17 Modules. 5 Projects.
#1 Diploma in Big Data Analytics ( Data Analyst ) Course in Mumbai, India
Trained 18000+ professionals in India
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Classroom & Online Mentorship
Batch Starting: 09 Dec 2024
Dual Credentials
Techstack Academy & Orangus
Affiliation
Orangus India
6 Months
Recommended 10-12 hrs/week
09 Dec 2024
Program Start Date
EMI options
Starting at Rs. 11,000
India’s #1 Diploma in Big Data Analytics Program in Associated Partner with:
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
- Explain Analytics
- Data Science Introduction
- Explain scope of Analytics
- Business Analytics Applications
- What are Data Warehousing and Analytics
- Techniques used in MIS reporting
- Analytics related terminologies
- Explain usage of analytics in businesses
- Analytics power
- Tools related to analytics
- Techstack Academy welcomes you to the course of Diploma in big data analytics. Data analytics can help individuals and companies understand data. Data analysts typically look at raw data to discover insights and patterns. We teach you about the tools and techniques to assist companies make the right decisions and achieve. The abilities required to be an expert in data analysis are not difficult to learn. There is a significant need for analysts in the market and it is simple to transition and you can learn it easily with our diploma program. Take admission in our courses today.
Introduction to Data Analytics with Python
- 3 Quizzes
- 1 Project
- Explain python concepts
- Python installation process
- Packages related to Data science in python
- What is Python Anaconda Distribution
- Concepts used in basic programming
- Overview related to data science packages
- How to import packages
- What are list and dictionaries
- Time and date functions
- How to write data and calling functions
- Data analytics is a popular field of present time and widely used by industries. With Techstack Academy’s Data Analysis using Python certification, you'll master the basics of data analysis using Python. When you've completed our course, you'll be able to extract data from sources like CSVs and SQL and make use of libraries such as Numpy, Pandas, Matplotlib in order to analyze and display data. Learn how to import packages, with basic operations used in python in our exclusive diploma in big data analytics course in Mumbai.
Python Basics: Basic Syntax, Data Structures
- 3 Quizzes
- 1 Project
- Explain python basics
- What are data types
- Explain operators
- Explain conditional statements
- What are loops
- Explain functions in python
- What is exception handling with examples
- Explain classes concepts
- Objects in python
- Creation of classes and objects
- This module is related to the basics of python and data structure techniques to handle the data easily with the help of tools. Each data structure is unique in its own ways. They are containers that arrange and categorize data according to their type. The different data structures are according to their mutability and the order they are placed in. Techstack Academy designed this hands-on course to master Data Structure and python concepts on an advanced level. We provide a practical learning program in this course and teach you how to implement the latest algorithms starting from scratch: arrays, graph algorithms, linked lists and sorting.
Introduction to Python: (Core)
- 3 Quizzes
- 1 Project
- Python history
- Editors related to python
- Python IDE’s
- Settings for customizations
- Namespaces
- Explain Jupyter Notebook
- Libraries and Packages concepts
- How to import packages
- What are pandas, and Matplotlib
- How to install packages
- Explain conditional statements
- What is debugging
- What is the process of classes creation
- How can you call?
- Python is a very popular language and widely used in many fields. Python is a high-level, interpreted general purpose programming language that focuses on readability of code. It is a dynamically typed and garbage-collected programming language that is able to handle structured as well as object-oriented and functional programming. Learn how to use python basics and instructions to find the ways to use in desktop graphical application development which includes games; mathematical and scientific analysis of data. Internet and Web development, and in most important data analytics techniques.
Numpy Package
- 3 Quizzes
- 1 Project
- Numpy introduction
- How to import Numpy
- Explain universal functions
- How to create numpy array
- How to do data slicing
- What is numpy data
- Explain shape manipulation
- What is stacking and splitting arrays
- Views and copies
- Explain boolean arrays
- Learn this diploma in a big data analytics course in Mumbai at Techstack Academy to become an expert in data analytics. This module is about numpy packages which is a package of python programming. NumPy is an extension module that is available for Python. The name stands for "Numeric Python" or "Numerical Python". It is an essential package for scientific computing that uses Python. We teach you how to use numpy packages to handle multi-dimensional arrays, Numpy offers a variety of mathematical functions at the high level that can be used on those arrays. Our trainers provide a practical approach to each module to enhance your skills in python programming.
Introduction to Pandas
- 3 Quizzes
- 1 Project
- Pandas Introduction
- How to select data in Pandas
- How to do frame slicing & dicing
- Explain pandas GroupBy/Aggregate
- What are strings
- How to clear up messy data
- What are dropping entries
- How to select entries
- Process of importing pandas
- How to do object creation
- Techstack Academy designed this diploma course for big data analytics in Mumbai for those students who want to make their career in the field of data analytics. The Pandas module is primarily based on tabular data and uses numbers. Pandas can offer two-dimensional table objects in memory known as DataFrame. Learn these advanced modules to make your place in current industries on the basis of your knowledge. Our trainers provide the best and quality program to improve the capabilities of yours to become an expert data analyst.
Data Manipulation using Pandas
- 3 Quizzes
- 1 Project
- Basics of data manipulation
- Explain steps related data manipulation
- How to rank and sort data alignment
- Explain missing values summary
- What is concatenation
- What is DataFrames Pivot
- How to duplicate
- What is binning
- Data manipulation tools and techniques
- How to format data
- Data manipulation is an important part of data analytics. A successful data analysis requires the capability to manipulate data which includes changing the arrangement, sorting or editing data and then moving it around. We teach you everything about the data collection and the organization of data, you'll need to be able to pull data from a variety of sources and mix it together to gain the information that you require. As you know, data from the real world is chaotic. This is why libraries such as pandas are so important. We will make you a certified data analyst with the help of the practical approach of this course at Techstack Academy.
Pandas Package
- 3 Quizzes
- 1 Project
- Overview of pandas
- What is the procedure of object creation
- Explain series objects
- How to view data
- How to select data
- Data slicing procedure
- How to set up boolean indexing
- Indexing steps
- In-depth view data
- How to set up boolean indexing
- This module is about pandas packages and how you can import them for indexing data. Pandas is a Python program that provides quick, flexible data structures created to help users work using relational and labeled data easily. Pandas is well suited for many different kinds of data. Pandas are important modules for indexing and data management. Techstack Academy has India’s best trainers who will teach you about pandas packages in an advanced way. You will become a professional data analyst after completing our course.
Python Advance: Data Munging with Pandas
- 3 Quizzes
- 1 Project
- What is data histogramming
- Explain string methods
- How to join or append data
- Explain aggregation
- Reshaping concepts
- How to analyse data
- Explain the way to fill missing values
- Explain how to remove duplicates
- What is the procedure to transform data
- Data wrangling concepts
- The field of big data analytics is becoming popular day by day and there is a big demand for professional data analysts in the industry. Learn the manual process of cleansing of data in preparation for analysis is referred to by the term data munging. This is a tedious task without the appropriate tools. Our trainers will teach you all the advanced tools to make the data analytics process easy for you. The standard interface used for data munging is typically Excel. Techstack Academy offers the best big data analytics diploma course in Mumbai.
Python Advance: Visualization with MATPLOTLIB
- 3 Quizzes
- 1 Project
- Explain Matplotlib Plot
- Basics related to containers
- Components of Matplotlib
- What are graphical objects
- What are pylab & pyplot
- Explain Matplotlib Plot’s data
- Subplot intro
- How to modify sizes
- Explain routines with Pyplot
- How to customize your pyplot
- What is deleting and axes
- Explain axes labels, titles
- Explain saving, layout showing
- How to close plot
- How to save plot
- Explain usage of cla(), close, or clf()
- Techstack Academy always works in the way to provide the best platform for students to become experts in popular fields of IT industry. All the big companies or MNCs are using Big data techniques to handle their data. Matplotlib is a multi-platform data visualization software built upon NumPy arrays. It was created by John Hunter in 2002, initially as a modification to IPython that would allow interactive MATLAB-style plotting. Our trainers will teach you step by step an advanced approach for all modules by which you can enhance your skills and follow your dream career. To become a data analyst, you need to complete this diploma course in big data analytics in Mumbai.
Introduction to R Programming
- 3 Quizzes
- 1 Project
- R programming concepts
- Business statistics usage
- Softwares and documentation of R
- What is R & statistics
- Explain window system of R
- What is an introductory session
- R related introductory sessions
- How to use R interactively
- Commands related to R
- Explain output commands
- What is data permanency
- How to remove objects
- In the diploma course in big data analytics, we have included an R programming module in-depth. R is a programming language designed for graphics and statistical computing which you can utilize to cleanse, analyze, and display your information. It is used extensively by researchers from a variety of disciplines to display and estimate results as well as by educators of research and statistics. We teach you R and its statistics capabilities in our practical sessions and teach you how to write the right commands of R language. We will teach you about softwares and documentation related to the R language.
Business Statistics and Applications
- 3 Quizzes
- 1 Project
- Explain theory related sample vs population
- Concepts related to probability distribution
- Distribution types
- Explain data description
- Central tendency
- Explain numerical measures related data description
- Statistics related to variability
- Explain hypothesis testing
- What is z/t testing
- Working of correlations, chi square
- Explain simple linear regression
- Roadmap related to data analyze
- Today’s business relies on data and to make a profit in the future with trends, businesses need to focus on lots of data. For this, they require business statistics techniques to handle them. Business Statistics refers to the use of statistical techniques and tools to managerial and business issues to aid in making decisions. Statistics in the field of business allows managers to evaluate their past performance, forecast the future of business practices, and manage businesses efficiently. Learn the best diploma course in big data analytics in Mumbai at Techstack Academy.
Fundamentals of R
- 3 Quizzes
- 1 Project
- R installation
- R programming history
- Features of R programming
- Explain variable operators
- How to read and write data files
- How to work with R data frames
- Loops related to R
- What are special utility functions
- What is merging
- What is sorting data
- Techstack Academy designed these certification courses to provide you a platform where you can learn advanced concepts. This course includes in-depth R programming which is an open-source programming language and extensively employed as a statistical software and tools for data analysis. R can be used to handle statistics which can provide information about the market, provide information to advertisers price, establish prices and react to changes in the demand of consumers. Our trainers provide you hands-on training for the R module and make you a professional R developer.
Data Importing/ Exporting in R
- 3 Quizzes
- 1 Project
- Concepts related to packages
- What is data structures
- Explain data reshaping
- How to import data
- What is database input
- Explain exporting data and its formats
- What are binary files
- Explain connections
- How to view data
- What are variables and value labels
- To become a professional data analyst, you need to learn the R language completely to handle data. R can perform a variety of functions, including manipulating data as well as statistical modeling graphics. The biggest benefit of R however is its flexibility. Developers are able to create their own programs and distribute it in the form of add-on programs. R generally has an interface for the Command line. R is accessible on a wide range of utilized platforms, including Windows, Linux, and macOS. Learn all the functions of R, in this diploma in big data analytics course in Mumbai at Techstack Academy.
Data Manipulation in R
- 3 Quizzes
- 1 Project
- Concepts of data manipulation
- How to load vectors
- How to combine vectors
- What is sorting & filtering
- Explain formatting, renaming and reshaping
- Explain data operators
- Functions overview
- Loops working
- What are arrays
- How to clean up data
- Explain unstructured converting
- What is structured data
- Explain Regexpr, Gregexpr
- What are user defined functions in R
- Explain data manipulation packages in R
- Explain reshape, dplyr, base
- Data manipulation languages (DML) can be described as a class of computer-related languages, which includes commands that allow users to alter data stored in databases. Data manipulation is a technique in which the act of changing the data in order to make it organized and more readable. In this course, we teach you how to alter the information by inserting, editing, and deleting data in a database , such as to clean or map the data. Data handling is the main concept of this course and our trainers will make you a professional data analyst.
Data Visualization with R
- 3 Quizzes
- 1 Project
- Data visualization in R requirements
- Components
- Limitations
- How to use ggplot2 packages
- Explain creation of visualization
- What is data preparation
- What is grouping
- Explain graphs
- What is graph objects
- What are maps
- This is the best diploma course in big data analytics in Mumbai provided by Techstack Academy. R is an amazing tool that is ideal for analysis of data. It is a powerful platform for analysis. It is capable of creating virtually any kind of graph. Overall the two platforms R & Python are equipped to visualize data. Learn how to create visualization with R, graphs as objects in this module of the course under the guidance of industry experts. We teach you all the advanced tools and techniques used in R programming for visualization in order to make you an expert. Enroll in our courses today to get certified in a big data analytics course.
Data Preparation using R
- 3 Quizzes
- 1 Project
- Data preparation needs
- What are missing values
- Explain outlier treatment
- What are transforming variables
- Explain derived variables
- How to modify data with R
- Explain data processing with dplyr package
- SQL usage
- Techniques related to variable reduction
- Assignment related to factor and PCS analysis
- This course will teach you how to prepare, organise data properly to make the right insights for data management. Data preparation assures the accuracy of the data that leads to exact insight. Without proper data preparation, the insights may be inaccurate due to inaccurate data, a missed measurement issue or a corrected discrepancy between the datasets. Our instructors will guide you by introducing you with all preparation processes starting with the basics. Our diploma in big data analytics course has the aim of educating you with the best practices of data management utilized in Python and R programming.
Introduction to Hadoop and Big Data
- 3 Quizzes
- 1 Project
- Big Data Concepts
- Hadoop introduction
- Explain business problems and challenges
- Scenarios related to Big Data
- What is batch processing
- Explain real time data analytics
- Hadoop Vendors
- Explain working of Hadoop
- Versions of Hadoop
- Explain Hadoop services
- What is Hadoop Ecosystem
- Hadoop Components
- Learn Hadoop software step by step with all the services in this module of diploma in big data analytics course in Mumbai. Hadoop is an open-source software framework that allows for the storage of information and is utilized for processing and storing large amounts of data. In Hadoop the data is kept on commodity servers, which operate as clusters. It is an open file system that permits concurrent processing and failure tolerance. Techstack Academy will teach you how to do real time data analytics with Hadoop systems in this diploma course.
Cluster Setup (Hadoop 1.X)
- 3 Quizzes
- 1 Project
- Installation of LinuxVM
- Explain Hadoop cluster
- How to prepare nodes with Hadoop
- How to install Java and configure password
- Explain SSH across Nodes
- Explain linux commands
- What is single nodded employment
- What is Hadoop Daemons
- Explain Task Tracker
- What are the configuration files
- Explain How to run Web URLs
- Explain Linux commands
- What is Hadoop 1.x multi-moded
- How to run sample jobs
- Take part in Techstack Academy and have knowledge about the techniques for data clustering by working with us. We will give you the facts and examples from real life to study huge data files in order to create data frames. Our trainers will help you to advance your skills with all the tools and techniques. Online and offline classes are offered during weekends and weekdays, to enhance your skills in Big data analytics. Our trainers will provide you practical knowledge related to big data and clustering systems. These procedures will save a lot of time and make you an expert in data processes.
HDFS Concepts
- 3 Quizzes
- 1 Project
- What are design goals
- How to configure hdfs
- What is block size
- Explain replication factors
- Explain Hadoop Rack awareness
- How to configure racks in Hadoop
- Explain HDFS anatomy
- Explain EnableHDFSTrash
- What is configuration of HDFS name and space quota
- Explain configuration of useWebHDFS
- What is health monitoring
- What are safemode and namenode
- Explain file system images
- How to configure SecondaryNameNode
- Pointing Processes Usage
- Namenode failover
- Explain HDFS and DFS admin
- Explain commands
- In present time, hadoop systems are installed and used by many organizations and for this they need expert hadoop experts. In this course, we teach you about Hadoop distributed systems which is an open file system that was designed to run on hardware that is common. HDFS gives high throughput access to the application's data and is ideal for applications with large data sets. Data is later broken down into smaller blocks, which are divided among different data nodes to store the data. Learn how to use this file system thoroughly and use different HDFS concepts correctly in this course.
MAPREDUCE Concepts
- 3 Quizzes
- 1 Project
- Overview of MapReduce
- Architecture related to MapReduce
- MapReduce concepts
- Explain Mappers
- What are reducers
- MapReduce Phases
- Explain DataTypes in Hadoop
- Explain Mapper, Driver and Reducer Classes
- What is Input Split and RecordReader
- Overview of Input Format and Output Format
- Explain combiner and partitioner
- Explain how to run Mapreduce jobs
- How to write jobs of Mapreduce
- Explain API related to MapReduce
- This diploma in big data hadoop course in Mumbai is designed under the guidance of industry experts and you will become a certified professional after completing the course. In this module, you are going to learn about Mappers, MapReduce programs and partitioners. Mapreduce is a program which enables great scalability across hundreds or thousands of servers in a Hadoop cluster. Learn how to run and monitor MapReduce jobs in our exclusive course which is taught by industry best professionals. We provide certifications after successfully completing the course.
Cluster Setup (Hadoop 2.X)
- 3 Quizzes
- 1 Project
- Limitations of Hadoop 1.x
- Hadoop 2.X design goals
- Hadoop 2.X introduction
- Basic components related cluster
- Explain YARN
- YARN components
- Explain NodeManager, Application Master
- Properties related to cluster setup
- How to do single node deployment in Hadoop 2.X
- How to do multi mode deployment in Hadoop 2.X
- Techstack Academy is providing the best diploma courses in big data analytics as we are one of the top institutes for big data courses. Our Big Data Analytics Certification Training in Mumbai by Techstack Academy is designed with the assistance of experts from industry to make you a Certified Big Data Analytics Practitioner. These advanced techniques and tools are vital for companies to complete the analysis required by Big Data and you should know all about the tools in order to become certified as an analyst.
HDFS high availability and federation
- 3 Quizzes
- 1 Project
- Explain HDFS federation
- Explain nameservers ID
- What are block pools
- Explain failover mechanism
- What is Active and StandByNameNode
- How to configure JournalNodes
- Explain scenarios related Split Brain
- Techniques related to automatic and manual fail
- How to use Zookeeper
- Explain HA admin commands
- Learn our diploma in big data analytics course in Mumbai and become a complete big data analyst and become a part of multinational companies. In this module, you will learn about how to configure journal nodes and nameservers with HDFS federation. The Hadoop Distributed File System (HDFS) is an open file system developed to run on standard hardware. HDFS is extremely reliable and intended to be used on hardware that is low-cost. HDFS offers high-throughput access to data from applications and is appropriate for applications with large data sets. Learn all the admin commands related to HDFS in this course with our trainers.
Yarn- Yet another resource negotiator
- 3 Quizzes
- 1 Project
- Architecture related to YARN
- Explain NodeManager
- What is application timeline server
- Overview of MRS application Master
- Explain YARN application execution flow
- How to run and monitor Yarn Applications
- How to configure capacity
- Explain schedules in YARN
- How to configure queries
- Explain timeline server
- To become a full time data analyst, a diploma in big data analytics course in Mumbai under Techstack Academy is the best course. This course provides the learning according to the industry standards. This module of the course is related to the YARN concepts which is one of Apache's key parts, YARN is responsible for allocating resources from the system to the different applications that run within the Hadoop cluster, and also the scheduling of tasks that are executed across different Cluster nodes. After you have enrolled in our training program, you'll be supported by experts in different ways to help you in becoming an expert in the area.
Yarn Rest API
- 3 Quizzes
- 1 Project
- Explain writing and executing in Yarn
- What are Yarn applications
- Begin your new career by taking our diploma course in data analytics in Mumbai with Techstack Academy. We allow you to build your skills through our program, moving forward with a solid understanding of our program of data analytics with an overview using YARN APIs. Improve your skills and perception that will allow you to work more efficiently and allow you to be a valuable contributor to your business with the knowledge of Big data analytics. Additionally, you will be required to delve deeper into our advanced methods with the help of a step by step practical approach of Big Data techniques.
Apache Zookeeper
- 3 Quizzes
- 1 Project
- Overview of Apache Zookeeper
- Installation process of Zookeeper
- Installation of Zookeeper cluster
- Configuration of Zookeeper
- How to connect Zookeeper with Java based shell
- How to connect C based shell with Zookeeper
- How to work with Znode
- Explain Management of Z nodes
- How to use Java API Zookeeper
- What are word commands
- Apache ZooKeeper provides operational services for the Hadoop cluster. ZooKeeper offers the distributed configuration service along with a synchronization as well as a naming registry for distributed systems. Learn how you can utilize Zookeeper to save and distribute changes to crucial configuration data. This course is the combination of advanced big data skills and techniques which help you to understand the working phenomenon of industry big data analytics approach. If you want to become a full time big data analyst this diploma course is the best suited course for you. Enroll for our advanced courses today.
Apache Hive
- 3 Quizzes
- 1 Project
- Overview of Hive
- Architecture of Hive
- Hive Components
- What is Beeline, HiveWebInterface
- Installation of Apache Hive
- What is Meta Store Service
- Explain DDLs and DMLs
- What is SQL queries
- What are Hive Patterns
- User Defined Functions
- Explain HCatalog
- How to install and configure HCatalog Services
- This module of the diploma course in big data and analytics in Mumbai at Techstack Academy is related to Apache Hive concepts which is an important tool for big data. Hadoop is a Framework or software that was designed to handle huge data, or Big Data. Hive is an application that runs on the Hadoop framework and offers SQL like interfaces for processing/querying the data. Hive was designed and developed by Facebook before it was integrated into the Apache-Hadoop initiative. We will teach you all the installation, configuration, its functions, and other interfaces in this course.
Apache Pig
- 3 Quizzes
- 1 Project
- Overview of Pig
- Pig Architecture
- Installation steps involved in Pig
- What is Pig Execution
- Explain grunt shell
- What are Pig commands
- Relational Operators
- What are user defined functions
- Explain HCatalog
- How to run scripts
- In this course, we will teach you about all the apache products which are used to handle big data and this module is related with Apache Pig. Apache Pig is a high-level platform for data flow that is used for execution of MapReduce programs that are part of Hadoop. The language that is used in Pig is Pig Latin. The Pig scripts are internally converted into Map Reduce jobs and get executed using the data that is stored in HDFS. learn all the data types and execution commands related to Pig tool with all its user defined functions in this exclusive diploma course in big data analytics in Mumbai at Techstack Academy.
Apache Sqoop
- 3 Quizzes
- 1 Project
- What is Apache Sqoop
- Apache Sqoop Architecture
- Installation steps involved in Apache Sqoop
- Importing of HDFS Sqoop
- How to export data
- What are tables in Sqoop
- Explain Importing tables directly to Hive
- How to integrate Hadoop Ecosystem
- Explain specialized connections
- HDFS data >
- Apache Sqoop provides a simple and cost-effective method for businesses to move large amounts of information from relational databases to Hadoop. It uses command-line interfaces that allows data to be transferred from relational databases to Hadoop. It is one of the best apache tools to handle data in large amounts which you are going to learn in our diploma course in big data analytics. Many companies used these products directly to handle their big datas from different locations. After completing your course, you can start your career with any of the tools and start your career as a big data analyst.
Apache Flume
- 3 Quizzes
- 1 Project
- Flume Overview
- Architecture of Flume
- Flume Installation
- Explain flume agents
- Use cases related to channel flume
- Configuration of flume
- How to fetch data
- Explain flume sequence
- What is flume agent
- How to start HDFS with flume
- To become a complete big data analyst you should do a lot of practice to have a free hand on all the tools related to big data. There are a lot of tools available to handle data and each company uses a combination of these tools. You should learn all the basics of Apache tools with concentration and dedication. Apache Flume is a Data Ingestion Framework which creates event-based data for the Hadoop Distributed File System. Think about a scenario where many web servers produce log files. These log files have to be transmitted to the Hadoop files system. Flume takes these log documents as events and infuses them into Hadoop. Learn the entire functionality of these loggings in this course under Techstack Academy.
Apache Oozie
- 3 Quizzes
- 1 Project
- Overview of Oozie
- What are the requirements of Oozie
- Architecture of Oozie
- Installation of Oozie server
- Configuration of Oozie
- Explain workflows
- What are decision nodes
- Explain property files
- Explain coordinator jobs of Oozie
- What are bundle jobs
- Apache Oozie is a Java Web application used to plan Apache Hadoop jobs. Oozie integrates multiple jobs in a sequence into a single logical unit of work. It's integrated into the Hadoop stack, using YARN as its central architectural component and it includes Hadoop job requests that use Apache MapReduce, Apache Pig, Apache Hive, and Apache Sqoop. Learn all the Oozie data sets and functions in this module of diploma in big data analytics in Mumbai and manage all the services easily. We provide you hands-on knowledge in all the modules related to Big data tools and techniques. Check our course details today.
Apache Hbase
- 3 Quizzes
- 1 Project
- Explain Hbase
- Hbase requirements
- Architecture related Hbase
- Components involved in Hbase
- Explain Hbase Master
- What are region servers
- Installation of HBase
- Configuration of Apache Hbase
- How to create sample tables
- HBase queries
- Techstack Academy designed this diploma in big data analyst course in Mumbai with an advanced curriculum in which you are going to learn all the current tools and techniques that are being used in current industries to handle big data. HBase is utilized to manage and store unstructured Hadoop data in a very big amount. It can also be used to serve as a warehouse to store the entirety of Hadoop data, however we mostly see it utilized for writing-heavy tasks. Apache HBase is a data store that is column-oriented designed to run on top of the Hadoop Distributed File System (HDFS). Learn all the related facts of Hbase with our experienced trainers.
Apache Spark
- 3 Quizzes
- 1 Project
- What is real time data analytics
- Explain Spark
- Spark evolution
- Spark features
- Spark components
- What is Spark-RDD
- Installation steps of Spark
- Core programming involved in Spark
- What is Spark deployment
- What is advanced spark programming
- Join TechStack Academy to learn the most advanced topics and tools related to Big Data Analytics which are used by industry experts to handle big data for their organisations. This module is about Apache Spark that is known as an extremely fast, simple-to use and general-purpose engine for processing big data with built-in modules to stream, SQL, Machine Learning (ML) and graph processing. Spark allows you to produce reports in a short time and process aggregations of a huge quantity of streams and static data. It's simple enough to implement and we will teach you how data scientists can use Spark features via R and Python-connectors to handle big data in bulk.
Cluster Monitoring and Management
- 3 Quizzes
- 1 Project
- Explain cluster management cycle
- How to develop action plan
- How to develop communication platform
- Explain implementation cluster monitoring
- What is cluster monitoring
- Explain evaluation
- What is the purpose of evaluation
- What is cloudera manager
- Explain JMX monitoring and Jconsole
- Explain Hadoop User experience (HUE)
- This module is about cluster monitoring and management in which you are going to learn about clustering and how to do evaluation with right implementation under Hadoop user experience. A cluster is an ensemble of computers that are interconnected or hosts that collaborate to provide support for middleware applications like databases. In a cluster, every computer is called a node. Learn the complete management of cluster processes in this course of diploma in data analytics in Mumbai. We give you hands-on knowledge about the whole clustering processes and big data in a very unique manner. Enroll yourself to learn the most advanced tools with us.
Apache Spark
- 3 Quizzes
- 1 Project
- What is Apache Spark
- Explain MapReduce limitations
- What are Hadoop Compare Batch & Real time Analytics
- What are stream applications
- Explain in-memory processing
- Features and components of Apache Spark
- Spark benefits
- Spark installation
- What are alone user, Hadoop
- Explain ecosystem
- Techstack Academy always works in the learning field to provide the most advanced features and platform for our students to enhance their skills and become part of that field. Our trainers will teach you in more authentic ways which gives you the essence of working in the real industries. This module is about Apache Spark which allows you to produce reports in a short time, create reports quickly, and easily handle enormous amounts of big data.
Introduction to Programming in Scala
- 3 Quizzes
- 1 Project
- Scala features
- What are basic data types of Scala
- Explain operators list usage
- What are the methods used in scala
- Scala concepts
- What are classes and objects
- Explain scala types and operations
- What are functional objects
- Explain control structures
- Scala functions and closures
- If you want to become a big data scientist and continuously work in that field, this course of diploma in big data analytics is best suited for you which is created by Techstack Academy’s best experts who have the experience of working in the industry for 10+ years. Scala is used for data processing, computing distributed as well as web design. It is the powerhouse of the infrastructure for data engineering of many businesses. Learn how to use its classes and objects, functional objects, build in control structures, and different methods of scala in the most effective manner with us in a practical approach in offline or online classroom sessions.
Spark Meets Hive
- 3 Quizzes
- 1 Project
- Explain Hive
- Architecture of Spark SQL
- What is spark execution model
- Sample implementation
- What is spark SQL
- How to integrate spark SQL
- What are data hive queries
- Spark shared variables performance tuning
- Explain accumulators with broadcast variables
- Explain building applications
- If you are so passionate about learning big data in a more advanced way without any to become a part of the industry. This is the best course designed for you by Techstack Academy which is a diploma in big data analytics in Mumbai. Spark is very fast at processing due to the fact that it utilizes RAM that is random access (RAM) rather than writing intermediate data onto disks. Hive is able to store data from many sources and process it in batches using MapReduce. And you can learn the concepts of Hive and Spark in this certification course of big data analytics.
Spark SQL
- 3 Quizzes
- 1 Project
- Overview of Spark SQL
- Spark SQL features and architecture
- Convert methods
- Explain RDDs with data frames
- Spark SQL installation
- Spark SQL concepts
- Hive integration concepts
- Spark SQL dataframes
- Operations dataframes
- Spark SQL tables
- This diploma course for big data analytics will be beneficial for you if you have keen interest in the handling of big data for your organisation or become a part of the current more advanced field. This module is all about Spark SQL which is a Spark module that is designed for the processing of structured data. It is an abstraction of programming known as DataFrames and also acts as an open source SQL query engine. It also allows for an extremely powerful integration with the rest of the Spark ecosystem. We will teach you how to use sql with the spark platform to handle and store important big data and related information.
Spark Streaming
- 3 Quizzes
- 1 Project
- Spark streaming concepts
- Spark streaming models
- Components of spark streaming
- Basic and advanced sources
- Working state full operations
- Operations of join and window
- Explain windows based transformations
- What is arbitrary stateful computations
- Unified stack advantages
- Explain performance of spark streaming
- Techstack Academy designed this diploma in big data analytics course in Mumbai for all the students who want to make their career in the field of Big Data. This module is about spark streaming in which you are going to learn about its concepts, operations, unified stacks, and about performances. Spark Streaming takes live input data streams and breaks these streams into batches that are later handled through Spark's engine to create an end-to-end stream of data in batch. Spark Streaming offers an abstraction of high-level quality, called discretized stream, also known as DStream, which is the continuous flow of data.
Introduction to Spark Machine Learning
- 3 Quizzes
- 1 Project
- Uses and techniques of spark machine learning
- Explain machine learning concepts
- Spark ML components
- What is Fan ML dataset
- Explain ML algorithm, model selection
- Discuss cross validation
- What is processing, preparing data and obtaining
- What are recommendation models
- Explain classification models
- Overview of regression models
- This module is about Spark machine learning which is a part of a diploma in big data analytics course in Mumbai. Techstack Academy has the best trainers of the industry who have industry experience of about 10+ years and provide you with a learning program according to the standards of current industries. Apache Spark is the fastest machine for processing big data at a continuous rate. Spark operates using RAM rather than disks and can complete the data processing more quickly. Learn with us and enhance your skills with the fastest spark machine learning platform here at Techstack Academy.
Spark Graphx Programmings
- 3 Quizzes
- 1 Project
- Spark graphx programming concepts
- Graph limitations
- What is parallel system
- Graph operations
- Explain graph system optimizations
- Overview of graph operators
- What are graph builders
- Explain graph algorithms
- What is pregel API
- Explain optimized representation
- GraphX is a robust graph processing API that is part of Apache Spark. Apache Spark analytics engine that allows you to draw insight from massive data sets. GraphX provides you with unprecedented speed and performance for running massively parallel machine learning algorithms. Learn about a variety of ways of creating a graph using the collection of vertices and edges within an RDD, or on disk. We will teach you with a variety of different graph algorithms and graph builders that complete the task of graph analytics. Diploma in Big Data Analytics is the most advanced course of the industry which is provided by Techstack Academy, Mumbai.
- Capstone Project
- Career Assistance: Resume building, Mock interviews, 1:1 mentorship and Career fair
- Program Certificate from 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
Career Support
Our well-connected placement team is dedicated to providing you with the best opportunities from the top organizations that are relevant to your profile.
350+Leading organizations hire our alumni
7000+Successful career transitions
Reviews by Students
Know what our students have to say about us.
Ritvik Sahni DBDA
The faculty members have a deep understanding of the subject. The classes are fun and engaging. The personne are very helpful towards students and provide great solutions for their queries. Overall, it's an excellent place to begin the journey towards Big Data Analytics.
Vishesh Goel DBDA
It's an excellent learning experience at Techstack Academy. We are taught by the best trainer. The case studies prove beneficial even in the industries. He has the ability to generate enthusiasm and engage students in a very impressive way! His teaching methods are on level and beyond compare! He is highly recommended to you want to master the complex concepts of Big Data easily!
Dinesh Chauhan DBDA
I would highly suggest Techstack Academy’s training program of diploma in big data analytics for advanced learning of Big data technique and tools. They're organized, they have extremely well connected curriculum and knowledgeable trainers and also offer internship programs.
Sudhakar Tripathi DBDA
They have the best faculties I must say. At Techstack Academy, Initially I believed that I would be difficult to get into because I don't have a Coding background, but our trainer assisted me in developing the idea and making the concepts fun and easy. I wish I could have had trainers like them in my beginning days . Thanks for helping me to make my experience simple and enjoyable.
Chitvan Singh DBDA
Techstack Academy’s trainers are highly experienced. I would highly recommend joining Techstack to anyone trying to master Big Data Analytics. After the course is completed, the trainers are happy to help the student in any way they can.
Rani SharmaDBDA
Excellent learning experience with trainers as they taught in the most advanced way. The trainers provide the most effective method to help everyone learn and understand the concepts. I would recommend anyone looking to learn in the field of data analytics to look into Techstack Academy as they also provide 100% job assistance too.
Batch Starting: 09 Dec 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.
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: 09 Dec 2024
Frequently Asked Questions
How many modules are there in this diploma course?
Techstack Academy designed this course specially for those students and professionals who want to pursue their career in the field of big data analytics and who want to change their career in this advanced field. Big data is a popular field which is used widely by current industries. In this diploma course in big data and analytics in Mumbai we have included 41 advanced modules which covers internship as well. This course is designed to enhance your skills with the help of current tools and technologies. Learn it with our experienced trainers guidance and you will become a fully professional big data analyst.
What is the procedure of job placement at your institute?
Techstack Academy is one of the top institutes of Mumbai to provide the best advanced IT courses for students who want to make their career with current technologies. We have the best industry experts as trainers who will teach you according to the industry standards that will help you directly during the interview process. We provide 100% placement assistance during and after the course completion. We will arrange interviews for you with the advanced industries. Our trainers will help you to enhance your skills to follow your dream career and make place for yourself with one of the MNC organizations.
Can I get the internship certification as well?
In this course of diploma in big data analytics, Techstack Academy includes an internship program which will help you directly enhance your skills according to the industry standards with the help of working with real time projects or industry level projects. After successfully completing our program, you will be offered the chance to do an internship under our associated company for which you will get certification as well. Learn our diploma course under our experienced trainers and make your career in the most lucrative field of today’s time.
Can I take an online class for this diploma course?
When everything is going digital in the present scenario, why education not as well. That is why we include both modes online and offline to learn for our courses. If you can easily come to our institute to take the sessions for big data, you are most welcome. But, if you can’t come because of any condition, you can take our online classroom training programs for a diploma in big data course. Overall scenario will be the same for both the modes as curriculum, trainer, or learning material. The only difference in the amount of fees. To know more, you can directly contact with us through our website or [email protected]
Can I take a demo session before joining?
Yes, you can always take a free demo session for our courses at Techstack Academy. It is the best way to gain trust of your students and trainer. If you have come to our institute and inquire about our course and want to meet with your trainer directly, you can take our demo session. This demo session will provide you the confidentiality of your trainer, the way of teaching, how he or she handles your queries and other. Visit our institute for the query about your courses and request for the demo session or you can take it online too.
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Know More About Techstack
Explain Big Data and its tools.
Big data is data that has many varieties and is a combination of structured and unstructured data sets, which are accessed to make a useful insight for any company or business at a greater velocity. In simple terms, it is bigger, more complex data sets, especially those derived from new sources of data. The data sets are so massive that traditional data processing software isn't able to handle these data sets. However, these huge amounts of data are able to be utilized to solve business issues which you cannot solve on your own.
There are many tools used to handle big data which are Hadoop, Adobe Spark, Adobe Hive, Adobe Pig, Adobe Oozie, Adobe Flume and more.
What is the scope of Big Data Analytics?
Big data Analytics is the solution for the companies of the present time and it is the new world technology to handle valuable data for the organizations for their future. Big data isn't only an aspect of the future, it could even be the future itself. The way businesses or organizations, as well as the IT personnel all use the data and sets to make their future plans for the benefit of the company. Without the data, you can make the insight for the process of the services and goods of the companies. Big data is the need for the current industries, thus, it has a lot of scope in the present time and in the future too.
Explain Big Data Insights.
Data insights is the understanding that an individual or company acquires from analysing data about specific issues. This understanding allows organizations to make better decisions than using intuition. Data insights build on the patterns and information provided to get the hidden valuable information for the future trend. In this diploma course of big data analytics in Mumbai, Techstack Academy’s trainers will teach you how you can make insights and other useful information with the help of big data.
How Big Data helps organisations?
Big data helps organizations in many ways and big data analytics helps businesses to handle a lot of data to make proper insightful information for the betterment of the company. With the help of big data, companies are now able to provide better customer service which will increase profits. It helps businesses analyze data and make better decisions. In addition, data breaches can create the need for improved security. This is a problem that technology can help solve. Learn different big data analytics tools which will help you handle data more conveniently, and more accurately in our diploma in big data analytics course in Mumbai at Techstack Academy.
Why is Hadoop used in big data analytics?
Hadoop is an open source, Java based framework used to store and process large data. In the present, when many applications are creating huge data that needs to be processed Hadoop has a key part in providing a needed overhaul to the world of databases. Hadoop is a very convenient platform which provides big data services. It helps in easily handling unstructured data in big amounts. You can learn about Hadoop, in our exclusive course of diploma in big data analytics in Mumbai at Techstack Academy. We have industry’s best trainers who provide you the learning program according to the industry standards.
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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June 2019 Batch
Ravya Malik :I joined Techstack Academy in January 2020 to improve my skills in Big Data Analytics.I would like to add that this is the most effective institute to study and enhance your technical knowledge. I took online classes because of the Pandemic Situation, however I did not feel that there is more interaction or less involvement when compared to traditional classroom instruction. Our trainer has been extremely accommodating and has helped me through my studies and even afterward. This is the best learning program online. I'm eager to enroll myself in the second phase for advancement as soon as possible.
Devika Choudhary :It's been a successful journey with Techstack Academy to date. As someone who comes from a non-IT, Non Coding background. I was skeptical initially when I first was accepted into the Big Data Analytics course. But, within a few months, thanks to the help from our beloved sir, I've been able to get the basic and advanced techniques easily. Techstack has great instructors, and the entire staff is very helpful. I truly felt that their emphasis is not only in completing the course instead, it is to pass on the skills and understanding and build a logical foundation. Highly recommended
Rajat Sharma :It was a wonderful opportunity to learn under Techstack Academy. The Institute has a great staff. The trainers here are proficient in providing the basics of knowledge as well as illustrating the basic concepts. The course is planned in a way to move forward quickly with the most advanced course. Recorded sessions provide the essential basis for self-revision. Overall, we had a fantastic journey with our trainer and Techstack Academy.
Manish Jain :If there were over 5 stars, I would also give them. This isn't an institution that we pay for an amount to study and move on to the next level, it's more than that. If you're from any background, any industry and would like assistance to change your career in the area of analytics, then this is the only option that you should select. They offer both offline and online modes to provide information so that we can decide according to our convenience. They have great trainers who are real-life experts who will not only aid you in gaining knowledge of the domain but also will support you as a mentor throughout your life.
Kanishk Jain :Techstack Academy is the best institute to learn a diploma course in big data analytics in Mumbai. Personal attention is given to each student, and typically there are between 5 to 10 students per batch. In every other institution, the validity of the course is limited, but in Techstack Academy the course's validity is for life and even after a few years, if we would like to join to get approval of any subject, you can join at any time. They give you 100% placement assistance and guidance, and provide you certifications, which is widely recognized. Therefore, without any single doubt, sign up with Techstack If you would like to follow the right career path.
Vipul Guglani :Learning isn't possible without the right teacher. I must admit that my Diploma in big data analytics journey would not have been possible without our most experienced trainer of Techstack Academy. They have the best. I was initially thinking that this was not my thing but they made me realize that it was. Thank you for being so helpful and encouraging throughout my learning journey. I will never forget the memories I cherish from the classroom lessons we had together.
