5 Best Data Mining Courses & Certification [2020]

Best data mining course tutorial class certification training online

25 Experts have compiled this list of Best Data Mining Course, Tutorial, Training, Class, and Certification available online for 2020. It includes both paid and free resources to help you learn Data Mining and these courses are suitable for beginners, intermediate learners as well as experts. You can also have a look at the complete set of shortlisted best data science courses.

 

5 Best Data Mining Courses, Certification & Training [2020 UPDATED]

1. Data Mining Certification by Illinois (Coursera)

Illinois Online CoursesWith the rapid growth of technology, data mining has become a front runner in tackling challenges earlier assumed to be unapproachable and has become one of the most in-demand career. In this specialization you will step by step look into key topics like text retrieval, pattern recognition, analytics, and visualization. You will get the opportunity to work with both structured and unstructured data. With over 23,000 students and glowing reviews, it is safe to say that this series of programs is a crowd favorite.

 

Key USPs –

– Get a brief overview of the technical jargon and fundamental methodologies.

– Explore concepts used in search engines and their applications.

– Practice with assignments that deal with huge scales of information.

– Learn about clustering algorithms and evaluation techniques.

– Integrate your acquired knowledge to finish the real-life based capstone project.

– Flexible routines let you learn at your convenience.

 

Duration: 6 months, 7 hours per week

Rating: 4.4 out of 5

You can Sign up Here

 

 

2. Data Mining Courses (Udemy)

On this e-learning platform, you will find over 35 courses and tutorials dedicated to the area of data mining. Use languages like Python and R to scrape, mine and analyze datasets and apply ML-based algorithms. You can take the quiz present on the website to determine the programs that are in accordance with your learning goals and experience level. Have a look at our take on Best Data Cleaning Courses.

 

Key USPs-

– Beginner level classes require no prior knowledge of the topics covered.

– Follow along the installation guide to set up the necessary software and tools.

– Integrate and structure data from different sources.

– Perform statistical analysis draw inference, and understand how variables are related.

– Explore topics like natural language processing, text mining, sentiment analysis and more.

– Lectures + Exercises + Downloadable resources + Full lifetime access

 

Duration: Self-paced

Rating: 4.4 out of 5

You can Sign up Here 

 

 

3. Programs and Certifications on Data Mining (edX)

Courses on edX show you how to upgrade your existing set of skills in working with mining tools, and techniques. If you are starting from scratch then take the lectures focusing on the fundamental terminologies and basic methodologies before moving on to predictive analytics, statistical and probabilistic modeling. Whereas in the advanced programs you will work with complex mining algorithms and utilize them to solve challenges faced in real-life scenarios.

 

Key USPs-

– Work with R, Hadoop, Spark, Java, and Python.

– Cover regression analysis and statistics thoroughly to follow along without any problems.

– Choose among professional certificates, micromasters, and individual courses.

– Visualize and share the insights gained from the processing and evaluation performed.

– Get answers to your queries by reaching out to the mentors.

 

Duration: Self-paced

Rating: 4.4 out of 5

You can Sign up Here 

 

 

4. Online Data Mining Courses (Harvard University)

Keeping in mind the huge demand for talent in data mining, this top academic institution offers two programs focusing on required industry knowledge and the science behind it. In the classes under the topic of wrangling, you will go through the elaborate process of importing datasets from different sources, cleansing and preparing them for further analysis. The other course focuses on the non-technical and business aspects of this field such as how you can meet customer expectations and forecast market trends.

 

Key USPs-

– Explore the top methods preferred by scientists and industry leaders.

– Perform web scraping, use tidyverse package, and work with R.

– Get recommendations for additional resources to supplement your learning.

– Earn academic credit by finishing the graded assignments and exams with a score above the cut-off.

 

Duration: Self-paced

Rating: 4.4 out of 5

You can Sign up Here 

 

 

5. Data Mining and Analysis (Stanford Online)

If you are well versed in foundations of programming, statistics, probability, linear algebra and are looking for a training that will help you to build upon that knowledge then do check out this certification by Stanford University. Leverage the power of the principles and techniques discussed to deal with large amounts of data and gain meaningful insight relevant to business goals. Get the statistical package for R, Excel software and you are good to go. Check our curation of Best Python Data Structure Tutorials.

 

Key USPs-

– Discuss decision trees, methods for handling case-based problems.

– Numerous hands-on assignments available for practice and helps you to identify your weak areas.

– Represent your insights and observations using visualizations by focusing on the key parameters.

– The instructor shares tips and advice acquired from their experience.

– Optional additional resources are suggested.

– Earn academic credit by completing the coursework and exams.

 

Duration: Self-paced                                        

Rating: 4.4 out of 5

You can Sign up Here 

 

So these were the 5 Best Data Mining Tutorial, Class, Course, Training & Certification available online for 2020. Hope you found what you were looking for. Wish you a Happy Learning!