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Video Tutorials
Big Data Analytics Video Tutorial

Architecture & Components of Hadoop Distributed File System HDFS Big Data Analytics by Mahesh Huddar
Architecture and Components of Hadoop Distributed File System (HDFS)  Big Data Analytics
17CS82 Big Data Analytics Tutorial (18CS72)
#BigDataAnalytics
#HDFSComponents
#HDFSArchitecture
#HadoopArchitecture
#Hadoop
#HDFS
Hadoop distributed file system basics,
hdfs architecture,
hdfs architecture in hadoop,
hdfs components,
hdfs tutorial for beginners,
hdfs commands with examples,
hdfs file system,
hdfs interview questions and answers,
hdfs namenode federation,
hdfs components in big data,
hdfs safe mode 
Step by Step Procedure Hadoop Installation Configuration on Ubuntu Operating System by Mahesh Huddar
Step by Step Procedure  Hadoop Installation and Configuration on Ubuntu Operating System  Big Data Analytics Tutorial 17CS82
Step To Install Hadoop: https://www.vtupulse.com/bigdataanalytics/howtoinstallhadoopinubuntu/
#Hadoop
#HadoopInstallation
#HadoopInstallationProcedure
Tutorials:
Machine Learning  https://www.youtube.com/playlist?list=PL4gu8xQu0_5JBO1FKRO5p20wc8DprlOgn
Big Data Analysis  https://www.youtube.com/playlist?list=PL4gu8xQu0_5I_UtjmsGnjfhAEzcXoas1O
Data Science and Machine Learning  https://www.youtube.com/playlist?list=PL4gu8xQu0_5JBO1FKRO5p20wc8DprlOgn
Python Tutorial  https://www.youtube.com/playlist?list=PL4gu8xQu0_5LBhuN1tdrdbId2MiaXXIwT
Interview Preparation:
Find the output of C Program  https://www.youtube.com/watch?v=68XPz7gT7Y4&list=PL4gu8xQu0_5IJZzGFqRGO5sNFAIJp6Wj5
Scholarship: https://www.youtube.com/watch?v=y5QrquwOjds&list=PL4gu8xQu0_5ITA2MImPEWjCR4PxA11jj
VTU Updates: https://www.youtube.com/watch?v=JLP0SNCYqp4&list=PL4gu8xQu0_5LYfUknzyHc1GtKqT8oNDxs
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Design Features of Hadoop Distributed File System (HDFS) Big Data Analytics 17CS82 by Mahesh Huddar
Design Features of Hadoop Distributed File System (HDFS)  Big Data Analytics
17CS82  Big Data Analytics (18CS72)
Design Features of Hadoop Distributed File System (HDFS)  Big Data Analytics
#FesturesOfHDFS
#DesignFeatureHDFS
#BigDataAnalytics
#HDFSBlockReplication
#HDFSArchitecture
#HDFSComponents
#Hadoop
#HDFS
hdfs architecture,
hdfs architecture in hadoop,
hdfs components,
hdfs tutorial for beginners,
hdfs commands with examples,
hdfs file system,
hdfs interview questions and answers,
hdfs namenode federation,
hdfs components in big data,
hdfs safe mode
hdfs block replication,
hdfs block replication example,
hdfs block repair,
hdfs block replication in hindi,
block replication in hdfs,
block replication in hadoop,
HDFS Tutorial,
hdfs features,
hdfs design features 
Block Replication in Hadoop Distributed File System (HDFS)  Big data Analytics by Mahesh Huddar
Block Replication in Hadoop Distributed File System (HDFS)  Big data Analytics
Blog (Web Notes): https://www.vtupulse.com/bigdataanalytics/hdfsblockreplicationbigdataanalytics/
15CS82 Big Data Analytics Tutorial (18CS72)
#BigDataAnalytics
#HDFSBlockReplication
#HDFSArchitecture
#HDFSComponents
#Hadoop
#HDFS
hdfs block replication,
hdfs block replication example,
hdfs block repair,
hdfs block replication in hindi,
block replication in hdfs,
block replication in hadoop,
HDFS Tutorial,
hdfs features,
hdfs design features 
Safe Mode Rack Awareness High NameNode Availability NameNodeFederation CheckPoints Backup Snapshots
Safe Mode Rack Awareness High NameNode Availability NameNodeFederation CheckPoints Backup Snapshots  HDFS
Blog / Web Notes:
Name Node Federation, Checkpoint, Backup, and Snapshots in Hadoop Cluster:
https://www.vtupulse.com/bigdataanalytics/namenodefederationcheckpointbackupandsnapshots/
Safe Mode and High Name Node Availability:
https://www.vtupulse.com/bigdataanalytics/safemodehighnamenodeavailabilityinhadoopcluster/
Important Concepts related to HDFS  Biga Data Analytics 15CS82
The following concepts are discussed in details
HDFS Safe Mode
HDFS Rack Awareness
HDFS High Name Node Availability
HDFS Name Node Federation
HDFS Checkpoints
HDFS Backup
HDFS Snapshots
#HDFSSafeMode
#HDFSRackAwareness
#HDFSHighNameNodeAvailability
#HDFSNameNodeFederation
#HDFSCheckpoints
#HDFSBackup
#HDFSSnapshots 
Hadoop MapReduce Model  Big Data Analytics Tutorial by Mahesh Huddar
Hadoop MapReduce Model  Big Data Analytics Tutorial
Blog / Web Notes:
https://www.vtupulse.com/bigdataanalytics/hadoopmapreduceparalleldataflowmodel/
Hadoop MapReduce Parallel Data Flow Model Big Data Analytics
Mapper Stage
Reducer Stage
Split Stage
Combiner Stage
Shuffle Stage
#MapReduceModel
#MapReduceParalleDataFlow
#Hadoop
Word Count Program Example in MapReduce Model
Big Data Analytics Tutorial  17CS82
mapreduce in hadoop,
mapreduce tutorial,
mapreduce parallel data flow,
mapreduce example,
mapreduce in big data,
mapreduce word count explained,
mapreduce architecture in hadoop,
mapreduce debugging,
hadoop mapreduce,
hadoop mapreduce tutorial,
hadoop mapreduce example,
hadoop mapreduce job execution,
hadoop mapper and reducer,
hadoop mapreduce explained 
HDFS User Commands  Big Data Analytics Tutorial by Mahesh Huddar
HDFS User Commands  Big Data Analytics Tutorial
15CS82  Big Data Analalytics
HDFS User Commands are discussed in this video.
#HDFSCommands
#HDFSUserCommands
#HDFS
hdfs commands with examples,
hdfs commands for hadoop,
hdfs components in big data,
hdfs commands edureka,
hdfs commands interview questions,
hdfs configuration files,
hdfs commands tutorial,
hdfs command to create a file, 
Word Count Program in C++ using Pipes interface Hadoop MapReduce Model by Mahesh Huddar
WordCount Program in C++ using Pipes interface (Hadoop MapReduce Model)  Big Data Analytics Tutorial
15CS82
#HadoopMapReduceModel
#WordCountProgram
#WordCountUsingC++Pipes
#BigDataAnalyticsTutorial
hadoop mapreduce,
hadoop mapreduce tutorial,
hadoop mapreduce example,
hadoop mapreduce job execution,
hadoop mapper and reducer,
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hadoop mapreduce wordcount example explanation,
hadoop mapreduce word count,
hadoop mapreduce wordcount example,
mapreduce wordcount example ,
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hadoop wordcount sort by frequency,
hadoop wordcount sort by value,
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word count program in hadoop in windows,
word count problem using mapreduce 
WordCount Program in Java Hadoop MapReduce Model  Big Data Analytics Tutorial by Mahesh Huddar
WordCount Program in Java Hadoop MapReduce Model  Big Data Analytics Tutorial
15CS82
#HadoopMapReduceModel
#WordCountProgram
#WordCountUsingJava
#BigDataAnalyticsTutorial
hadoop mapreduce,
hadoop mapreduce tutorial,
hadoop mapreduce example,
hadoop mapreduce job execution,
hadoop mapper and reducer,
hadoop mapreduce explained
hadoop mapreduce wordcount example explanation,
hadoop mapreduce word count,
hadoop mapreduce wordcount example,
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word count problem using mapreduce 
Word Count Program using Python Streaming Interface  Big Data Analytics Tutorial by Mahesh Huddar
Word Count Program using Python Streaming Interface  Big Data Analytics Tutorial
#WordCountProgram
#PythonStreamingInterface
hadoop mapreduce wordcount example explanation,
hadoop mapreduce word count,
hadoop mapreduce wordcount example,
mapreduce wordcount example ,
hadoop wordcount example,
hadoop wordcount program,
hadoop wordcount sort by frequency,
hadoop wordcount sort by value,
hadoop wordcount jar,
wordcount program in hadoop,
wordcount program in mapreduce,
word count program in hadoop in windows,
word count problem using mapreduce 
Debugging MapReduce Parallel Application  Big Data Analytics Tutorial by Mahesh Huddar
Debugging MapReduce Parallel Application  Big Data Analytics Tutorial 15CS82
Debugging
MapReduce
YARNResource Manager
syserr, sysout and logsys log files in HDFS Yarn Resource managers
#Debugging
#DebuggingMapReduceApplication
#YARNResourceManager
hdfs features,
hdfs design features
mapreduce in hadoop,
mapreduce tutorial,
mapreduce parallel data flow,
mapreduce example,
mapreduce in big data,
mapreduce word count explained,
mapreduce architecture in hadoop,
mapreduce debugging 
Apache Sqoop  Hadoop Ecosystem  Big Data Analytics Tutorial by Mahesh Huddar
Apache Sqoop  Hadoop Ecosystem  Big Data Analytics Tutorial 15CS82
Prof. Mahesh G. Huddar
Dept. of Computer Science and Engineering
Hirasugar Institute of Technology, Nidasoshi, Belagavi, Karnataka, India
Apache Sqoop import and export methods are explained in detail.
#ApacheSqoop
#HadoopEcosystm
#BigDataAnalytics
sqoop hadoop tutorial,
sqoop commands with examples,
sqoop architecture,
sqoop tutorial for beginners,
sqoop export from hdfs to mysql,
sqoop import and export,
sqoop import data from mysql to hdfs,
sqoop tutorial for beginners,
sqoop installation in ubuntu,
sqoop import all tables except one,
sqoop import without primary key,
apache sqoop import and export methods 
Apache Flume Hadoop Ecosystem  Big Data Analytics Tutorial by Mahesh Huddar
Apache Flume Hadoop Ecosystem  Big Data Analytics Tutorial
Prof. Mahesh G. Huddar
Dept. of Computer Science and Engineering
Hirasugar Institute of Technology, Nidasoshi, Belagavi, Karnataka, India
What is Apache Flume..?
Why Apache Flume is required..?
Problems with put command
#BigDataAnalytics
#ApacheFlume
#Hadoop 
Apache Pig Hadoop Ecosystem  Big Data Analytics Tutorial by Mahesh Huddar
Apache Pig Hadoop Ecosystem  Big Data Analytics Tutorial  15CS82
Prof. Mahesh G. Huddar
Dept. of Computer Science and Engineering
Hirasugar Institute of Technology, Nidasoshi, Belagavi, Karnataka, India
What is Apache Pig..?
Why Apache Pig is so popularâ€¦?
Data Types in Apache Pig
Apache Pig usage modes
Pig Example WalkThrough
Running Pig Programs
Local mode
Cluster mode
#ApachePig
#HadoopEcosystem
#HDFS
apache pig tutorial,
apache pig installation on windows,
apache pig in hindi,
apache pig example,
apache pig is a data flow language,
apache pig vs hive,
apache pig vs mapreduce,
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apache pig mcqs,
how to install apache pig 
Apache Oozie Hadoop Ecosystem  Big Data Analytics Tutorial by Mahesh Huddar
Apache Oozie Hadoop Ecosystem  Big Data Analytics Tutorial 15CS82
Prof. Mahesh G. Huddar
Dept. of Computer Science and Engineering
Hirasugar Institute of Technology, Nidasoshi, Belagavi, Karnataka, India
What is Apache Oozie..?
Types of nodes in Oozie Workflow
Example
Simple Workflow Diagram
Complex Workflow Diagram
#ApacheOozie
#BigDataAnalyticsTutorial
#HadoopEcosystem
#ApacheHadoop
oozie hadoop tutorial,
oozie hadoop,
oozie job scheduling,
oozie workflow for hive,
oozie interview questions and answers,
apache oozie ppt,
apache oozie workflow example,
apache oozie installation,
apache oozie example,
apache oozie workflow for hadoop architecture 
Apache Hive Hadoop Ecosystem  Big Data Analytics Tutorial by Mahesh Huddar
Apache Hive  Hadoop Ecosystem  Big Data Analytics Tutorial
Prof. Mahesh G. Huddar
Dept. of Computer Science and Engineering
Hirasugar Institute of Technology, Nidasoshi, Belagavi, Karnataka, India
What is Apache Hive..?
Features of Apache Hive
Architecture and working of Apache Hive
Hive Example WalkThrough
Hive is a data warehouse infrastructure tool used to process structured data stored in the HDFS cluster.
#ApacheHive
#HadoopEcosystem
#HDFS
#HiveQL
#HQL
hive tutorial,
hive tutorial for beginners,
hive tutorial hadoop,
hive installation on windows,
apache hive tutorial,
apache hive installation,
apache hive architecture,
apache hive installation on windows 10,
apache hive explained,
apache hive in hindi,
apache hive demo 
Apache Spoop steps to Import and Export data between Database and HDFS by Mahesh Huddar
Apache Spoop steps to Import and Export data between Database and HDFS  Big Data Analytics Tutorial 15CS82
Prof. Mahesh G. Huddar
Dept. of Computer Science and Engineering
Hirasugar Institute of Technology, Nidasoshi, Belagavi, Karnataka, India
#ApacheSqoop
#SqoopImportExportMethod
#SqoopImportExample
#SqoopExportExample
#BigDataAnalytics
sqoop hadoop tutorial,
sqoop commands with examples,
sqoop architecture,
sqoop tutorial for beginners,
sqoop export from hdfs to mysql,
sqoop import and export,
sqoop import data from mysql to hdfs,
sqoop tutorial for beginners,
sqoop installation in ubuntu,
sqoop import all tables except one,
sqoop import without primary key,
apache sqoop import and export methods 
Apache HBase Hadoop Ecosystem  Big Data Analytics Tutorial by Mahesh Huddar
Apache HBase Hadoop Ecosystem  Big Data Analytics Tutorial
Prof. Mahesh G. Huddar
Dept. of Computer Science and Engineering
Hirasugar Institute of Technology, Nidasoshi, Belagavi, Karnataka, India
What is Apache HBase..?
Features of Apache Hbase
Limitations of Hadoop
Hbase Data Model Overview
Hbase Example WalkThrough
Create a Database and insert data
Inspect Database
Get a row
Get table cell
Delete Cell, Row, and Table
Scripting
#ApacheHBase
#Hadoop
#HDFS
#HadoopEcosystem
hbase in hadoop,
hbase architecture,
hbase tutorial for beginners,
hbase architecture in hadoop,
hbase installation on windows 10,
hbase commands,
hbase in hindi,
hbase interview questions and answers,
hbase installation on ubuntu,
hbase tutorial for beginners in hindi 
Apache YARN Resource Manager  Big Data Analytics Tutorial by Mahesh Huddar
Apache YARN Resource Manager  Big Data Analytics Tutorial
#ApacheYarn
#HDFS
#BigDataAnalytics
#YarnResourceManager
#YarnJobScheduler 
Hadoop Yarn Administration  Big Data Analytics Tutorial by Mahesh Huddar
Hadoop Yarn Administration  Big Data Analytics Tutorial
#BigDataAnalytics
#YarnAdministartion
#HadoopAdministration 
Using the Web GUI to Monitor the MapReduce Running Examples by Mahesh Huddar
Using the Web GUI to Monitor the MapReduce Running Examples  Big Data Analytics Tutorial 
Running Basic Hadoop Benchmarks  Big Data Analytics Tutorial by Mahesh Huddar
Running Basic Hadoop Benchmarks  Big Data Analytics Tutorial 
How to Run Hadoop MapReduce Examples  Big Data Analytics Tutorial by Mahesh Huddar
How to Run Hadoop MapReduce Examples  Big Data Analytics Tutorial 
Apache Ambari GUI Based method to manage Hadoop Services & configuration of Hadoop by Mahesh Huddar
Apache Ambari GUI Based method to manage Hadoop Services and configuration of Hadoop  Big Data Analyitics Tutorial 
Business Intelligence BI Tools BIDM Life Cycle  Big Data Analytics Tutorial by Mahesh Huddar
Business Intelligence BI Tools  Big Data Analytics Tutorial
Business Intelligence (BI) is an umbrella term that includes a variety of IT applications that are used to analyze an organization's data and communicate the information to relevant users.
#BusinessIntelligence
#BigDataAnalytics
Website: www.vtupulse.com
Facebook: https://www.facebook.com/VTUPulse
BIDM Life Cycle,
strategic decisions and operational decisions
Business Intelligence Tools,
Business Intelligence Vs Data Science,
Business Intelligence in Excel,
Business Intelligence Applications,
Business Intelligence Interview Questions,
Business Intelligence practices,
Business Intelligence data warehouse,
Business Intelligence in Hindi 
Business Intelligence BI Tools Applications  Big Data Analytics Tutorial by Mahesh Huddar
Business Intelligence BI Tools Applications  Big Data Analytics Tutorial
#BusinessIntelligence
#BigDataAnalytics
Website: www.vtupulse.com
Facebook: https://www.facebook.com/VTUPulse
BIDM Life Cycle,
strategic decisions and operational decisions
Business Intelligence Tools,
Business Intelligence Vs Data Science,
Business Intelligence in Excel,
Business Intelligence Applications,
Business Intelligence Interview Questions,
Business Intelligence practices,
Business Intelligence data warehouse,
Business Intelligence in Hindi 
Introduction to Data Warehouse  Big Data Analytics Tutorial by Mahesh Huddar
Introduction to Data Warehouse  Big Data Analytics Tutorial
#DataWarehouse
#BigDataAnalytics
Data warehouse and data mining,
data warehouse architecture,
star schema in data warehouse,
data warehouse concepts,
star schema data warehouse tutorial,
data warehouse interview questions,
Big Data Analytics,
17CS82, 15CS82,
VTU CBCS Notes 
Introduction to Data Mining  Big data analytics Tutorial by Mahesh Huddar
Introduction to Data Mining  Big data analytics Tutorial
#BigDataAnalytics
#DataMining
Website: www.vtupulse.com
Data Mining,
data mining and data warehousing,
Data mining architecture,
Data mining in excel,
Data mining tutorial,
data mining projects,
data mining techniques,
Data mining considerations,
Data mining functionalities,
Data mining for beginners 
Data Warehouse Architecture  Big Data Analytics Tutorial by Mahesh Huddar
Data Warehouse Architecture  Big Data Analytics Tutorial
Introduction to Data Warehouse: https://youtu.be/AzzNXwR4_9E
Data warehouse and data mining,
data warehouse architecture,
star schema in data warehouse,
data warehouse concepts,
star schema data warehouse tutorial,
data warehouse interview questions,
Big Data Analytics,
17CS82, 15CS82,
VTU CBCS Notes 
Introduction to Data Mining Techniques  Big Data Analytics Tutorial by Mahesh Huddar
Introduction to Data Mining Techniques  Big Data Analytics Tutorial
#BigDataAnalytics
#DataMiningTechniques
Website: www.vtupulse.com
Data Mining,
data mining and data warehousing,
Data mining architecture,
Data mining techniques in excel,
Data mining techniques tutorial,
data mining projects,
data mining techniques,
Data mining considerations,
Data mining functionalities,
Data mining for beginners 
Tools and Platforms for Data Mining  Big Data Analytics Tutorial by Mahesh Huddar
Tools and Platforms for Data Mining  Big Data Analytics Tutorial
#BigDataAnalytics
#DataMiningTechniques
Website: www.vtupulse.com
Data Mining,
Data Mining tools and techniques,
Data mining in Excel,
data mining in r,
datamining in python,
data mining in weka,
data mining in IBM SPSS,
data mining and data warehousing,
Data mining architecture,
Data mining techniques in excel,
Data mining techniques tutorial,
data mining projects,
data mining techniques,
Data mining considerations,
Data mining functionalities,
Data mining for beginners 
Cross Industry Standard Process for Data Mining  Big Data Analytics Tutorial by Mahesh Huddar
CrossIndustry Standard Process for Data Mining  Big Data Analytics Tutorial
#BigDataAnalytics
#CRIPSDM
website: www.vtupulse.com
CrossIndustry Standard Process for Data Mining,
Data Mining,
Data Mining tools and techniques,
Data mining in Excel,
data mining in r,
datamining in python,
data mining in weka,
data mining in IBM SPSS,
data mining and data warehousing,
Data mining architecture,
Data mining techniques in excel,
Data mining techniques tutorial,
data mining projects,
data mining techniques,
Data mining considerations,
Data mining functionalities,
Data mining for beginners 
Data Visualization in Data Mining  Big Data Analytics Tutorial by Mahesh Huddar
Data Visualization in Data Mining  Big Data Analytics Tutorial
#BigDataAnalytics
#DataVisualization
Website: www.vtupulse.com
Data Visualization in Data Mining,
Line graph in data mining,
Bar Graph in data mining,
Stacked bar graph in data mining,
scatter plot in data mining,
Bubble graph in data mining,
Box plots in data mining,
data mining and data warehousing,
Data mining architecture,
Data mining techniques in excel,
Data mining techniques tutorial,
data mining projects,
data mining techniques,
Data mining considerations,
Data mining functionalities,
Data mining for beginners 
Decision Tree with Solved Numerical Example  Big Data Analytics Tutorial by Mahesh Huddar
Decision Tree with Solved Numerical Example  Big Data Analytics Tutorial
In this video I will discuss how to build decision tree using CART algorithm for the given dataset.
#BigDataAnalytics
#DecisionTree
#DecisionTreeSolvedExample
Website: www.vtupuse.com
Facebook: https://www.facebook.com/VTUPulse
Decision Tree in data mining,
Decision Tree introduction,
Decision Tree in Machine learning,
Decision Tree with a simple solved example,
Decision Tree algorithm,
Decision Tree algorithm in python,
Decision Tree algorithm in SPSS,
Decision Tree classifier,
Decision Tree classifier in python,
Decision Tree Solved Example,
how decision tree algorithm works,
how decision tree algorithm is used in machine learning,
how decision tree algorithm is used in data mining 
1. Decision Tree Solved Play Tennis Example Big Data Analytics CART Algorithm by Mahesh Huddar
1. Decision Tree  CART Algorithm  Solved Play Tennis  Numerical Example  Big Data Analytics by Mahesh Huddar
In this tutorial, I will discuss how to build an optimal decision tree for,
For the given Play Tennis Data set apply the Decision Tree algorithm and find the optimal decision tree.
Also, predict the class label for the following exampleâ€¦?
Blog / Web Notes:
https://www.vtupulse.com/machinelearning/decisiontreeusingcartalgorithmsolvedexample1/
Other Solved Examples:
1. Decision Tree Solved Example: https://www.youtube.com/watch?v=K9tani59cw4
2. Decision Tree Solved Example: https://www.youtube.com/watch?v=aD2uEIB13LI
3. Decision Tree Solved Example: https://www.youtube.com/watch?v=405aSHoejFU
********************************
The following concepts are discussed:
______________________________
Decision Tree in data mining,
Decision Tree in Machine learning,
Decision Tree with a simple solved example,
Decision Tree algorithm,
Decision Tree algorithm in python,
Decision Tree classifier,
Decision Tree classifier in python,
Decision Tree Solved Example,
how decision tree algorithm is used in machine learning,
how decision tree algorithm is used in data mining,
ID3 Decision tree algorithm,
ID3 Algorithm
********************************
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2. Decision Tree Solved Numerical Example Big Data Analytics CART Algorithm by Mahesh Huddar
2. Decision Tree  CART Algorithm  Solved Numerical Example  Big Data Analytics by Mahesh Huddar
In this tutorial, I will discuss how to build an optimal decision tree for,
For the given Loan approval Data set apply the Decision Tree algorithm and find the optimal decision tree.
Also, find whether the loan is approved or not for the following exampleâ€¦?
Blog / Web Notes:
https://www.vtupulse.com/machinelearning/decisiontreeusingcartalgorithmsolvedexample2/
Other Solved Examples:
1. Decision Tree Solved Example: https://www.youtube.com/watch?v=K9tani59cw4
2. Decision Tree Solved Example: https://www.youtube.com/watch?v=aD2uEIB13LI
3. Decision Tree Solved Example: https://www.youtube.com/watch?v=405aSHoejFU
********************************
The following concepts are discussed:
______________________________
Decision Tree in data mining,
Decision Tree in Machine learning,
Decision Tree with a simple solved example,
Decision Tree algorithm,
Decision Tree algorithm in python,
Decision Tree algorithm in SPSS,
Decision Tree classifier,
Decision Tree classifier in python,
Decision Tree Solved Example,
how decision tree algorithm works,
how decision tree algorithm is used in machine learning,
how decision tree algorithm is used in data mining
********************************
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3. Decision Tree Solved Numerical Example Big Data Analytics ML CART Algorithm by Mahesh Huddar
3. Decision Tree  CART Algorithm  Solved Play Tennis  Numerical Example  Big Data Analytics by Mahesh Huddar
In this tutorial, I will discuss how to build an optimal decision tree,
For the given City Size, Avg. Income, Local Investors, LOHAS Awareness Data set apply the Decision Tree algorithm and find the optimal decision tree.
Also, predict the class label for a new example.
Blog / Web Notes:
https://www.vtupulse.com/machinelearning/decisiontreeusingcartalgorithmsolvedexample3/
Other Solved Examples:
1. Decision Tree Solved Example: https://www.youtube.com/watch?v=K9tani59cw4
2. Decision Tree Solved Example: https://www.youtube.com/watch?v=aD2uEIB13LI
3. Decision Tree Solved Example: https://www.youtube.com/watch?v=405aSHoejFU
********************************
The following concepts are discussed:
______________________________
Decision Tree in data mining,
Decision Tree in Machine learning,
Decision Tree with a simple solved example,
Decision Tree algorithm,
Decision Tree algorithm in python,
Decision Tree classifier,
Decision Tree classifier in python,
Decision Tree Solved Example,
how decision tree algorithm is used in machine learning,
how decision tree algorithm is used in data mining,
ID3 Decision tree algorithm,
ID3 Algorithm, Regression Decision Tree
********************************
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Regression Analysis  Big Data Analytics Tutorial by Mahesh Huddar
Regression Analysis  Big Data Analytics Tutorial
#BigDataAnalytics
#RegressionAnalysis
Website: www.vtupuse.com
Facebook: https://www.facebook.com/VTUPulse
Regression Analysis Introduction,
Regression Technique,
Regression coefficient,
Regression equation,
Regression Analysis,
Regression Analysis in excel,
Regression Analysis in SPSS,
Regression Analysis ba 2nd year,
Regression Analysis statistics 
Linear Regression Numerical Example with one Independent Variable by Mahesh Huddar
Linear Regression Numerical Example with one Independent Variable  Big Data Analytics Tutorial
#BigDataAnalytics
#RegressionAnalysis
Blog / Web Notes:
https://www.vtupulse.com/machinelearning/linearregressionsolvedexamplewithoneindependentvariable/
Website: www.vtupuse.com
Facebook: https://www.facebook.com/VTUPulse
Regression Analysis Introduction,
Regression Analysis Numerical example,
Regression Analysis example with one independent variable,
Regression Analysis with one dependent and one independent variable,
Regression Analysis numerical example manually solved,
Regression Analysis solved example,
Regression Technique,
Regression coefficient,
Regression equation,
Regression Analysis,
Regression Analysis in excel,
Regression Analysis in SPSS,
Regression Analysis ba 2nd year,
Regression Analysis statistics 
Linear Regression Numerical Example with Multiple Independent Variables by Mahesh Huddar
Linear Regression Numerical Example with Multiple Independent Variables Big Data Analytics Tutorial
#BigDataAnalytics
#RegessionSolvedExample
Website: www.vtupuse.com
Facebook: https://www.facebook.com/VTUPulse
Regression Analysis Introduction,
Regression Analysis Numerical example,
Regression Analysis example with multiple independent variables,
Regression Analysis with one dependent and one independent variable,
Regression Analysis numerical example manually solved,
Regression Analysis solved example,
Regression Analysis solved example with multiple independent variables,
Regression Analysis in excel,
Regression Analysis in SPSS,
Regression Analysis ba 2nd year,
Regression Analysis statistics 
Linear Regression Numerical Example with one Independent Variable Microsoft Excel by Mahesh Huddar
Linear Regression Numerical Example with one Independent Variable using Microsoft Excel
#BigDataAnalytics
#RegressionInExcell
Website: www.vtupuse.com
Facebook: https://www.facebook.com/VTUPulse
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Linear Regression Numerical Example Multiple Independent Variable Microsoft Excel by Mahesh Huddar
Linear Regression Numerical Example with Multiple Independent Variable using Microsoft Excel
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Introduction to Cluster analysis and K Means Algorithm Big Data Analytics Tutorial by Mahesh Huddar
Introduction to Cluster analysis and K Means Algorithm  Big Data Analytics Tutorial
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K Means Clustering Algorithm  Solved Numerical Example Big Data Analytics Tutorial by Mahesh Huddar
K Means Clustering Algorithm  Solved Numerical Example  Big Data Analytics Tutorial
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An Introduction to Artificial Neural Networks  Big Data AnalyticsTutorial by Mahesh Huddar
An Introduction to Artificial Neural Networks  Big Data AnalyticsTutorial
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Introduction to Association Rule Mining and Apriori Algorithm by Mahesh Huddar
Introduction to Association Rule Mining and Apriori Algorithm  Big Data Analytics Tutorial
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1. Association Rule Mining â€“ Apriori Algorithm  Numerical Example Solved by Mahesh Huddar
1. Association Rule Mining â€“ Apriori Algorithm  Numerical Example Solved  Big Data Analytics Tutorial
Please consider minimum support as 30% and confidence as 60%
In this video, I have discussed how to use Apriori Algorithm to find the Association rules for the given dataset. This is example number 1.
Link for example 1 is: https://www.youtube.com/watch?v=43CMKRHdH30
Link for example 2 is: https://www.youtube.com/watch?v=NT6beZBYbmU
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2. Association Rule MiningApriori Algorithm  Solved Numerical Example by Mahesh Huddar
2. Association Rule Mining â€“ Apriori Algorithm Solved Numerical Example  Big Data Analytics Tutorial
In this video, I have discussed how to use Apriori Algorithm to find the Association rules for the given dataset. This is example number 2.
Link for example 1 is: https://www.youtube.com/watch?v=43CMKRHdH30
Link for example 2 is: https://www.youtube.com/watch?v=NT6beZBYbmU
#BigDataAnalytics
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3. Apriori Algorithm  Association Rule Mining  Frequent Item Sets Solved Example by Mahesh Huddar
3. Apriori Algorithm  Association Rule Mining  Frequent Item Sets Solved Example by Mahesh Huddar
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Text Mining Process Term Document Matrix Advantages Disadvantages of Text Mining  by Mahesh Huddar
Text Mining Process Term Document Matrix Advantages and Disadvantages of Text Mining  by Mahesh Huddar
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