21 Courses and Certifications

Online Data Mining Courses & Certifications

With the advent and proliferation of advanced digital technologies, voluminous amounts of data are generating daily across multiple applications. To process and derive meaningful insights from the data requires modern data mining tools and techniques. Data mining is the practice of excerpting and examining big data sets to find valuable patterns and trends. Using this information, individuals and groups can boost their revenues, reduce costs and risks, and improve customer relationships.

In industries like manufacturing, banking and insurance, telecommunications, information technology, real estate, and other data-intensive sectors, data mining is of utmost importance. Today, with increasing data sets, data mining has become a critical job option for candidates who seek to enter the field of data science, analytics and data management. There are many data mining courses you can pursue at undergraduate and postgraduate levels. These courses are ideal for individuals looking for a career as a data scientist, data architect, data engineer, data analyst, etc.

Upon the completion of data mining courses online or on-campus, you can get into diverse sectors such as manufacturing, automotive, real estate, retail, e-commerce, financial services, IT, telecommunications, education, and many more.

What is Data Mining?

The term data mining refers to the process of digging through large amounts of data to find anomalies, hidden correlations, patterns and future trends. As per SAS, the foundation of data mining encompasses three intertwined scientific disciplines - statistics, artificial intelligence, and machine learning. With appropriate data mining techniques, companies can reap numerous benefits such as revenue generation, cost reduction, better customer service, etc.

Who Can Pursue Data Mining Courses?

  • Individuals who want to make a career in data science and analytics can apply for data mining courses.
  • Students with a background in engineering, computer science, information systems, statistics, business administration, or equivalent.
  • Professionals working in data-driven industries and businesses like manufacturing, warehouse, etc.

Eligibility Criteria for Data Mining Courses?

  • To pursue a career in data mining, aspiring candidates must have completed 10+2 with minimum qualifying marks from a recognised board. 
  • Candidates are required to hold a bachelor’s degree in computer science, data science, statistics, information systems, and business administration, or any equivalent field.
  • Candidates holding M.Sc in electronics/communication science or MCA in computer science/electronics/engineering and communication are also eligible for data mining courses.

Skills Required for Data Mining Courses

  • Basics of data analysis tools
  • Mathematics
  • Fundamentals of programming languages
  • Basic statistics knowledge
  • Problem-solving
  • Analytical skills

What Will You Learn in Data Mining Courses?

  • Enrolling in online data mining courses and certifications will teach you about basic data mining techniques, concepts in pattern discovery, information retrieval, text analytics, and visualization.
  • You will learn about statistical tools and software for data analysis.
  • Data mining courses will impart knowledge about data preprocessing and data quality, algorithms for data mining, data warehousing architecture, and association rule mining.
  • With the courses, you will understand classification techniques, applications in data warehousing, and major algorithms to process both structured and unstructured text data.

Popular Data Mining Certification Courses

If you are willing to become a certified professional in data mining, pursuing data mining certification courses will open various opportunities. These courses are designed not only to impart knowledge about data mining techniques and tools but also to expose you to high salaried jobs in industries worldwide. You can learn these online data mining courses free or at a few costs, anytime and anywhere.

Here’s the list of some of the best data mining certification courses:

Course Name

Offered by

Duration

Fees

Data Mining

St John's College, Palayamkottai via Swayam

12 Weeks

Free

Data Mining

IIT Kharagpur via Swayam

8 Weeks

Free

Certified Data Mining and Warehousing Professional

Vskills

Self-paced

INR 3,499

Data Mining with Python

DataMites

3 Months

INR 10,148

Data Mining with R Training

DataMites

3 Months

INR 10,148

Mining Massive Datasets

Stanford University via edX

7 Weeks

Free

Data Mining: Theories and Algorithms for Tackling Big Data

Tsinghua University via edX

14 Weeks

Free

Regression, Data Mining, Text Mining, Forecasting using R

Udemy

33 Hours

INR 3,300

Data Mining with R: Go from Beginner to Advanced!

Udemy

12 Hours

INR 8,640

Data Mining Certification Training

ExcelR

40 Hours

NA

Career Options in Data Mining

There are many opportunities after completing data mining certification courses. You can find positions as a data mining specialist in diverse industries. Not only private but government organisations also hire data mining professionals. As the data mining market continues to get bigger over time, jobs in this field will become more demanding. You, as a data mining specialist, will be responsible for storing and managing data in multidimensional databases, gleaning and assessing data for patterns, trends, summaries, and meaning, creating data visualizations to report to shareholders, etc.

Below are some top fascinating job roles you can explore after data mining courses:

  • Data Scientist
  • Data Analyst
  • Statistician
  • Data Architect
  • Machine Learning Engineer
  • Database Administrator

Data Mining Salary Trends

The salary for data mining professionals will depend on several factors such as the level of qualifications, employment type, industry, skills and experience. The pay may also vary based on the location. According to PayScale, a Data Mining Professional can earn an average salary of INR 641,533 p.a. in India.

Salary based on job profiles:

Job Profiles

Average Base Pay (annually)

Data Analyst

INR 502,999

Data Scientist

INR 718,000

Senior Software Engineer

INR 537,000

Head of Analytics

INR 3,221,811

Solutions Architect

INR 1,990,000

*Source: PayScale

Scope of Data Mining

According to the report, the global data mining tools market is predicted to reach from $591.2 million in 2018 to $1.04 billion by 2023, growing at a CAGR of 11.9%. This significant market growth is largely driven by the explosion in data and awareness of the value of data among businesses. As the volume of data continues to rise, the demand for data mining professionals will witness substantial growth. Companies across every industry are actively looking for skilled data professionals who can glean and process vast data sets and make the most out of the data to maximize revenue. So, there are a lot of career scope in data mining after completing data mining courses.

Top Recruiters for Data Mining Professionals

Google

Amazon

KPMG

Accenture

Deloitte

LinkedIn

BRIDGEi2i

Citi Bank

HDFC

HSBC

Facebook

Snapdeal

FAQs

Q: What is Data Mining Course?

A: Data mining courses deal with the study of data extracting, analysis, interpretation and visualisation of data. The courses provide you with essential skills in data analysis and data management.

Q: Who is eligible for data mining courses?

A: Students with a background in computer science, mathematics, engineering, statistics, and business administration are eligible to apply for data mining courses. Professionals seeking growth in their careers can also opt for online data mining courses and certifications.

Q: How can I learn data mining courses online?

A: You can learn the best online data mining courses from top universities worldwide and make a successful career in this field.

Q: What is the duration of data mining certification courses?

A: The duration of data mining certification courses can range from a few weeks to several months.

Q: Can I take data mining courses online free?

A: Yes, many online data mining courses are available for free with rich study materials.

Q: What can I do after data mining courses?

A: After completing online data mining courses and certifications, you can find employment opportunities in different industries such as manufacturing, real estate, e-commerce, banking and finance, and more.

Career Category
Specialization
Job Role
Skills

Pricing

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To
Practical Approach to Data Mining and Analytics

Offered by

Certificate

Practical Approach to Data Mining and Analytics

The Practical Approach to Data Mining and Analytics online certification course is offered for the candidates to develop an understanding of the basic to advanced level concepts and principles of data mining and data analytics for processing and transferring data effectively for decision making. This certification course is provided by the TCS iON digital learning hub and this honors certification improves the skills and knowledge of data analysis in the students.

The course curriculum comprises several theoretical and practical methodologies that allow students to gain competence in data management in the business industry. The students of the online program are given academic and industrial guidance from mentors like Dr. Rajendra Pamula (Assistant professor in computer science and engineering) and Sugato Samanta(domain consultant in the Tata Consultancy Services). The students of the ‘Practical Approach to Data Mining and Analytics’ online training program will be given digital certificates according to their qualifications. The course duration is planned for five to six months.

...Read More
6 Months
December 31 - June,29 2022
20,000
Skills Covered:
Statistical skills Data science knowledge Knowledge of Python Knowledge of Data mining
Data Mining with Python

Offered by

Certificate

Data Mining with Python

The course is an ideal solution for all individuals who want to establish themselves in the field as professional Data Scientists. The two-month-long online certification course on Data Mining with Python by DataMites provides the students with expert guidance and supervision. The course will provide the students with an expert faculty who will be guiding the students to develop detailed skills in the subject of python and data mining. The students will also be practising multiple case studies to have their skills enhanced.

...Read More
3 Months
Beginner
21,000
Skills Covered:
Knowledge of Python
Data Mining with R Training

Offered by

Certificate

Data Mining with R Training

The aim of the Data Mining with R Training certification course is to educate students regarding the fundamentals of the R programming language as well as Machine Learning concepts and Data Science topics. The course can be pursued in both ways, virtually and in person. 

The course has flexible deadlines and does not limit the student in any way.  Candidates can complete the Data Mining with R Training certification syllabus within 3 months. The course material includes various projects, case studies, video lectures, and an exam. 

The course neither requires any specific academic eligibility nor professional eligibility so that every interested student can take up the programme and learn from it. The Data Mining with R Training online course provides certification upon the completion of the programme only after achieving passing grades in the exam for certification.

...Read More
3 Months
Intermediate
21,000
Skills Covered:
Data science knowledge Machine learning R Programming Application of ML Algorithms Statistical skills
Certificate

Data Mining

With the rise in competition in the market, to provide the best customer service the demand for Data Mining professionals is at an all-time high. Data Mining is the process of collecting raw data from a business and turning it into meaningful information, which can be researched to detect customer buying patterns, launching campaigns, and even detecting spam and fraud. Data Miners break down the data provided to find patterns as requested. 

Data Mining is decoding sequential patterns and associations to highlight any growing trend in customer behaviour. Companies can use Data Mining software to classify and detect information as requested. Such a technique is used in many industries such as restaurants and supermarkets.

The process of data mining involves different steps. First, data is loaded in data warehouses, then data is managed or stored in the cloud or in the company. The data is accessed by management teams, business analysts, and information technology professionals to determine how it will be organised. Then, the software forms the data on the basis of the user, and the data is then presented in an easy to share format.

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of Data mining
Data Mining

Offered by

Certificate

Data Mining

Data mining is the study of algorithms. It finds patterns in large data sets. It is an interdisciplinary subject that involves machine learning, algorithms, and databases. The Data Mining program will provide a comprehensive and holistic view about this integral subject of modern industry. 

Data Mining certification is an AICTE approved FDP course that will cover the fundamentals of data mining. Participants of the course will learn about basic algorithms like classification, data pre-processing, visualization, association rules, and sequence mining. With regular assignments and case studies, participants are offered a well-rounded understanding of the subject of this course. 

Data Mining is an eight-week program presented on the online learning platform Swayam. The course syllabus is designed by the Indian Institute of Technology, Kharagpur Professor Pabitra Mitra will be teaching this course. It is an undergraduate course in the field of computer science and engineering. Candidates can also opt for certification, for which they will have to sit for an offline exam.

...Read More
8 Weeks
Free
Skills Covered:
Knowledge of Data mining

Offered by

Certificate

Informatica Certification Training Course

The Informatica Certification Training Course programme by Edureka has been prudently tailored to align with the industry requirements and demands. The course curriculum covers the concepts and skills necessary for performing the configuration of Informatica PowerCenter. Also, you will learn about the architecture of Informatica, advanced transformations, installation, performance tuning, and data migration.

The course focuses on features like debugging, troubleshooting, and Informatica's handling of errors. You will also learn about the effective administration of the tool. Candidates will master identifying the best practices for the overall success of the ETL process and maintaining the repository efficiently. The training curriculum covers aspects of the Informatica PowerCenter 10 command-line.

Industry professionals with relevant field experience have crafted the Edureka Informatica Certification Training Course programme. Besides, the course is an instructor-led training; hence you will get the opportunity to hold valuable interactions with the instructors. After pursuing the course, Edureka certifies you as an Informatica 10 Expert. This certification will help you in accelerating your career.

...Read More
6 Weeks
19,995
Skills Covered:
Knowledge of Data mining

Offered by

Certificate

Informatica Certification Training

The Informatica Certification course by Intellipaat is a specially designed course to impart PowerCenter ETL tool knowledge and train them about data interpretation and data warehouse concepts.  The Informatica certification training course will also help them to get their hands on the tools and software and become a master for various advanced concepts such as installation and configuration, Informatica architecture and its transformations and performance tuning along with configuration installation of the PowerCenter.

In this fast-growing and evolving world, it has become important for businesses to stand in the competition for which they search for employees that stand out from the group and have mastered their skills in data learning. By doing this course the candidates will gain both practical as well as technical skills brushed up. They will gain more insights and knowledge about how the commercial world works and make a bright and promising future.

...Read More
12,027
Skills Covered:
Java
Certified Data Mining and Warehousing Professional

Offered by

Certificate

Certified Data Mining and Warehousing Professional

If you want to be a professional in Data Mining and Warehousing, Vskills Data Mining and Warehousing Certified Professional program is the right place for you. Just like the actual Mining, it is the process of extracting information and other patterns from very large sets of bulky data with the use of different statistical techniques and methods & artificial intelligence skills and strategies with database management. 

The certification on Data Mining helps the learners to apply algorithms and strategic techniques to solve and convert the interesting and actual data mining challenges for the professionals.  Data quality and converting methods and techniques for pre-processing the large amounts of available, bulky data. 

Modeling and design of data warehouses, clustering and association rule analysis, application of Algorithms for classification. With the Practical use of software for data analysis, it helps in the field, for professionals to know the fundamentals.

...Read More
3,499
Skills Covered:
Data science knowledge Database Management Knowledge of Data mining
Applied Data Mining with Business Applications

Offered by

Certificate

Applied Data Mining with Business Applications

The Applied Data Mining with Business Applications certification course is open to all interested participants. Candidates who get enrolled in the course will be able to learn about data mining roles, usage of new software tools, the relationship between two variables, the role of data mining, etc. The course does not limit the students with any prerequisites or time limitations. 

Candidates can complete the Applied Data Mining with Business Applications certification syllabus within 3 days and can take as much time as they require according to their schedules. The self-paced learning environment helps the candidate in learning from the contents to the fullest. In the end, students will be able to receive a certificate of completion of the Applied Data Mining with Business Applications online course.  

...Read More
21,000
Skills Covered:
Data science knowledge Knowledge of Data mining

Offered by

Certificate

Data Science: Data Mining & Natural Language Processing in R

The Data Science: Data Mining & Natural Language Processing in R online course is a study about the clustering, classification, and regression of data in R with the help of data preprocessing, data visualization, and machine learning. The course is provided by the online education platform Udemy for the students who are interested in learning data science with R fundamentals and strategies.

The course curriculum is developed with thirteen hours of video content, four articles, and ten downloadable resources that can be learned by the students at their speed and convenience. The educator for this online program is Minerva Singh who will guide the students with discussions on data mining, web-scraping, text mining, and natural language processing

The Data Science: Data Mining & Natural Language Processing in R training program enables the students to gain knowledge through experimental learning strategies and applications. The candidates are given the course certificate after completing the online training.

...Read More
3,499
Skills Covered:
Data science knowledge Knowledge of Data mining Knowledge of Data Visualization Knowledge of NLP Modelling Machine learning Statistical skills

Offered by

Certificate

Information Retrieval and Mining Massive Data Sets

The ‘Information Retrieval and Mining Massive Data Sets’ online course is developed for the learners to gain knowledge about the different methodologies and strategies required to create an Information Retrieval system. The program is provided by the online education platform Udemy. The course curriculum consists of thirty-nine hours of videos and lectures which can be learned independently by the students at their own pace.

The course instruction is provided along with the English language subtitles that aid in a better understanding of the concepts. The theoretical concepts and the practical application of information retrieval and mining large data sets are engaged by the students and guided by the course instructors, Omkar Despande and the Mentors Net.

The ‘Information Retrieval and Mining Massive Data Sets’ training program equips students with the opportunity to have access to the course materials any time and the students will receive the course completion certificate after finishing the course.

...Read More
1,299
Skills Covered:
Statistical skills Database Management Knowledge of Data mining

Offered by

Certificate

Outlier Detection Algorithms in Data Mining and Data Science

The Outlier Detection Algorithms in Data Mining and Data Science online course is about the basic and advanced techniques and strategies of outlier detection with improving the programming skills with the algorithm application in Python, R, and SAS. The Outlier Detection Algorithm course is developed and provided by the online education platform Udemy for students interested in learning fraud detection and intrusion detection.

The course curriculum consists of two and half hours of video content and ten downloadable resources available to the students at any time to access after joining the program. The course instruction is offered by the KDD expert, a data scientist, and a professional with data miningdata analysis, and machine learning

The ‘Outlier Detection Algorithms in Data Mining and Data Science’ training program is a self-paced learning program that provides the students a course completion certificate after finishing the course study. The online program helps the students gain an opportunity in learning about the theoretical and practical applications of the outlier detection techniques in data mining and data science.

...Read More
3,499
Skills Covered:
Data science knowledge Knowledge of Algorithms Knowledge of Data mining Machine learning Knowledge of Cyber Security Analytical skills

Offered by

Certificate

More Data Mining with R

3,499

Offered by

Certificate

Data Mining with Rattle

3,499
Predictive Modeling Fundamentals I

Offered by

Certificate

Predictive Modeling Fundamentals I

2,599

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