+91 904 1353434
Kalanaur Rd, Gurdaspur, Punjab 143521
contact@cbainfotech.com

Data Mining

Overview About Course Reviews

Best Data Mining Training Company in Gurdaspur

Data mining is the technique of obtaining valuable information from a sizable collection of pre-existing data. Data mining refers to the in-depth study and analysis of enormous amounts of data in order to uncover any hidden information that may be useful. One needs to be proficient in the Python language to pursue a profession in this area. As diverse skills are necessary to become an expert in this field, CBA Infotech’s data mining course in Gurdaspur will polish you from a beginner to being a data mining analyst. Your career as a data analyst can get off to a strong start thanks to the educational modules created by our company.

The Best data mining training institute in Gurdaspur is CBA Infotech, where we can assist you in gaining a thorough understanding of the key instruments utilised in this area. Receiving training from our company can greatly assist you in getting close to your ideal job. The CBA’s Data mining certification courses in Gurdaspur will significantly improve skill development and offer up new opportunities for your profession.

Importance of Data Mining?

Data mining enables us to extract useful data, analyse it, and ultimately generate meaningful information from the data. This knowledge allows an organisation to make more informed decisions that will help it make more sales. Data mining can also be used to investigate client behaviour and decision-making in great detail. Data mining information may be highly beneficial and effective in developing various marketing plans and commercials.

Best 6 months/weeks Data Science Industrial Training in Gurdaspur

One must possess the necessary skills to meet organisational standards if one is serious about a profession as a data mining analyst. Learn these skills at CBA Infotech, which offers the best data mining industrial training in Gurdaspur, where our team of highly qualified specialists enhances the quality and capabilities necessary to establish your standard in this field. The best six months/weeks of industrial data mining training in Gurdaspur developed by CBA Infotech will give your abilities wings, give your career a jump start, and ensure that you succeed in this constantly expanding and competitive area.

Benefits of Data Mining Training from CBA Infotech

One must possess the necessary skills to meet organisational standards if one is serious about a profession as a data mining analyst. Learn these skills at CBA Infotech, which offers the best data mining industrial training in Gurdaspur, where our team of highly qualified specialists enhances the quality and capabilities necessary to establish your standard in this field. The best six months/weeks of industrial data mining training in Gurdaspur developed by CBA Infotech will give your abilities wings, give your career a jump start, and ensure that you succeed in this constantly expanding and competitive area.

Data Mining Industrial Training – Course Content

Introduction to Data Mining

  • What is data mining?
  • Related technologies – Machine Learning, DBMS, OLAP, Statistics
  • Data Mining Goals
  • Stages of the Data Mining Process
  • Data Mining Techniques
  • Knowledge Representation Methods
  • Applications
  • Example: weather data

Data Warehouse and OLAP

  • What is data mining?
  • Related technologies – Machine Learning, DBMS, OLAP, Statistics
  • Data Mining Goals
  • Stages of the Data Mining Process
  • Data Mining Techniques
  • Knowledge Representation Methods
  • Applications
  • Example: weather data

Data Preprocessing

  • Data cleaning
  • Data transformation
  • Data reduction
  • Discretization and generating concept hierarchies
  • Installing Weka 3 Data Mining System
  • Experiments with Weka – filters, discretization

Advanced Techniques, Data Mining Software and Applications

  • Text mining: extracting attributes (keywords), structural approaches (parsing, soft parsing).
  • Bayesian approach to classifying text
  • Web mining: classifying web pages, extracting knowledge from the web

Evaluating What’s Been Learned

  • The prediction task
  • Statistical (Bayesian) classification
  • Bayesian networks
  • Instance-based methods (nearest neighbor)
  • Linear models
  • Experiments with Weka – Prediction

Data Mining Knowledge Representation

  • Task relevant data
  • Background knowledge
  • Interestingness measures
  • Representing input data and output knowledge
  • Visualization techniques
  • Experiments with Weka – visualization

Attribute-Oriented Analysis

  • Attribute generalization
  • Attribute relevance
  • Class comparison
  • Statistical measures
  • Experiments with Weka – using filters and statistics

Data Mining Algorithms: Association Rules

  • Motivation and terminology
  • Example: mining weather data
  • Basic idea: item sets
  • Generating item sets and rules efficiently
  • Correlation analysis
  • Experiments with Weka – mining association rules

Clustering

  • Basic issues in clustering
  • First conceptual clustering system: Cluster/2
  • Partitioning methods: k-means, expectation-maximization (EM)
  • Hierarchical methods: distance-based agglomerative and divisible clustering
  • Conceptual clustering: Cobweb
  • Experiments with Weka – k-means, EM, Cobweb

Data Mining Algorithms: Prediction

  • The prediction task
  • Statistical (Bayesian) classification
  • Bayesian networks
  • Instance-based methods (nearest neighbor)
  • Linear models
  • Experiments with Weka – Prediction

Mining Real Data

  • Preprocessing data from a real medical domain (310 patients with Hepatitis C).
  • Applying various data mining techniques to create a comprehensive and accurate model of the data.
Jashan gillJashan gill
06:04 10 Dec 22
Best basic computer course institution in gurdaspur. Students who are looking for best coaching should come here to bright thier future. Staffs are dedicative and helpful. I have a wonderful experience there.
Ranjodh SinghRanjodh Singh
06:00 10 Dec 22
Best basic computer institute Gurdaspur. I have very good experience studying over there . All the staff members are very nyc and friendly . I recommend all to join it
Muskan SharmaMuskan Sharma
05:44 10 Dec 22
Best basic computer course in gurdaspur. The environment is too good and all the staff members are very friendly and cooperative. I have a very nyc experience studying over 💖💖🥰
Nehal GuptaNehal Gupta
16:14 12 Sep 22
I joined this institute . My all over experience is very good. The knowledge given by the sir is very helpful to me & during training they solve thought related the topic. Thank you. The staff was really cooperative and motivating helped to gain confidence and more experience in the field of IT
Nitish KumarNitish Kumar
09:43 05 Aug 22
Very nice institute for autocad. All the staff members are so friendly. I see many institute but this one is the best in all of the way.
js_loader

Vipin

29/09/2022
5/5

Python Trainig in Gurdaspur

I completed my Python Training from CBA Infotech. They have a expert trainer who assist us the difficult concepts in very easy manner.good place for learning. Overall nice experience.

Sneha

16/08/2022
5/5

Best Python Trainig Centre in Gurdaspur

I finished my training in Python and gained a Iot knowledge under the guidance of experts. Really nice and updated course module. I will suggest you to look at it once.

Suraj

29/07/2022
5/5

Python Trainig in Gurdaspur

Hey I am Suraj, I completed my python summer training in this institute.I learnt a lot of things from here. I want to again join this institute,it is a good place for learning, good environment, good staff.

Drishti Grover

29/06/2022
5/5

Best Institute in Gurdaspur

This is the best company with good and cooperative staff specially sandeep sir who guided very well and has the good quality of leadership and I think one can experience a lot from this company and explore new things !!

Cart

No products in the cart.

Select the fields to be shown. Others will be hidden. Drag and drop to rearrange the order.
  • Image
  • SKU
  • Rating
  • Price
  • Stock
  • Availability
  • Add to cart
  • Description
  • Content
  • Weight
  • Dimensions
  • Additional information
  • Attributes
  • Custom attributes
  • Custom fields
Click outside to hide the comparison bar
Compare