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Best 6 Data Mining Courses in 2024 for Students with Certification

Looking forward to learning data mining techniques? Here, our tech experts have compiled top data mining courses available online with certifications. We have listed here both free and paid courses for beginners, intermediate, and experts who want to make a career in the data mining industry.

A career in data mining is lucrative at present. According to PayScale, the average salary for a Data Mining Analyst is $62400. To be a data mining expert, one must have a solid foundation in the theoretical aspects of the subject.

What is Data Mining?

You must understand the idea and importance of data mining before diving into the type of courses to be learned. Data mining, in its simplest form, is the process of drawing knowledge or insights from huge datasets.

Furthermore, it equips you in finding hidden patterns, correlations, and trends by using a variety of statistical and machine-learning techniques. As a result, data mining helps businesses in making data-driven decisions, streamline their operations, and grow in their respective markets.

What is the Importance of Data Mining?

In a variety of sectors and fields, data mining is essential. It comprises e-commerce, healthcare, marketing, finance, and other areas. Here are some of the main explanations for why data mining has become so crucial in the modern world. Some of the areas where data mining is playing a big role are listed below:

  • Business intelligence
  • Advertising and marketing
  • Healthcare and Medicine
  • Fraud Detection and Risk Management
  • Scientific Research
  • Customer Relationship Management
  • Supply Chain Optimization
  • Social Media Analysis

Best 6 Data Mining Courses Online

Find below our curated list of the most popular and best-rated data mining training classes and courses:

1. Data Mining Courses from Udemy

Udemy is a popular e-learning platform to learn data mining-related subjects at a very cheap price. There are various courses aimed at beginners, and students looking to update their knowledge with the latest developments.

Students who find it difficult to attend may use the filter option provided on the website. You can opt for the most popular, highest-rated, and newest. Some of the popular courses with good reviews are – Data Cleaning – For Further Data Analysis and Complete Data Analyst Bootcamp. The average rating for these courses is 4.5/10.

What Will You Learn:

  • Python for Data Science
  • Data Mining & Natural Language Processing in R
  • Data Mining with R
  • Tableau 20 Advanced Training:
  • Outlier Detection Algorithms in Data Mining and Data Science

Course Duration: Self-Paced

Sign Up Here to Take These Courses

2. Data Mining Specialization Course from Coursera

This Data Mining Specialization course offered by Illinois University will teach you data mining techniques for structured data as well as unstructured data.

The course module includes pattern discovery, clustering, text retrieval, text mining and analytics, and data visualization. This course is hugely popular among students across the world. More than 44,000 students have already enrolled in this training and the reviews of passing students are very positive. The rating is 4.4 out of 5.

What You Will Learn:

  • Data Clustering Algorithms
  • Text Mining
  • Data Visualization Software
  • Information Retrieval (IR)
  • Data Visualization
  • Data Mining Techniques
  • Machine Learning
  • Tableau Software
  • Document Retrieval
  • Recommender Systems
  • Probabilistic Models

Course Duration: 6 months, 7 hours per week

Sign Up Here to Take This Course

This popular course teaches students to the science of business analytics. The aim is to provide business owners and managers with the insights and tools to apply data analytics practically in facing day-to-day operational challenges.

The course is attended by more than 10,000 students worldwide. The reviews also have a good rating of 4.4 out of 10.

What You Will Learn:

  • Predictive Analytics
  • Decision-Making Software
  • Geodemographic Segmentation
  • Validated Learning

Course Duration: 24 Hrs Approximately

Sign Up Here to Take This Course

4. Data Analytics Online Training from Edureka

R is the most popular data analytics tool. This is because it is open-source, flexible, packaged, and community-driven. R is a preferred tool for most data scientists for effective Statistical Capability, Graphical capability, Cost, and a rich set of packages.

The average salary for a Senior Data Scientist skilled in R is a formidable $123k according to Payscale salary data. Students who have earned a certificate after finishing this course are employed in reputed companies like Vmware, Cisco, Dell, and Honeywell. The course has excellent reviews and more than 24k students attended this course till now.

What You Will Learn:

  • Basic of R Programming
  • Data Import Techniques in R
  • Exploratory Data Analysis
  • Data Visualization in R
  • Clustering Techniques of Data Mining
  • Association Rule Mining & Collaborative Filtering in Data Mining
  • Linear and Logistic Regression
  • Anova and Sentiment Analysis
  • Decision Trees and Random Forest

Course Duration: Self Paced

Sign Up Here to Take This Course

5. Online Data Mining Courses (Harvard University)

Harvard University offers one free and one paid data mining course for students. The Harvard Business Analytics Program is paid and Data Science – Wrangling is the free one. The free course will teach how to process and convert raw data into formats needed for analysis.

The paid course is designed to equip aspiring and established leaders in any industry to face challenges in the data-driven business ecosystem. This is an advanced-level course and is highly rated.

What You Will Learn:

  • Digital Strategy and Innovation
  • Programming and Data Science Systems
  • Leadership, Innovation, and Change
  • Operations and Supply Chain Management
  • Foundations of Quantitative Analysis
  • Leadership and People Analytics
  • Data-Driven Marketing
  • Data Science Pipeline and Critical ThinkingCourse

Course Duration: Self Paced

Sign Up Here to Take This Course

6. Data Mining and Analysis from Stanford

This is an advanced-level training course that is ideally suited for students having good knowledge of programming, probability (STATS60 or equivalent), linear algebra (MATH51 or equivalent), and computer programming (CS105 or equivalent).

Finishing this course will equip them with skillsets to apply data mining principles to the dissection of large complex data sets. It includes very large databases or web mining. The course is highly rated by students who attended this training.

What You Will Learn:

  • Decision trees
  • Association rules
  • Clustering
  • Case-based methods
  • Data visualization

Course Duration: Self-Paced

Sign Up Here to Take This Course

We hope this selected list of best online data mining courses, tutorials, Classes, Courses, Training & Certification programs will help you start your successful data mining career and business.

How to Choose the Right Data Mining Course for You

It is without saying, selecting the right data mining course. You must check whether the course is providing maximum benefits as per your learning needs. Here we list down, some of the major aspects for you to consider when selecting a data mining course:

  • Course Content
  • Instructor Expertise
  • Content Delivery Format
  • Flexibility
  • Hands-on Experience
  • Check Reviews and Recommendations

Frequently Asked Questions

Can I learn data mining without any prior experience in programming or statistics?

While prior experience in programming and statistics can be helpful, many data mining courses offer introductory modules that cater to beginners. With dedication and practice, you can develop the necessary skills even without prior experience.

How long does it take to complete a data mining course?

The duration of a data mining course can vary depending on the depth of the material and the pace of learning. Typically, courses range from 4 to 12 weeks, with shorter courses focusing on foundational concepts and longer courses covering advanced techniques.

Are there any prerequisites for enrolling in data mining courses?

Prerequisites can vary depending on the course. Some introductory courses may not have any prerequisites, while advanced courses may require a basic understanding of data mining principles, programming knowledge, or familiarity with statistical concepts.

Can data mining skills boost my career prospects?

Absolutely! Data mining skills are highly sought after in various industries, including finance, healthcare, e-commerce, and marketing. With the ability to uncover valuable insights from data, you can enhance your career prospects and open doors to exciting opportunities.

What industries benefit the most from data mining expertise?

Many industries benefit from data mining expertise. Some prominent examples include retail and e-commerce for market analysis and customer segmentation, healthcare for disease pattern detection and treatment optimization, and finance for fraud detection and risk management.