BE Computer Science
M.tech Information Technology
UPSC,GATE Aspirant
7+ years Teaching Exp
Likes Interactive Teaching

Rutuja B

Data mining studies algorithm that allows computers to find patterns and regularity in database,perform predictions and forecasting, improve performance through interaction with data.
Extraction of useful data from raw data is data mining.

GATE (Graduate Aptitude Test in Engineering) 2020 & 2021 complete preparation with best educators. Know about the detailed syllabus, best books, exam pattern and dates, previous year question papers a

GATE - Iconic Pro

English

Big Data and Data Mining

Miscellaneous

Practice and Strategy

CS & IT

GATE - CSIT, DSAI & Interview Preparation

GATE, ESE and IIT-JAM

Ace the toughest competitive and government exams in India 

Test Preparation

Introduction to Data Mining, Mining as an analytic process, Stages of Data mining explained, crucial concepts of mining data.

Introduction to Data Mining

EDA-Exploratory data analysis, techniques of EDA- Computational EDA, Neural networks explained with graphical representation.

Exploratory Data Analysis( EDA )

Data warehouse(DWH) overview, Data warehouse and Operational database, difference and roles of each, Features of DWH, DWH APPLICATIONS, DWH types.

Data Warehouse Overview

Data warehouse terminologies, metadata, repository, data cubes, data Mart's explained in detail with examples.

Data Warehouse Terminologies

Data warehousing explanation, Using information of warehouse,domains of data warehouse, Integration of heterogenious databases, functions of data warehouse tools.

Data Warehouse Concepts

Data Mining techniques explained with examples, KDD process with explanation of each stage, Data Mining architecture.

Data Mining Techniques & KDD Concepts

Data Warehousing Delivery Process, Delivery method and stages of delivery process explained in detail.

Data Warehouse Delivery Process

What is clustering?, Features and applications of cluster analysis, requirements of clustering in Data mining.

Cluster Analysis

Clustering methods discussed in detail with examples, Minind text data, information retrieval explained with example.

Clustering Methods

What is information retrieval with examples, difference between data mining and information retrieval, areas of text mining, Basic measures of text retrieval-precision,recall,F-score.

Information Retrieval

Text mining and data mining, activities in text Mining, text mining process, advantages and disadvantages of text mining.

Text Mining Process

K means Clustering algorithm, steps in algorithm for locating centriods and k clusters, applications of k means Clustering, hierarchical clustering, explanation with dendogram.

K Means Clustering

Difference between k means clustering and hierarchical clustering, applications of hierarchical clustering, applications of clustering.

Difference between K means clustering and Hierarchical clustering

Mentored 81,000+ Students | My Multiple Students secured AIR Below 100 in GATE | Joined top IISc, IITs & NITs | Joined PSUs | 5+ Years Exp.

Sweta Kumari

This course includes important formulas from every section targeted for GATE exam.

(Hindi) Short Tricks to Crack GATE with Important Formulas

This course is covering cloud Computing subject in only 60 Minutes. Multiple choice questions are also covered to master the topic.

(Hindi) Learn Cloud Computing and IoT in 60 Minutes

This course will cover the entire syllabus of Software Engineering in 1 hr.

(Hindi) Complete Software Engineering in 60 Minutes

Manpreet Singh

This course is about internet technology, services, servers, computing, artificial intelligence and robots.

(Hindi) Internet, Servers, Artificial Intelligence and Computing

I am a student currently in the final year of my study. I am pursuing BTech from Heritage Institute of Technology, Kolkata.

Shubhabrata Ghosh

This is an introductory course on Software Engineering which includes the basic initial stages involved in a software development company. 
This course also deals with the various models which are followed during the development of a software product.

Introduction to Software Engineering

In this course, Sweta Kumari will give You some tips and tricks with perfect Strategy of 6 Months to Crack GATE Exam.

Lessons

13 lessons • 2h 47m

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Introduction to Data Mining

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Exploratory Data Analysis( EDA )

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Data Warehouse Overview

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Data Warehouse Terminologies

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Data Warehouse Concepts

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Data Mining Techniques & KDD Concepts

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Data Warehouse Delivery Process

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Cluster Analysis

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Clustering Methods

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Information Retrieval

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