    • Related Analytics Tools with their usage
    • We have designed our courses in a way which covers all the essential concepts and tools related to the industry trends. This is the first module of the Big Data Course in Noida. We include necessary concepts like data manipulation, python concepts, data visualization, and many others to make this course a complete package which makes you a complete Data Analyst. Techstack Academy, always consider upon the in-depth knowledge about the curriculum we are providing. If you are joining Techstack, for Big Data Certification courses in India, you will be taught from the industry’s best experts and a variety of valuable sources.

    Introduction to Data Analytics with Python

    • 3 Quizzes
    • 1 Project
    • Basic Concepts of Python
    • Python Installation
    • Python Data Science Programs Overview
    • Python Anaconda Distribution
    • Programming Concepts related Python
    • Overview of Python Data Science Packages
    • Learn Import Packages
    • Dictionary Comprehensions with lists
    • Basic operations related to Date and Time
    • How to write data and call them?
    • Big Data Analytics refers to the statistical analysis of large data sets in parallel or distributed environments. This Diploma in Big Data Analytics course will give you an in-depth understanding of the latest technology Big Data and help you to grow your career in Big Data technology. This course is for all professionals and beginners. The impact of big data on the industries has been enormous. This cutting-edge technology is used in all business fields. Companies are now using big data technologies to improve their business and make better business decisions. Big data technology allows data analysts and other professionals access to large amounts of data to help them analyze it.

    Python Basics: Basic Syntax, Data Structures

    • 3 Quizzes
    • 1 Project
    • Basics of Python Programming (Keywords, Statements, Comments, more)
    • Python Data types and variables
    • Python Operators
    • Conditional Statements of Python
    • Loops in Python
    • How to create Functions
    • Learn Exception Handling
    • Classes creation in Python
    • Python Objects creation
    • Combined Classes and Objects
    • This is the third module of our diploma in big data analytics course in Noida where you will learn python programming basics. Python programming is the most popular language of the present time and provides the platform to implement different technologies. This includes simple automation tasks, gaming, web design and complex enterprise systems. These are the areas in which this technology is still the king, despite having little or no competence: Machine Learning. There are a lot of libraries that implement machine learning algorithms. We will provide you in-depth learning in python programming.

    Introduction to Python: (Core)

    • 3 Quizzes
    • 1 Project
    • History and generation of Python
    • Python Editors
    • Learn different IDE’s (Pycharm, Canopy, Jupyter, etc.)
    • What are Customize Settings in Python
    • Namespaces
    • Know about Jupyter notebook
    • Packages and libraries concepts
    • Python Import packages
    • Pandas, Matplotlib
    • How to Install and load packages
    • What is Control flow and conditional statements
    • Learn about Debugging and code profiling
    • Creation of classes and modules
    • How to call?
    • Overview and history of Python
    • Introduction to Python Editors
    • IDE’s (Pycharm, Canopy, Jupyter, etc.)
    • Customize Settings in Python
    • Introduction to Namespaces
    • Understand Jupyter notebook
    • Concept of packages and libraries
    • Techstack Academy designed our Diploma in Big Data Analytics Course in Noida to provide the advanced tools and techniques for Big Data Processing for our students. After completing our course you will become a complete expert of the field. In this module, you will learn about python core programming. The python language is simple enough that you can quickly get results, without spending too much time learning the technical details of the technology. Although Python programmers are in great demand, their friendliness and attractiveness only increase their interest in this programming language. Learn with us to achieve your dream career with the help of your knowledge basis.

    Numpy Package

    • 3 Quizzes
    • 1 Project
    • Introduction of Numpy
    • How to Import Numpy
    • What are the universal functions of Numpy
    • How to create Numpy Array and know about Basic operation
    • How to Select and Retrieve Data Slicing
    • Learn how to Iterate Numpy Data
    • Shape Manipulation of Numpy Packages
    • Learn Stacking and Splitting Arrays
    • Introduction of Copies and VIews
    • Learn Arrays of Indices and Boolean Arrays
    • NumPy is the Python fundamental package for scientific computing. NumPy arrays allow for advanced mathematical and other types operations on large amounts of data. These operations can be executed faster and with less code than the built-in Python sequences. Learn Numpy package installation and other important aspects with us at Techstack Academy in our Big Data Course in Noida. NumPy is a module for Python. It stands for "Numeric Python" (or "Numerical Python") and is also an acronym. NumPy enhances Python's programming language with powerful data structures. It implements multi-dimensional arrays, matrices, and other complex data structures.

    Introduction to Pandas

    • 3 Quizzes
    • 1 Project
    • Learn about Pandas
    • How to Select Data From Pandas
    • What is Frame Slicing and Dicing
    • Learn Pandas GroupBy/ Aggregate
    • What is Strings with Pandas
    • How to Cleaning up messy data
    • Know about Dropping Entries
    • What are Selecting Entries
    • introduction of Importing Pandas
    • Fundamentals of Object Creation: Series Object
    • Techstack Academy designed our diploma in Big Data In Analytics Course in Noida under the guidance of supervised trainers and experts who have the experience of the field of around 8 to 10 years. Pandas is an open-source library that can be used to analyze Python data for data science/data analysis, and machine learning tasks. It accepts data such as a CSV file or SQL database and creates a data frame with rows and columns. It is built on top of a Numpy package, which supports multidimensional arrays. Pandas is primarily used to perform data analysis. Learn complete data analysis with us with our experienced trainers.

    Data Manipulation using Pandas

    • 3 Quizzes
    • 1 Project
    • Fundamentals of Data Manipulation
    • Step by step programming in Data Manipulation
    • What is Data Alignment Sorting
    • What are Statistics Missing Values
    • How to Merge and Concatenation Combining
    • What are DataFrames Pivot
    • Know Duplicates
    • What is Binning
    • New Tools and techniques of data manipulation
    • How to Format Data
    • Big Data Analytics is a field which is becoming more popular day by day as it handles a lot of important data which are beneficial for the companies in numerous ways. Pandas is a newer package built on top of NumPy, and provides an efficient implementation of a DataFrame. DataFrames are essentially multidimensional arrays with attached row and column labels, and often with heterogeneous types and/or missing data. Pandas provides a simple storage interface for labeled information and a variety of data operations that are familiar to both spreadsheet programs and database frameworks. You can learn data manipulation techniques with Pandas packages in our diploma in big data analytics course in Noida.

    Pandas Package

    • 3 Quizzes
    • 1 Project
    • Fundamentals of Importing Pandas
    • How to create object
    • Learn about Series Object
    • What is DataFrame and how to Object View Data
    • How to Select Data By Label And Position
    • Know about Data Slicing
    • Settings involved in Boolean Indexing
    • Learn how to do feasible indexing
    • Viewing of the data
    • How to set data for boolean indexing
    • This module is related to the Big Data Analytics Course in which you are going to understand about Pandas packages. You will learn about object creation, series object, data slicing, indexing in the most feasible manner. We have designed our course with the help of experienced industry experts. This course will make you a complete expert and you can make your dream career. Pandas are an important module of python programming and big data manipulation techniques. To use them, you need to import their related libraries. To grow your career, this field is a real gem as it is the most popular field of the present time.

    Python Advance: Data Munging with Pandas

    • 3 Quizzes
    • 1 Project
    • What is data Histogramming
    • Learn about String Methods
    • How to Merge Data and other data techniques
    • Know about Grouping and Aggregation
    • What is Reshaping
    • How to Analyse Data For Missing Values
    • How to Fill Missing Values
    • What is Forward Filling
    • Learn about Transforming Data
    • Know more about Data Wrangling
    • Data munging is a set of concepts and a method for taking data from unusable or erroneous forms into the new structures and quality that modern analytics processes and consumers require.. Data wrangling is also known as data munging.The process of mapping and transforming data from one "raw data" form into another. With the intention of making it more useful and appropriate for various downstream purposes, such as analytics. Learn Data munging, data wrangling, transforming data and more with Techstack Academy and our super qualified professionals. You will be taught a step by step learning program in order to give in-depth knowledge.

    Python Advance: Visualization with MATPLOTLIB

    • 3 Quizzes
    • 1 Project
    • Learn Anatomy for MatplotLib Plot
    • Basic plots and containers for MatplotLib
    • Different figure and components for A MatplotLib
    • Graphical Objects
    • Know about Pylab and Pyplot
    • What is Data for MatplotLib Plots
    • Learn Subplot?
    • How to Modify size of different figures
    • Learn Plotting Routines with Pyplot
    • Steps involved in Customizing your Pyplot
    • How to Delete and Axes
    • How to Set up Plot Title and Axes Labels
    • Know about Legend, Saving, Layout showing,
    • Learn Closing your Plot
    • How to Save a Plot
    • Know how to Use cla(), clf() or close
    • To become a Big Data Analyst, you should do a course of Big Data Analytics from the best institute for Big Data Analytics program. In this module, you will learn some advanced techniques related to Data Munging and visualization. Learn with us to become a complete expert in Big Data and its handling techniques. Matplotlib is an multi platform data visualization library based on NumPy arrays and designed to be used with the wider SciPy stack. John Hunter originally created it in 2002 as a patch for IPython to enable interactive MATLAB-style plotting via gnuplot using the IPython command line.

    Introduction to R Programming

    • 3 Quizzes
    • 1 Project
    • Fundamentals of R Programming?
    • R programming in Business Statistics?
    • Softwares and documentation for R
    • Learn about R and statistics
    • What is R and its window system
    • Practical session for R fundamentals
    • How to interactively Use R
    • Different R commands and case sensitivity
    • How to Execute commands
    • What is Data permanency and how to remove objects.
    • In our exclusive course of diploma in big data analytics, you will learn about R programming which is used to handle the operations of big data. R is a programming language that can be used to analyze and graph data. It is used widely by data experts from many streams to display and estimate results, as well as teachers of statistics and research methods. R is difficult to learn. R is different from many other programming languages. R's syntax is difficult to understand, unlike Python. Our trainers will help you to learn complete programming of R in easy step by step format. You will become an expert of R with the help of regular assignments and practices.

    Business Statistics and Applications

    • 3 Quizzes
    • 1 Project
    • Theory of Sample vs Population Probability
    • Concepts of Probability Distribution
    • What are different types of Distribution
    • Learn Data Description
    • Central Tendency Measures
    • What are Numerical Measures
    • Learn Variability Inferential Statistics
    • Hypothesis Testing Fundamentals
    • Know about Statistical Methods- Z/t- tests
    • What is ANOVA, Correlations and Chi Square
    • How to use Linear Regression
    • fundamentals Multiple Regression
    • A complete roadmap for How to Analyze Data
    • This is our 12th module of Diploma in Big Data Analytics Course in Noida, where you will learn about business statistics and its applications which are very important to take the right decisions for companies and businesses to grow in future. Business Statistics is the science of data that assists in making business decisions under different uncertainties. It relies on numerical and measurable scales. It involves gathering, classifying, summarizing and organizing data. Statistics in business allows managers to analyze past performance, forecast future business practices, and lead organizations efficiently. Statistics can help you to understand markets, plan advertising, determine prices, and react to consumer demand changes. It is a very important part of Big Data Strategies.

    Fundamentals of R

    • 3 Quizzes
    • 1 Project
    • How to Install R History of R programming
    • R studio installation
    • R programming operators and variables
    • How to Read and Write data files to R
    • What are R data frames
    • How to use R functions and loops
    • What are Special utility functions
    • R programming Merging and sorting techniques
    • Learn R fundamentals with our expert trainers at Techstack Academy and become certified in Diploma in Big Data Analytics Program. R is a programming language for statistical analysis, graphics representation, and reporting. R is available freely under the GNU General Public License. There are many pre-compiled binary versions for different operating systems such as Linux, Windows, and Mac available. You can learn complete installation, its different loops and function programming, how to use data structure techniques with the help of R programming and more in this module of Big Data Analytics course. Our trainers will teach you special utility functions also which are used in R programming.

    Data Importing/ Exporting in R

    • 3 Quizzes
    • 1 Project
    • Packages Fundamentals
    • What are Data Structures and its Data Types
    • How to Re-shape Data
    • How to Import Data
    • Learn about Database Input
    • How to Export Data to Various Formats
    • What are Binary Files
    • How to use Connections
    • How to Viewing Data in R
    • What are Variable and Value Labels
    • Big data analytics methods help different organizations to harness their data to find new opportunities. This leads to better business decisions, more efficient operations and happier customers. Data analysis is also an important technique which is crucial in business to understand the problems faced by an organization and to analyze data in meaningful ways. Data is just facts and figures by itself. Data analysis organizes, interprets, structures, and presents data in useful information that gives context. There are many important techniques available which are beneficial for organizations in many ways. Learn all in our exclusive big data analytics course in Noida with certification.

    Data Manipulation in R

    • 3 Quizzes
    • 1 Project
    • Data Manipulation steps of R programming
    • How to Load vectors in R
    • Learn about Combining two vectors
    • Know about R Sorting and Filtering
    • How to Rename, Format, Reshape
    • What are Data Operators
    • Know R Functions
    • Learn R Loops
    • Arrays used in R programming
    • How to Clean Data with R
    • Techstack Academy offers a diploma in Big Data Analytics Program which includes all the important techniques used in data manipulation, visualization, handling, mining and more. Data manipulation is the act of manipulating data.The process of changing data to make them more organized and easier to understand.. Data manipulation language (or DML) is a programming language that manipulates data by inserting and deleting data from a database. It also allows for the mapping of data to be cleansed or mapped. We teach you about the R packages which are used in data manipulation and techniques by which you can convert unstructured data into structured one. You will become a certified professional after completing our certification program of big data analytics course in Noida.

    Data Visualization with R

    • 3 Quizzes
    • 1 Project
    • What is the Need for Data Visualization
    • Data Visualization Components
    • What are Utility and limitations
    • Know how to Use ggplot2 package in R
    • How to Create Visualization
    • What is Data preparation
    • Grouping Methods
    • Learn Graphs
    • Learn Graphs as objects
    • What are Maps
    • R is a powerful platform for data analysis that can create almost any kind of graph. This course of Big Data Analytics in Noida will help you create the most common visualizations, from simple plots to publications-ready graphs. Although the modules covered are heavily dependent on the ggplot2 package, other methods are also covered. Techstack Academy wants this diploma course to be as strategic, advanced and helpful as possible. We designed this course under the guidance of experienced trainers who have experience of industrial working from over 8+ years. You will be taught practically which helps in enhancing your skills to a level.

    Data Preparation using R

    • 3 Quizzes
    • 1 Project
    • What is the need data preparation
    • How to handle missing values
    • How to do Outlier treatment
    • What are the transforming variables
    • How to derived variables
    • Modifying data using Base R
    • Learn Data processing with different package
    • How to use SQL in R
    • What are Variable Reduction Techniques
    • Practise Assignment for PCS Analysis
    • This training will give you all the skills necessary to become an expert Big Data Analyst. Our Big Data Course in Noida includes many components with different database tools such as SQL, Hadoop and Hive, Impala and Cloud Computing, Spark, and many others. Techstack Academy Noida's Diploma in Big Data Analytics course covered multiple topics and technologies that are required to organize unlimited unstructured data. This is necessary for advanced analytics, machine learning and large-scale models. Our exclusive course will make you a full-fledged Big Data Analyst who has advanced knowledge in all the aspects of Big Data.

    Introduction to Hadoop and Big Data

    • 3 Quizzes
    • 1 Project
    • Big Data Introduction
    • Hadoop Overview
    • What are the different business problems and challenges
    • What are Big Data Scenarios where Hadoop is used?
    • Learn Batch processing
    • How to use Hadoop in Real time Data Analytics
    • Different Hadoop Vendors
    • Learn Hortonworks
    • Learn about different Hadoop Versions- Hadoop 1.x and Hadoop 2.x
    • HDFS, MapReduce, YARN
    • Hadoop Ecosystem Overview
    • Components (Hive, HBase, Pig, Sqoop, Flume, Zookeeper, Kafka, Spark, Oozie)
    • Big Data Applications use Hadoop framework to combine and join data such as clickstream, social media, transaction, or other formats. Hadoop framework is an open source software programming platform that allows you to store large amounts of data and perform computations. The framework is Java-based and includes some native C code as well as shell scripts. Hadoop has four main elements: HDFS (MapReduce), YARN and Hadoop which are commonly used. In this module, you will learn how to find business problems and its challenges, how real time data analytics with Hadoop works and more. Our trainers will teach you usage of different hadoop services and components.

    Cluster Setup (Hadoop 1.X)

    • 3 Quizzes
    • 1 Project
    • How to install LinuxVM on system
    • What is Hadoop cluster
    • Nodes preparation for Hadoop
    • How to Install Java with its configuration
    • Introduction of SSH across Nodes
    • What are the basic Linux Commands
    • Learn Hadoop 1.x Single Noded Employment
    • What are Hadoop Daemons
    • Learn about DataNode, Task Tracker, SecondaryNameNode
    • How to Configure Hadoop Files
    • Hadoop framework is an Apache Project that stores and processes Big Data, and is used for Big Data Analytics operations. Hadoop stores Big Data in a distributed, fault-tolerant way over other commodity hardware. Hadoop tools can be used to parallelize data processing on a Hadoop Distributed File System. These tools are extremely beneficial for the overall system. This process saves time and allows the company to get what they need quickly. Techstack Academy provides the most comprehensive and practical information on Big Data and Hadoop systems with its cluster set up, making them the best Big Data Analytics training institution in Noida.

    HDFS Concepts

    • 3 Quizzes
    • 1 Project
    • Design Goals of HDFS
    • How To Configure Blocks
    • What is Block Replication and Replication Factor
    • How to Configure Racks in Hadoop File Read
    • Learn about Write Anatomy in HDFS
    • What is EnableHDFSTrash
    • How to Configure HDFS Name and Space Quota
    • What is Health Monitoring
    • Overview of NameNode Safemode
    • Learn File system image
    • How to Configure SecondaryNameNode
    • How to Use check Pointing Processes
    • HDFS is a distributed file system that manages large data sets and runs on commodity hardware. It's used to scale Apache Hadoop clusters to hundreds, or even thousands of nodes. This course will help you to become a complete professional with the help of these advanced techniques. HDFS is the main component of Apache Hadoop. MapReduce, and YARN. We have designed our diploma in Big Data Analytics course in Noida with inclusion of every advanced topic and tools related to Big Data. To make your career in this field, you have to master all these modules with perfection. Our trainers will help you in every step of learning.

    MAPREDUCE Concepts

    • 3 Quizzes
    • 1 Project
    • Concepts of MapReduce
    • Architecture of MapReduce
    • MapReduce Fundamentals
    • Concepts of Mappers
    • What are Reducers Anatomy of MapReduce Program
    • Learn different Phases of a MapReduce Program
    • What are Data-Types of MapReduce
    • Learn about Driver, Mapper and Reducer Classes
    • What is Input Split
    • Learn about Input and Output Format
    • Overview of Combiner and Partitioner
    • How to Run and Monitor MapReduce jobs
    • MapReduce is an important concept of Big Data Analytics program whose work generally divides the input data-set into separate chunks that are then processed by the map tasks in a completely parallel fashion. The framework organizes the outputs of maps and then sends them to the reduced tasks. Both the input and output of the job are typically stored in a file system. Learn the MapReduce framework with Techstack and how its programming methods are used for processing large data sets using a parallel, distributed algorithm on a cluster. When Map Reduce is used with HDFS, it can handle large data.

    Cluster Setup (Hadoop 2.X)

    • 3 Quizzes
    • 1 Project
    • Limitations of Hadoop 1.x
    • What are the Design Goals for Hadoop 2.x
    • Fundamentals of Hadoop 2.x
    • Basic Components of Cluster setup
    • YARN Overview
    • YARN Components
    • What are NodeManger, Application Master
    • Learn Deprecated Properties
    • What is Hadoop 2.x Single Node Deployment
    • Multi Mode Deployment in Hadoop 2.x
    • Techstack Academy made this course of diploma in big data analytics in Noida to make students an expert of the field. In this module, you will learn about Hadoop 2.X cluster setup. You will learn here how to Configure the Hadoop cluster, how to Set the environment where the Hadoop daemons will run. Also set the parameters for Hadoop daemons. NameNode and SecondaryNameNode are HDFS daemons. The YARN daemons include ResourceManager, NodeManager and WebAppProxy. Enroll in our courses today.

    HDFS high availability and federation

    • 3 Quizzes
    • 1 Project
    • HDFS Federation Overview
    • Nameservers ID Introduction
    • What are Block Pools in HDFS
    • How to use Failover Mechanisms in Hadoop 1.x
    • Active and StandByNameNode Concepts
    • How to Configure JournalNodes
    • What are Split Brain Scenario
    • How to use Automatic and manualfail-over techniques
    • How to use HA using Zookeeper
    • What are HA Admin Commands
    • Our Big Data Analytics Training Course in Noida covers topics such as HDFS high availability, federation and other related topics. We can use Flume and Sqoop to ingest large data sets stored in HDFS. HDFS NameNode High availability feature allows you to run redundant NameNodes in the same cluster in Active/Passive configuration, with a hot standby. This eliminates the NameNode from being a single point of failure (SPOF), in an HDFS cluster. Techstack institute will teach you from industry experts who have years of experience in the field. They will teach you industry standards and knowledge. These industry standards will help you understand the company's current needs and how to meet them.

    Yarn- Yet another resource negotiator

    • 3 Quizzes
    • 1 Project
    • Fundamentals of YARN Architecture
    • Learn NodeManager, JobHistoryServer
    • What is Application Timeline Server
    • Overview of MRS Application Master
    • What is YARN Application Execution Flow
    • How to Run and Monitor different YARN Applications
    • How to Configure Capacity
    • What are Fair Schedules
    • How to Configure Queries
    • Learn Application Timeline Server
    • YARN is known as Yet Another Resource Negotiator. It is a Hadoop 2.0's Cluster management component. It includes Resource manager, Node manager, containers, and Application Master. The component responsible for managing task distribution for each cluster data node is called the Node Manager. Techstack Academy always focuses on trending technologies to build the career path for the current generation. In the IT field, you need to focus on new technologies to enter into the MNCs. Big Data Analytics is one of the best and promising career related technologies. To become an expert in this field, you should learn a diploma in big data analytics with complete concentration.

    Yarn Rest API

    • 3 Quizzes
    • 1 Project
    • Writing and Executing
    • YARN Applications
    • The Hadoop YARN web services REST APIs are a collection of URI resources that allow access to the cluster and nodes as well as applications. Based on the type information returned, the URI resources are grouped together into APIs. In this module, you will learn the complete functioning of Yarn APIs and how to write and execute them in a safe environment. Our trainers will teach you step by step programming which helps you in completing your course journey with advanced methods and tools. Learn with us to become an expert of the field and follow your dream career.

    Apache Zookeeper

    • 3 Quizzes
    • 1 Project
    • Apache Zookeeper Overview
    • Stand-alone installation of Zookeeper
    • Cluster Installation of Zookeeper
    • How to do Configuration
    • Learn Connecting to Zookeeper with Java-based shell
    • How to Connect to Zookeeper with C-based shell
    • What is Znode
    • What are Ephemeral Nodes Manage Z nodes
    • How to Use Java API Zookeeper four letter
    • Learn about Word Commands
    • This is another module of our diploma in Big Data Analytics Course in Noida. In which, you will be taught about Apache Zookeeper, how to install and configure them. You will receive all the support and guidance of Apache experts and analysts who have been working in the industry. This course will teach you how to solve technical issues and troubleshooting on a daily basis. Techstack Academy provides all assistance related to the course as well as career guidance after completion. We guarantee that you will be able to work in any organization once you have completed our certification course.

    Apache Hive

    • 3 Quizzes
    • 1 Project
    • HIVE overview
    • Architecture of Apache Hive
    • Different Components of Hive
    • What are Beeline, HiveCli, HiveWebInterface
    • Learn steps involved in Installation and Configuration
    • What are Meta Store Service
    • Know about DDLs and DMLs
    • How to use SQL queries
    • What is Hive Patterns and Buckets in Hive
    • Overview of Hive UserDefined Functions
    • HCatalog Introduction
    • How to Install and configure HCatalog Services
    • To become a complete expert of Big Data Analytics field, you should have good understanding with different Apache tools of Big Data. This module is related to another important tool which is Apache Hive. With SQL , Hive users can read, write and manage petabytes worth of data. Hive is built upon Apache Hadoop, an open-source framework that efficiently stores and processes large data sets. Hive, which is tightly integrated with Hadoop, is optimized to handle petabytes upon petabytes. We will teach you advanced tools and techniques which have an important influence in the field of big data. You will learn complete installation and configuration step by step with practical learning program.

    Apache Pig

    • 3 Quizzes
    • 1 Project
    • Apache Pig Overview
    • Apache Pig Architecture
    • How to Install and Access Pig
    • Execution of Apache Pig
    • Data Types
    • Apache Pig Commands
    • Relational Operators of Pig
    • How to Configure Apache Pig Functions
    • HCatalog Usage
    • How to Run Scripts
    • This module is related to Apache Pig and you will learn the complete installation and configuration process with us. With the help of these modules, you become proficient in APache tools which are important for data handling and managing. Apache Pig is an abstraction of MapReduce. It is a platform/tool that can be used for larger data sets and to represent them as data flows . Apache Pig can be used to perform all data manipulation operations in Hadoop. Apache Pig is similar to Pigs that eat everything. The Apache Pig programming language can be used to manipulate any type of data. Pig is the name of the programming language. Enroll in our diploma course of big data analytics in Noida now.

    Apache Sqoop

    • 3 Quizzes
    • 1 Project
    • Apache Sqoop Overview
    • Apache Sqoop Architecture
    • How to Install Apache Sqoop
    • How to import Sqoop in HDFS
    • How to Export Data
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    • What are tables in Sqoop
    • How to Import tables directly
    • What is Hadoop Ecosystem Integration
    • Learn Important Specialized Connections
    • How to receive Data From HDFS
    • Learn Diploma in Big Data Analytics course with our experienced trainers who will teach you complete functionality of Apache Sqoop with practical approach. Apache Sqoop allows efficient data transfer between Apache Hadoop, external datastores, and relational databases. Sqoop can be used to import data from other datastores into a Hadoop Distributed File System. Sqoop can transfer data from other databases to HDFS using export and import commands. Sqoop internally uses a map reduce program to store datasets to HDFS. Sqoop automates data transfer from multiple databases. It also offers fault tolerance and parallel processing.

    Apache Flume

    • 3 Quizzes
    • 1 Project
    • Flume Overview
    • Architecture of Apache Flume
    • Flume Installation Steps
    • How to Define Flume agents
    • What are the use cases of Channel Flume
    • How to configure Flume
    • How to Fetch Data in Apache Flume
    • What is Flume sequence
    • How to use Flume Agent
    • Learn about initiating HDFS with Flume
    • Learn complete functionality of APache Flume in our exclusive course of Big Data Analytics in Noida. Apache Flume is a distributed and reliable system.Massive amounts of log data can be collected, accumulated and moved. It is based on streaming data flows and has a simple but flexible architecture. Apache Flume collects log data from web servers, and aggregates it into HDFS for analysis. Our trainer will give you doubt clearing sessions if you have any problem with the learning program. We are one of the top Big Data Analytics Institute in Noida and provide you with a quality learning program in each module.

    Apache Oozie

    • 3 Quizzes
    • 1 Project
    • Oozie Overview
    • Oozie Requirements and prerequisite
    • Architecture of Apache Oozie
    • How to install Apache Oozie
    • What are the configuration steps
    • Apache Oozie Design workflows
    • What are the Decision Nodes in Workflow of Oozie
    • What are property file
    • Oozie’s coordinator Jobs
    • What are the Oozie’s Bundle Jobs
    • To follow your dream career in the field of Big Data Analytics, you should have a complete understanding of all the important tools and techniques to handle big data. Apache Oozie is another important tool for Big Data. Apache Oozie, a Java Web Application, is used to schedule Apache Hadoop jobs. Oozie merges multiple jobs into one logical unit. It integrates with Hadoop stack with YARN as its architectural centre and supports Hadoop jobs such as Apache MapReduce and Apache Pig. learn complete architecture and workflows of Apache Oozie at Techstack Academy under the guidance of our talented trainers.

    Apache Hbase

    • 3 Quizzes
    • 1 Project
    • Fundamentals of HBase
    • What are the requirements of HBase
    • Architecture of Apache HBase
    • Apache HBase Components
    • Learn about HBase Master
    • Region Servers of Apache Hbase
    • How to Install Apache Hbase
    • What are the Configuration steps involved
    • Learn about Create Sample Tables
    • How to use HBase Queries
    • Learn our exclusive course of Big Data Analytics with an upgraded curriculum which includes advanced techniques and tools. In this module, you will learn about HBase, its installation process, how to create tables and more. Apache HBase, a NoSQL, distributed big-data store, is open-source and free. It allows for random, consistent, and real-time access of petabytes upon petabytes. HBase excels at handling large, sparse data sets. Apache HBase can host large data tables since it scales linearly in order to handle large (petabyte-scale) column-oriented data sets. The key-value model of the data store supports low latency reads and writes as well as updates in distributed environments.

    Apache Spark

    • 3 Quizzes
    • 1 Project
    • Learn Real time Data Analytics of Apache Spark
    • Overview of Apache Spark
    • Apache Spark Evolution
    • What are the features to Spark
    • Apache Spark Components
    • Learn about RDD
    • How to Install Apache Spark
    • Learn about Core Programming of Spark
    • How to do Deployment in Spark
    • Learn about Spark Programming (Advanced)
    • Techstack Academy offers a comprehensive and extensive curriculum course program for the Diploma in Big Data Analytics. This course covers a wide range of topics including introduction to Apache Spark, its architecture and installation, as well as other topics. Apache Spark is an open-source distributed processing system that can be used to handle large data loads. It uses optimized query execution and in-memory cache to execute fast queries against any data. Techstack can help you understand the Spark architecture and its components so that you can manage and handle Big Data efficiently.

    Cluster Monitoring and Management

    • 3 Quizzes
    • 1 Project
    • Introduction of Cluster Management Cycle
    • How to develop action plan
    • How to Develop communication platform
    • Learn about Implementation of cycle
    • What is Monitoring
    • Learn about Evaluation
    • How to Determine purpose of evaluation
    • Learn to use Cloudera Manager
    • What is JMX Monitoring and its console
    • What is Hadoop User Experience (HUE)
    • This module of Diploma in Big Data Analytics in Noida will give you in-depth knowledge about Cluster Monitoring and Management and other data analytics properties it offers. With the help of these techniques, you can process large amounts of data. This module provides an understanding for cluster management cycle, communication platform, purpose of evaluation, Monitoring and more. Techstack provides all the details about this module so that you can organise and process your big data in a new way. These techniques can be used to process large data sets quickly and efficiently.

    Introduction to Programming in Scala

    • 3 Quizzes
    • 1 Project
    • Scala Features
    • Basic Data Types and Literals used in Scala
    • Operators List
    • Scala Methods
    • Scala Fundamentals
    • How to use Classes and Objects in Scala
    • Different Operations of Scala
    • How to use Functional Objects
    • Control structures of Scala
    • Learn about Scala Functions and Closures
    • Techstack Academy's Big Data Analytics course in Noida is one of the most well-organized and advanced courses. It covers all aspects, techniques, and tools that are related to this topic. There are different features and concepts there in Scala. You will learn about lists of operators, classes and objects, control structures and more in Scala. This module will teach you about complete programming in Scala. There are many softwares can be used to manage big data for companies in a professional manner, which can save a lot of work and time.

    Spark Meets Hive

    • 3 Quizzes
    • 1 Project
    • How to analyse Hive
    • Learn Architecture of SPark SQL
    • What is Model of Spark Application
    • Learn Execution Model of Spark
    • How to implement sample example
    • Integration of Spark SQL and Hive
    • How to Load Data with Hive Queries through Spark
    • What is Performance Tuning
    • How to Broadcast Variables
    • What are the building Applications
    • Register now if you're interested in learning Big Data techniques and have a passion for Big Data Analytics. To make you an expert in the field, we offer a diploma course in Big Data Analytics in Noida that combines deep learning with a wide range of topics. Techstack's Big Data Analytics course focuses on the core concepts, which are then covered in the rest of the syllabus. Our trainers are dedicated and have the knowledge to answer any questions you may have. You can learn with any type of class, online or offline, with full practical sessions.

    Spark SQL

    • 3 Quizzes
    • 1 Project
    • Spark SQL Overview
    • Spark SQL features
    • What are the converting methods
    • What are RDDs and Data Frames
    • Learn how to Install Spark SQL
    • Spark SQL Concepts
    • Hive integration steps
    • What are Dataframes
    • Learn about Operations of Dataframes
    • Know more about Tables
    • Techstack Academy offers the Diploma in Big Data Analytics online course. We are here to provide you with only the best curriculum with a quality learning program. Our students are trained in all aspects of the course and have in-depth knowledge of core modules. We start at the basics and move on to the more advanced modules. These topics will help you discover more about spark and SQL. This module will cover the entire architecture of application and execution models. How to integrate them with SQL Server. You will be taught under the guidance of experienced trainers.

    Spark Streaming

    • 3 Quizzes
    • 1 Project
    • Overview of Spark Streaming
    • Spark Streaming Model and concepts
    • Different components of Spark Streaming
    • Learn Basic and Advanced Sources of Streaming
    • Working of state full operations
    • Operations of window and join
    • Learn about transformations (window-based)
    • What are Arbitrary Stateful Computations
    • Unified Stack Advantages
    • Spark Streaming Performance
    • This module is another important module of the Diploma in Big Data Analytics course in Noida. This module will teach you about Spark Streaming. Spark Streaming takes live input data streams, divides them into batches, and then processes the Spark engine to produce the final stream in batches. Spark Streaming is a high-level abstraction, called DStream or discretized stream. This represents continuous stream data. Techstack Academy offers the best Big Data Analytics course in Noida. It covers all the most recent techniques, tools and methods for processing, finding, arranging, and organizing big data to support organisations.

    Introduction to Spark Machine Learning

    • 3 Quizzes
    • 1 Project
    • Usage and Techniques involved in Machine Learning
    • Overview of Machine Learning
    • Spark ML concepts
    • Fan ML Dataset Concepts
    • What is ML Algorithm and Model Selection
    • Learn about Cross Validation
    • How to Obtain, Process and Prepare Data
    • What are Recommendation Models of Spark ML
    • Learn about Classification Models
    • What is Regression Models
    • This module will teach you about the Spark Machine Learning module. The Apache Spark machine-learning library (MLlib), allows data scientists to focus on their data problems, models, and not on the complexity surrounding distributed data (such infrastructure, configurations, etc.). Techstack Academy created this course with the support of expert professionals who have experience of working in the Big Data Industry for 8+ years. This course is the best in the market for Big Data Training in Noida as we are the top institute for Big Data training in Noida.

    Spark Graphx Programmings

    • 3 Quizzes
    • 1 Project
    • Spark Graphx Programming Concepts
    • Explain Graph Limitation
    • Learn about Parallel System
    • Know about graph operations
    • What is Graph system Optimization
    • Operators used in Graph
    • What is Graph Builders
    • Learn Algorithms of Graph
    • What is Pregel API
    • Learn about Optimized Representation
    • Techstack Institute offers Big Data Analytics training in Noida from industry professionals trainers. You will learn everything important about aspects and tools related to Big Data Analytics through our case studies and projects. The course will be taught by highly qualified trainers who have extensive knowledge about the strategies and information. GraphX is a component of Spark that allows for graphs and parallel computation. GraphX is a new Spark abstraction that extends the Spark RDD. It's a directed multigraph that has properties attached to each edge and vertex.
  • Capstone Project
  • Career Assistance: Resume building, Mock interviews, 1:1 mentorship and Career fair
  • Program Certificate from Orangus India and Techstack Academy

Languages and Tools Covered

Big Data Analytics Course Tools
Big Data Analytics Institute Tools
Big Data Analytics Training Tools
Big Data Analytics Course in Noida Tools
Big Data Analytics Institute in Noida Tools

Certificate from The Orangus India and TechStack Academy

Capstone Project

Live Project from the Partner Agency ( Orangus & Team Variance ).

5000+
Project Completed

500+
Domains

3M+
Keywords

T

Analyze Crime Rates

To find patterns in the crimes taking place.

E

Text Mining Project

To perform text analysis and visualization of the provided documents.

C

Prediction of Health Condition

To predict the health status based on massive datasets.

H

Malicious user detection

To check the trustworthiness (reliability) of users.

ST

Evaluate Credit score

To explore the value of Big Data for credit scoring.

A

Fraud Detection

To find technological exploitation of text messages, emails, and more.

C

Traffic prediction

To detect the traffic in advace on basis of data

K

Forecasting Electricity price

To forecast electricity prices by leveraging Big Data sets.

Join India's #1 Diploma in Big Data Analytics Program

Faculty and Mentors

With years of experience, our faculty members are here to deliver you a high-quality learning experience both online and offline, whilst providing wings to your tech skills!

20+
Professors

1300+
Industry Mentors

2+
Award winning faculties

Our Faculty

Reviews by Students

Know what our students have to say about us.

Diploma in Big Data Analytics course review

Abhi SinghDBDA

Techstack is the institute that I rate 10/10 because of the learning program. I received my interview calls within one week of my course being over. The placement assistance team is very proactive. I got placed in the best MNC and I am very thankful of the entire staff and learning program.

Diploma in Big Data Analytics training review

Naina Ahuja DBDA

Anyone who is interested in learning Big Data Analytics in Noida and updating their skills should join Techstack Academy as they are a valuable resource of knowledge. Their teaching style is different from other institutions, as they teach step by step according to the latest industry trends. They provide complete practical knowledge.

Diploma in Big Data Analytics institute review

Ritvik Aung DBDA

Techstack Academy is the top institute for big data analytics course in Noida and they have the best faculties of this field. They excel in every subject they teach I must say. They have the perfect environment of learning and provide most advanced techniques in Big Data. Techstack's faculty is outstanding and they will help you in making your career.

Diploma in Big Data Analytics course review

Yash Jain DBDA

Techstack's trainers have a wealth of knowledge and will provide you with an excellent education in Big Data Analytics. The curriculum is unique and covers every topic of Big Data in 6 months with an advanced internship program. The quizzes and projects were also a great help. Thank you so much for everything Techstack.

Diploma in Big Data Analytics training review

Rashik Gehlot DBDA

Techstack Academy was a wonderful experience for me. While I have also taken courses at other institutions, I was never as satisfied with my Techstack Academy classes for Big Data Analytics courses because of the advanced learning methods with practical programs. Techstack teachers are humble and always available to answer any questions.

Diploma in Big Data Analytics institute review

Priyanka Sharma DBDA

Techstack Academy is one of the most memorable experiences I've ever had. The institute's infrastructure and environment were very positive. Each trainer was a great help throughout my course. They also provide learning material which is very helpful in self study and practicing. I would recommend it to every student who wants to make their career ahead.

Program Fee

Starting at Rs. 11,000/month

Batch Starting: 06 May 2024

Diploma in Big Data Analytics Course

Program Duration: 6 Months

Program Certification from

100% Classroom Training

Upskill with Techstack Academy

25+ Case Studies

Become Applied Data Scientists, Applied Data engineers, Data architects, Technology architects, Solution Engineers, Technology Consultants.

Get 300+ hours of intensive learning in DBDA over 6 months.

Create portfolio-worthy projects

Start Your Own Startup

45 Days Internship Included

Payment Method

We have variety of payment methods in Techstack Academy.

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Diploma in Big Data Analytics Institute Payment method
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Diploma in Big Data Analytics Course in Noida Payment method
Diploma in Big Data Analytics Institute in Noida Payment method
Diploma in Big Data Analytics Training Payment method

Application Process

1

Fill the application form

Fill the application form to help us understand about you and all your necessary details before you move further to join Techstack.

2

Counselling Process

Take a word with our counsellor and know-how about the different subjects running at Techstack! Our cooperative process is held to give you the necessary information required.

3

Join Program

Fasten your seat belts to become an industry-expert by joining one of our courses.Get yourself acquainted with the best of the knowledge provided by Techstack Academy!

Upcoming Application Deadline

Have you filled up our forms yet? If not, then buckle-up before the batches get full! We are waiting to hear from you, and take your career onto the next level, with us!

Deadline: 06 May 2024

Frequently Asked Questions

Can I have a demo session before joining?

Yes, we do provide demo sessions in all our courses. If you want to become an expert analyst of big data, you should join Techstack Academy as it is the best Big Data Analytics training institute in Noida. Learn with us to have training from one of India's best professionals. We believe in quality training programs and believe in providing satisfaction to our students. The advantage of taking demo sessions with our institute is that you will have the chance to meet with your trainer and can see the teaching style before actually taking admission. After complete satisfaction, you can join the program.

Do you provide job placements?

Techstack Academy is providing 100% job assistance services to all our students. In our diploma in big data analytics program, we provide a 6 months training program in which we cover all the latest modules with important aspects. We make you industry ready with our practical teaching approach. You will learn in-depth modules with a step by step learning program. Our placement cell is directly connected with the MNCs and other organizations. If any company is looking for the right candidates, we provide a platform to conduct interviews directly. You can make your dream career with us.

Do you offer certifications after completing the course?

Techstack Academy offers certified courses in IT programs. After successful completion, all students receive certifications which are valid across the country. Our certificates are recognized, authorized and ISO certified. They can be used in any industry to show your qualifications. Our course is Diploma in Big Data Analytics and lasts 6 months with an internship program. You will receive the certificate of completion and a letter of internship from Orangus Digital upon completion. This will be a great benefit for you in the future in making your career.

I have just completed my 12th class. Can I do this course?

Yes, most of our courses can be done right after 12th class. Techstack builds every course with the help of industry professionals that can be learned by any students, whether they are professionals or freshers or business owners. Our diploma in big data analytics course has been designed by experts and covers all modules, from the very basics to the most advanced. Big Data Analytics Course in Noida will allow you to learn industry-level course content from skilled trainers who are always willing to help each student at every step of the course.

Why should you choose Techstack Academy for a diploma course in Big Data Analytics?

Techstack is one of the best institutes so far to learn Big Data Analytics courses in Noida. They are located in the main center in Noida and offer professional certifications upon completion. Online and offline classroom training programs are available depending on the needs of students and their schedules. Our courses provide a combination of theoretical and practical training with real-world project experience that will improve your skills and expand your knowledge base. With the help of our experienced trainers, you can build your knowledge of Big Data to the highest base possible.

Our Learners Work At

Know where our students get placed.

Diploma in Big Data Analytics Course Placements
Diploma in Big Data Analytics Training Placements
Diploma in Big Data Analytics Institute Placements
Diploma in Big Data Analytics Course in Noida Placements
Diploma in Big Data Analytics Institute in Noida Placements
Diploma in Big Data Analytics Training in Noida Placements

Know More About Techstack

What is Big Data Analytics?

Big data can be described as a mixture of structured, semistructured, and unstructured data that is collected by organizations and can be used for machine learning projects and predictive modeling. Big data does not refer to a specific amount of data. However, large data deployments can involve petabytes, terabytes or even exabytes in data that has been collected over time. You can learn a diploma in big data analytics in Noida at Techstack Academy with the help of industry’s best trainers. We provide you in-depth knowledge in each module of the course with a practical approach.

What are Big Data Solutions and how do they help businesses to grow?

Many small businesses think they are too small to handle big data. In actuality, Small businesses require big data in order to succeed just like larger companies. Businesses can gain actionable insights from data to improve their efficiency and profitability. There are many big data tools available that small businesses can afford and manage, even if they have a smaller staff and budget. These tools can track and analyze website visitors' behavior. Companies need a professional to handle the complete process of big data to profit the business. Techstack Academy provides the best big data analytics program to make you a complete professional. Enroll in our courses now.

How to deploy Big Data solutions and what are the tools involved?

There are three main steps required to deploy a Big Data Solution.

  • Data ingestion is the first step to deploy a big-data solution. Data extraction from different sources is the first step to deploying a big data solution.
  • The next step after data ingestion is to store the extracted information. You can store the data in HDFS or NoSQL databases (i.e. HBase).
  • Data processing is the final step in the deployment of a big-data solution.
The main tools involved in big data solutions are MongoDB, Apache Storm, Cloudera, and others.

What is Big Data Insight and Why do we need big data analytics?

Big Data Insight refers to the process to discover patterns, information and trends within Big Data. Companies can make crucial decisions about their future strategies by using these insights or patterns. Big Data Analytics Insights can also help you gain an edge over your competition, which will allow you to better understand your customers. Big data analytics allows organizations to harness their data and use them to identify new opportunities. This leads to better business decisions, higher profits, and happier customers. To become a professional in the big data field, you must learn a big data analytics course from Techstack Academy, Noida.

What is the future of Big Data Analytics?

Techstack Academy is one of the top institutes for big data courses in Noida as we have the best industrial trainer. Big data is not only an important part of the future, but it could be the future itself. Changes in the way data is stored, moved, and understood will impact how businesses, organizations, as well as IT professionals supporting them, approach their missions. Big Data is often associated with other buzzwords such as Machine Learning, Data Science, AI, and Deep Learning. These fields are dependent on Big Data that is why Big Data will continue its role in improving the models we currently have and allowing for advances in research.

Why choose us?

As we know, your future and careers depends on us, we make sure to deliver a holistic view of the entire syllabus that we provide, helping you attain in-depth knowledge.

Full-Fledged Curriculum

At Techstack, we deliver an amalgamation of courses beyond your field of expertise to help your career reach greater heights.

Step-By-Step Learning

We create a roadmap for your journey, starting from novice to becoming an expert.

Lifetime Support

Your journey at Techstack doesn’t end with the completion of the course, you will gain the status of Techstack Alumni for a lifetime.

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If you are keen to learn about a variety of courses that can provide you with an ultimatum of knowledge, choose Techstack! We have a International reputation for excellence due to the outstanding quality of our teaching and support, resulting in positive outcomes for your future.

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More About Techstack

June 2019 Batch


Shailendra Jain :Online classes were a great way to learn Big Data Analytics Course in this pandemic period so I have taken online classes from Techstack Academy. The entire course was highly advanced that showed me the many possibilities in the Big Data Field. Here you will find great trainers with great knowledge who teach you with advanced tools. The overall content was excellent and I look forward to continuing such training in the future too.


Praveen Malik :It was really a great experience, not only with the trainers, but also with the entire Techstack team. They encouraged me and motivated me to be better and achieve my dream career. Motivated always to do more and practice more. Anyone who is curious and has the ability to learn in-depth what a diploma in big data analytics course might look like should apply. The team includes a number of highly qualified professionals who are able to teach in an exceptional way with an advanced practical approach.


Kuldeep Singh :Techstack Academy's capstone projects, which provide deep practical knowledge and real-world experience about the course, is my favorite thing about the institute. Techstack Academy appears to be transforming the Big Data students into a better set of people who are better equipped to deal with the vast possibilities. Techstack Academy taught me a lot. They provide real-time project based training programs and 100% placement assistance in all the courses. I would like to recommend it to all the students and professionals out there.


Renee Ahuja :Before joining the institute and doing a diploma course of big data analytics might seem like a questionable career choice. It was the same for me too when I had it at first. But, special thanks to Techstack Academy and our extremely talented trainer, who helped me regain my confidence and allowed me to continue with the course with knowledge. The trainers were great, but the counselors also helped me. Everyone here is humble. Any of my friends interested in a career in Big Data Analytics would be well advised to this institute.


Raj Kothari :I am proud to share my experiences and show you what I have achieved here at Techstack in my course of Big Data Analytics in Noida. I have joined Techstack Academy as a complete beginner and I had no knowledge at all. After learning the course, I was placed in the top MNC companies as a Big Data Analyst. Techstack Academy offers a single-stop solution. I am forever grateful to my mentors and seniors for their support and encouragement in the field of Big Data. Thank you so much Techstack.


Rani Sankhla :Although I was initially hesitant about joining the Big Data Analytics institute, it wasn't my preferred field. However, after completing the Diploma course, my interest built and I have become an expert in the field. I have since been able to advance my career and helped my father in his business and all thanks to Techstack Academy. I have learnt a lot and this is the best decision of my life and it is all possible because of the best quality program provided by Techstack Academy. Thank you.


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