Data mining courses cover key techniques for exploring and analyzing textual data to uncover interesting patterns, extracting useful insights, and aid decision-making.
Online platforms providing certificate courses on data mining are Udemy, Coursera, and NPTEL. Most of the data mining online courses are free. The average duration of a single course is around 4-6 weeks.
Some of the several institutes in India that offer post-graduate diplomas courses that include data mining courses are the Great Lakes Institute of Management, Indian Institute of Technology, Delhi; the International Institute of Information Technology, Bangalore; and the Institute of Management Technology, Ghaziabad. Organizations that hire data mining professionals are Wipro, GenPact, Google, IBM, Flipkart, and Myntra among others.
Table of Contents
2.1 Data Mining Courses on Coursera
2.2 Data Mining Courses on Udemy
2.3 Data Mining Courses on eDx
2.4 Data Mining Courses on Futurelearn
2.5 Data Mining Courses on Swayam/NPTEL
3.1 Udacity
3.2 IBM
3.3 DataCamp
5.1 Data Mining Courses in Hyderabad
5.2 Data Mining Courses in Bangalore
5.3 Data Mining Courses in Chennai
5.4 Data Mining Courses in Pune
5.5 Data Mining Courses in Mumbai
7.1 Jobs
7.2 Salary
What are Data Mining Courses?
Data Mining is the study of discovering patterns, trends, and insights in large datasheets. Data mining courses teach students about the fundamentals of data mining and the necessary skills required to work with data in a variety of fields, such as finance, marketing, healthcare, and more.
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Data Mining Courses Online
There are several data mining courses available online offering a convenient way to learn the fundamentals of data mining. The popular online platforms that offer data mining courses include:
Data Mining Courses on Coursera
Coursera provides a variety of data mining courses, including full specializations in the field. Most of these courses are free of cost.
| Course Name | Institute | Price | Duration |
|---|---|---|---|
| Process Mining: Data Science in Action | The Eindhoven University of Technology | Free | 6 weeks |
| Text mining and Analytics | University of Illinois at Urbana- Champaign | Free | 6 weeks |
| Mining Quality Prediction Using Machine and Deep Learning | Coursera Project Network | Paid | 1-week |
| Introduction to Text Mining with R | Higher School of Economics | Free | 5 weeks |
| Data Mining Pipeline | The University of Colorado Border | Free | 4 weeks |
Data Mining Courses on Udemy
Data mining courses on Udemy cover various topics such as data preprocessing, association analysis, classification, and prediction. Some popular Udemy data mining courses include "Data Mining with Python.
| Course Name | Institute | Price | Duration |
|---|---|---|---|
| Data Mining for Business in Python 2024 | Diogo Alves De Resende | INR 525 | 9 hours |
| Outlier Detection Algorithms in Data Mining and Data Science | KDD Expert | INR 525 | 2.5 hours |
| Data Mining – Clustering using R, Tableau | ExcelR Solutions | INR 525 | 7 hours |
| Information Retrieval and Mining Massive Data Sets | Omkar Deshpande, Mentors Net | INR 525 | 39 hours |
| Machine Learning and Data Mining with Weka | Shadi Oweda | INR 525 | 2.5 hours |
Data Mining Courses on eDX
With eDX's data mining courses, learners can gain knowledge about the principles of data mining and solve complex problems.
| Course Name | Institute | Price | Duration |
|---|---|---|---|
| Mining Massive Datasets | Stanford Online | Free | 7 weeks |
| Data Mining: Theories and Algorithm | TsinghuaX | Free | 14 weeks |
| Predictive Analysis and the Data Mining | University of Illinois | Free | 24 hours |
| Data Mining and Knowledge Discovery | HKUSTx | Free | 8 weeks |
| Big Data and Education | PennX | Free | 8 weeks |
| Digital Transformation of Mining | Curtin University | Free | 8 weeks |
Data Mining Courses on FutureLearn
FutureLearn is a popular online learning platform that provides a range of data mining courses to help learners acquire the skills and knowledge of data mining.
| Course Name | Institute | Price | Duration |
|---|---|---|---|
| Data Mining with Weka | University of Waikato | Free | 5 weeks |
| More Data Mining with Weka | University of Waikato | Free | 5 weeks |
| Advanced-Data Mining with the Weka | University of Waikato | Free | 5 weeks |
| Process Mining in the Healthcare | Eindhoven University Of Technology | Free | 5 weeks |
Data Mining Courses on Swayam/NPTEL
Swayam/NPTEL (National Programme on Technology Enhanced Learning) is a joint initiative of IITs and IISc that aims to provide high-quality educational resources to students, teachers, and professionals through online courses. It provides a rich collection of data mining courses that cover a variety of topics related to data mining.
| Course Name | Institute | Price | Duration |
|---|---|---|---|
| Data Mining | IIT Kharagpur through NPTEL | Free | 16 hours |
| Business Analytics and Text Mining using R | IIT Roorkee through NPTEL | Free | 8 weeks |
| Business Analytics and Text Mining using Python | IIT Roorkee through NPTEL | Free | 8 weeks |
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Free Data Mining Courses with Certificate
The few of the many online platforms that offer free data mining courses with a certificate in India include:
Udacity
Udacity is an online learning platform that offers several free courses on data mining. Some of the popular data mining courses on Udacity are
| Course Name | Duration |
|---|---|
| Intro to Data Science | Approx. 2 months |
| Data Mining and Exploration | Approx. 2 months |
| Data Wrangling with MongoDB | Approx. 2 months |
IBM Data Science Professional Certificate
IBM offers a free online professional certificate program that covers data mining and other data science topics.
| Course Name | Duration |
|---|---|
| Data Science Professional Certificate | 5 months |
DataCamp
DataCamp is an E-learning platform that offers free and paid courses on data mining and data science.
| Course Name | Duration |
|---|---|
| Introduction to Data Science in Python | 4 hours |
See Also:
Diploma in Data Mining Courses
A diploma in Data Mining course covers the basics of the course and includes topics such as
Data Clustering Algorithms, Data Visualization (DataViz), Data Mining, Data Visualization Software, and more.
| Course Offered | College | Duration |
|---|---|---|
| Post Graduate Diploma Programme in Data Mining | Annamalai University, Chennai | 1-year |
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Data Mining Courses in India
There is no degree course for data mining, though some universities/institutions offer full-time post-graduate diploma which includes courses on data mining, statistical modeling, and machine learning.
Data Mining Courses in Hyderabad
Here are some of the popular institutions/providers offering data mining courses in Hyderabad:
| Course Name | Institute/Provider | Price | Duration |
|---|---|---|---|
| Data Analytics Course in Hyderabad | CCE IIT Madras | 85,044 INR | 7 months |
| Data Mining, Advanced Statistics, and more. | Sai Madiraju | INR 500 per hour | - |
| Data Analytics Courses in Hyderabad | EXCELR | INR 50,000 | 6 months |
| Data Analytics Courses in Hyderabad | DigiTMG | INR 29,500 | 3 months |
Data Mining Courses in Bangalore
Some of the prestigious institutions in Bangalore offer data mining courses to students who are interested in pursuing a career in the field.
| Course Name | Institute | Price | Duration |
|---|---|---|---|
| Data Mining with Python | Datamites global Institute for data science | INR 26,900 | 3 months |
| Data Analyst Course in Bangalore | CCE IIT Madras | INR 85,044 | 7 months |
| Data Analyst Course in Bangalore | IBM | INR 54,000 | - |
See Also: Skills Required to be a Data Mining Specialist
Data Mining Courses in Chennai
Mentioned below in the table is the provider for data mining courses in Chennai:
| Course Name | Institute/provider | Price | Duration |
|---|---|---|---|
| Data Mining | 361 Degree Minds | INR 60,000 | - |
Data Mining Courses in Pune
Here are some of the popular institutions/providers offering data mining courses in Pune:
| Course Name | Institute | Duration |
|---|---|---|
| Post Graduate Program in Data Analytics and Machine Learning. | Imarticus Learning | 6 months |
| Data Analytics Certification Training Course | ExcelR | - |
| Data Analyst Certification Course | Simplilearn | - |
Data Mining Courses in Mumbai
Institute that offers data mining course in Mumbai is mentioned below in the table:
| Course Name | Institute | Price | Duration |
|---|---|---|---|
| Certificate in Statistical Techniques for Data Mining & Business Analytics | Indian Statistical Institute Mumbai | INR 35,400 | 6 days (Full-time) |
Data Mining Course Syllabus
The important topics covered in the data mining course are as follows:
| Introduction to Data Mining and Data Analytics | Data Cube Computation and Data Generalization | Prescriptive Analytics and Advanced Applications |
| Understanding Data and Data Pre-processing | Descriptive Analysis- cluster Analysis | Mining Frequent Patterns, Associations, and Correlations |
| Dara Management, Warehousing and OLAP Technology | Data Cube Computation and Data Generalization | Practice On Tools |
Scope of Data Mining
The Data mining have a promising scope. After completing a data mining course, several other courses can be pursued to enhance skills and knowledge in related fields such as machine learning, data science, big data, business analytics, and more.
Data Mining Jobs
The job titles for data mining professionals and the Job description for the positions are mentioned below.
| Job profile | Job description |
|---|---|
| Data Analyst | They Collect and review the data to identify the key insights. |
| Data Scientist | Identify relevant data, enhance data collection, build machine learning algorithms, etc. |
| Machine Learning Engineer | Researching and building AI systems, developing algorithms and performing future operations. |
| Business Intelligence Analyst | Collects, analyze, and synthesize the data needed to identify trends and patterns, |
| Statistician | Design surveys, experiments, and develop mathematical models for data analysis. They also Interpret data and communicate analysis to technical/non-technical audiences. |
| Database Administrator | They ensure that databases run efficiently. They also create or organize systems for storing and protecting a variety of data. |
Data Mining Salary
The salaries for the different Data Mining job profiles are as follows:
| Job profile | Annual Salary |
|---|---|
| Data Analyst | INR 3 lakhs |
| Data Scientist | INR 10 lakhs |
| Machine Learning Engineer | INR 7 lakhs |
| Business Intelligence Analyst | INR 7 lakhs |
| Statistician | INR 4 lakhs |
| Database Administrator | INR 7 lakhs |
Data Mining FAQs
Ques. What is data mining?
Ans. Data mining involves extracting and discovering patterns from large amounts of data using different methods.
Ques. What is data mining in machine learning?
Ans. Data mining is the research method used to extract rules from large amounts of data, while machine learning teaches computers how to learn and understand given parameters.
Ques. Is data mining part of data science?
Ans. Yes, data mining is one of the core disciplines of data science.
Ques. Who can do data mining?
Ans. Candidates must have completed 10+2 with minimum qualifying marks from a recognized board can pursue a data mining course. Data mining is typically done by candidates with bachelor's degrees in computer science, data science, statistics, or information systems.
Ques. What is the average salary of a data miner?
Ans. The average salary of a data miner in India can range from INR 1 LPA- INR 6.4 LPA.
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