Hadoop & Data Science NLP (All in One Course)

Course

Online

£ 10 + VAT

Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

The demand for Big Data Hadoop Developers, Architects, Data Scientists, Machine Learning Engineers is increasing day by day and one of the main reason is that companies are more keen these days to get more accurate predictions & forecasting result using data. They want to make sense of data and wants to provide 360 view of customers thereby providing better customer experience. This course is designed in such a way that you will get an understanding of best of both worlds i.e. both Hadoop as well as Data Science. You will not only be able to perform Hadoop related operations to gather data from the source directly but also they can perform Data Science specific tasks and build model on the data collected. Also, you will be able to do transformations using Hadoop Ecosystem tools. So in a nutshell, this course will help the students to learn both Hadoop and Data Science Natural Language Processing in one course. Companies like Google, Amazon, Facebook, Ebay, LinkedIn, Twitter, and Yahoo! are using Hadoop on a larger scale these days and more and more companies have already started adopting these digital technologies. If we talk about Text Analytics, there are several applications of Text Analytics (given below) and hence companies prefer to have both of these skillset in the professionals.One of the application of text classification is a faster emergency response system can be developed by classifying panic conversation on social media
Another application is automating the classification of users into cohorts so that marketers can monitor and classify users based on how they are talking about products, services or brands online
Content or product tagging using categories as a way to improve browsing experience or to identify related content on the website. Platforms such as news agencies, directories, E-commerce, blogs, content curators, and likes can use automated technologies to classify and tag content and products
who want to transition to Hadoop and...

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

You will be able to develop a real world an end to end application which will encompass both Hadoop as well as Natural Language Processing (Data Science)
Setup a Hadoop Cluster on your laptop free of cost and then connect to different hadoop services
Develop distributed applications based on Hadoop Framework, Different Hadoop pillars, HDFS Architecture, MapReduce and different types of Data in Hadoop
Visualize Hadoop ecosystem services as well as components like Memory usage, Cluster Load etc. in the form of dashboard on a Web Interface called Ambari
Design and Develop scalable, fault tolerant and flexible applications which can store and distribute large data sets across inexpensive servers
Develop scripts based on several commands in Hadoop to manage files and datasets
Understand the different building blocks of Apache NIFI helping in data movement, transformation etc. Also learn about NIFI Architecture and its various applications
Steps to Install Apache NIFI and making changes in configuration files to run it seamlessly
Develop a complete workflow application in NIFI which can take data from the streaming source, perform transformations on this data and then store it in Hadoop
Spin up Apache Solr as one of the service, configure it to receive streaming data from NIFI processor to perform real time analytics on this data
Understand the architecture and concepts related to Apache Solr as well as several of its features
Create a Banana Dashboard to visualize the real time analytics happening on live streaming data after getting an understanding of components and structure of Banana Dashboard
Visualize where does Hive fit in Hadoop Ecosystem, its Architecture as well as how exactly it works
Develop an understanding of how data can be stored in structured form in Apache Hive. In depth knowledge of several of its components.
Develop and Visualize the data in the form of Graphs, Histograms, Pie Charts etc

Anyone who wants to learn both Hadoop and Data Science from scratch
Developers, Programmers or Database Administrators who want to transition to Hadoop and Hadoop Ecosystem tools like HDFS, Hive, Solr, NIFI, Banana and also wants to explore Data Science
Aspiring Data Scientists, Data Analysts, Business Analysts who want to learn Natural Language Processing as an added arsenal as well as wants to learn Hadoop as well
Product , Program or Project Managers who wants to understand the complete architecture as well as understand how Hadoop and Data Science can be integrated together
Enterprise Architects, Solution Architects who wants to learn about Hadoop Ecosystem and related technologies to design Big Data related solutions

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Reviews

This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Install
  • Works
  • Apache
  • NLP
  • Access

Course programme

Introduction to Hadoop 5 lectures 43:40 General Overview of Hadoop A quick look at Hadoop History Hadoop Framework and Ecosystem Let's learn about HDFS and Mapreduce Peak into Hadoop YARN Introduction to Hadoop 5 lectures 43:40 General Overview of Hadoop A quick look at Hadoop History Hadoop Framework and Ecosystem Let's learn about HDFS and Mapreduce Peak into Hadoop YARN General Overview of Hadoop General Overview of Hadoop General Overview of Hadoop General Overview of Hadoop A quick look at Hadoop History A quick look at Hadoop History A quick look at Hadoop History A quick look at Hadoop History Hadoop Framework and Ecosystem Hadoop Framework and Ecosystem Hadoop Framework and Ecosystem Hadoop Framework and Ecosystem Let's learn about HDFS and Mapreduce Let's learn about HDFS and Mapreduce Let's learn about HDFS and Mapreduce Let's learn about HDFS and Mapreduce Peak into Hadoop YARN Peak into Hadoop YARN Peak into Hadoop YARN Peak into Hadoop YARN Let's Tame the Elephant - Install Hadoop Sandbox and Run few Hadoop Commands 3 lectures 32:51 Download Hadoop and other supporting tools on your Desktop/Laptop Install Hadoop and make Configuration changes Access Hadoop Sandbox and Welcome Page Let's Tame the Elephant - Install Hadoop Sandbox and Run few Hadoop Commands 3 lectures 32:51 Download Hadoop and other supporting tools on your Desktop/Laptop Install Hadoop and make Configuration changes Access Hadoop Sandbox and Welcome Page Download Hadoop and other supporting tools on your Desktop/Laptop Download Hadoop and other supporting tools on your Desktop/Laptop Download Hadoop and other supporting tools on your Desktop/Laptop Download Hadoop and other supporting tools on your Desktop/Laptop Install Hadoop and make Configuration changes Install Hadoop and make Configuration changes Install Hadoop and make Configuration changes Install Hadoop and make Configuration changes Access Hadoop Sandbox and Welcome Page Access Hadoop Sandbox and Welcome Page Access Hadoop Sandbox and Welcome Page Access Hadoop Sandbox and Welcome Page The Niagara Files - Introduction to Apache NIFI 3 lectures 16:06 NIFI Concepts Acquire knowledge on Apache NIFI's UI Canvas Components Apache NIFI Architecture The Niagara Files - Introduction to Apache NIFI 3 lectures 16:06 NIFI Concepts Acquire knowledge on Apache NIFI's UI Canvas Components Apache NIFI Architecture NIFI Concepts NIFI Concepts NIFI Concepts NIFI Concepts Acquire knowledge on Apache NIFI's UI Canvas Components Acquire knowledge on Apache NIFI's UI Canvas Components Acquire knowledge on Apache NIFI's UI Canvas Components Acquire knowledge on Apache NIFI's UI Canvas Components Apache NIFI Architecture Apache NIFI Architecture Apache NIFI Architecture Apache NIFI Architecture Install and Configure NIFI 2 lectures 31:08 Download and Install Apache NIFI Configure Apache NIFI Install and Configure NIFI 2 lectures 31:08 Download and Install Apache NIFI Configure Apache NIFI Download and Install Apache NIFI Download and Install Apache NIFI Download and Install Apache NIFI Download and Install Apache NIFI Configure Apache NIFI Configure Apache NIFI Configure Apache NIFI Configure Apache NIFI Full Text Search with Apache Solr - An Introduction 5 lectures 19:47 An introduction of Apache Solr and some of its features Learn Basics and Components of Search Engine How Search Engine works? Peak into the Architecture of Apache Solr Apache Solr - Basic Concepts Full Text Search with Apache Solr - An Introduction 5 lectures 19:47 An introduction of Apache Solr and some of its features Learn Basics and Components of Search Engine How Search Engine works? Peak into the Architecture of Apache Solr Apache Solr - Basic Concepts An introduction of Apache Solr and some of its features An introduction of Apache Solr and some of its features An introduction of Apache Solr and some of its features An introduction of Apache Solr and some of its features Learn Basics and Components of Search Engine Learn Basics and Components of Search Engine Learn Basics and Components of Search Engine Learn Basics and Components of Search Engine How Search Engine works? How Search Engine works? How Search Engine works? How Search Engine works? Peak into the Architecture of Apache Solr Peak into the Architecture of Apache Solr Peak into the Architecture of Apache Solr Peak into the Architecture of Apache Solr Apache Solr - Basic Concepts Apache Solr - Basic Concepts Apache Solr - Basic Concepts Apache Solr - Basic Concepts Install and Configure Apache Solr 1 lecture 27:34 Spin up Apache Solr and configure it to receive data Install and Configure Apache Solr 1 lecture 27:34 Spin up Apache Solr and configure it to receive data Spin up Apache Solr and configure it to receive data Spin up Apache Solr and configure it to receive data Spin up Apache Solr and configure it to receive data Spin up Apache Solr and configure it to receive data Twitter App Setup for Bringing Data into Hadoop 1 lecture 11:20 Create Twitter App to get the tweets into Hadoop Twitter App Setup for Bringing Data into Hadoop 1 lecture 11:20 Create Twitter App to get the tweets into Hadoop Create Twitter App to get the tweets into Hadoop Create Twitter App to get the tweets into Hadoop Create Twitter App to get the tweets into Hadoop Create Twitter App to get the tweets into Hadoop Banana Dashboard for Visualizing Real Time Streaming Data 2 lectures 01:11:33 Introduction to Banana Dashboard - Overview, Components and Structure Spin up Banana Dashboard for Real Time Stream Analytics Visualization Banana Dashboard for Visualizing Real Time Streaming Data /p NLP - Train a Machine Learning model using Naive Bayes Algorithm NLP - Train a Machine Learning model using Naive Bayes Algorithm NLP - Train a Machine Learning model using Naive Bayes...

Additional information

Basic Python Programming A computer with at least 8 GB of RAM

Hadoop & Data Science NLP (All in One Course)

£ 10 + VAT