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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
- Fundamentals of programming languages
- Basic statistics knowledge
- 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:
IIT Kharagpur via Swayam
Mining Massive Datasets
Stanford University via edX
Data Mining: Theories and Algorithms for Tackling Big Data
Tsinghua University via edX
Regression, Data Mining, Text Mining, Forecasting using R
Data Mining with R: Go from Beginner to Advanced!
Data Mining Certification Training
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
- 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:
Average Base Pay (annually)
Senior Software Engineer
Head of Analytics
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
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.