Best 6 Data Mining Courses 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 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.

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 Specialization Course from Coursera

This Data Mining Specialization course 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

2. 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

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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

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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, 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

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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 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

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6. Data Mining and Analysis from Stanford

This is an advanced level training course that is ideally suited for students having good knowledge in 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 in starting your successful data mining career and business.