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15+ Best Online Data Mining Courses to Learn

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15+ Best Online Data Mining Courses to Learn

Edited By Team Careers360 | Updated on Mar 04, 2024 12:32 PM IST | #Data Mining

Online courses are a great way to create and build new skill sets to boost your profile to find better prospects in jobs. The data mining courses provide essential learning based on the importance of the career set. With technological advancements learning online has become one of the most popular and acclaimed resources. With the help of online data mining certification courses, students can learn data mining and understand the immense possibilities it has to offer in the current times and how rewarding it can be in the coming future. The following online data mining courses will help you understand the course structure and the demands of the field for various data structuring and implementing opportunities.

15+ Best Online Data Mining Courses to Learn
15+ Best Online Data Mining Courses to Learn

Top Online Data Mining Courses One Can Opt For

Course Name

Created by

Provider

Data Science A-Z: Real-life data science exercises included

Kirill Eremenko, Super Data Science Team

Udemy

Python A-Z: Python for data science with real exercises

Kirill Eremenko, Super Data Science Team

Udemy

Weka for Data Mining and Machine Learning- For Beginners

Shadi Oweda

Udemy

Learn Data Mining and Machine Learning with Python

Data Science Guide

Udemy

SQL Server Analysis Services- SSAS, Data mining and Analytics

Siddharth Mehta

Udemy

Data Science: Data Mining and Natural Language Processing in R

Minerva Singh

Udemy

Data Mining with R: Go from Beginner to Advanced

Geoffrey Hubona, Ph.D

Udemy

More Data Mining with R

Geoffrey Hubona, Ph.D

Udemy

Case Studies in Data Mining with R

Geoffrey Hubona, Ph.D

Udemy

Data Mining

Art of Science

Udemy

Information Retrieval and Mining Massive Data Sets

Omkar Deshpande, Mentors Net

Udemy

Cluster Analysis and Unsupervised Machine Learning in Python

Lazy Programmer Team, Lazy Programmer Inc.

Analytics Vidhya and Udemy

Tableau 20 Advanced Training: Master Tableau in Data Science

Kirill Eremenko

Udemy

Data Mining Through Cluster Analysis Using Python

Ermin Dedic

Udemy

Outlier Detection Algorithms in Data Mining and Data Science

KDD Expert

Udemy

Python for Machine Learning and Data Mining

Carlos Quiros

Udemy

Online Data Mining Courses for Aspirants

1. Data Science A-Z: Real-life data science exercises included- Learn data mining and the essentials of data science with steps and leading exercises to get an overview through real data analytics. This data mining certification course will ensure that the students get introduced to the harsh side of data mining and techniques that it uses. The course will help the students understand the different varied aspects of data science and its application process towards business ideas. This course has exercises related to the course structure that will help you learn SQL, SSIS, and Tableau.

2. Python A-Z: Python for data science with real exercises - This is one of the best data mining courses that offers a step-by-step curriculum to learn data mining using the Python programming language. In every new tutorial we the students will learn and implement with examinations and tests conducted at each level. After every video students will learn a new valuable concept. In this online data mining course the students get to work on real case studies Some of these we will solve together, and some you will have as homework exercises. In all this course is intended for all levels even if you have no programming or relative background. This data mining certification course is for you if you are eager to learn Python or if you are stuck on contours that are too complicated.

3. Weka for Data Mining and Machine Learning - For Beginners- This introduction to datamining course was developed in New Zealand by the University of Waikato. In this course, the students will come across all the programs that are included in the data mining process and will help them to take on individual assignments based on the programming languages to increase the learning curve for the students. The data mining certificate course covers all the essential factors and module parameters to provide a comprehensive mindset to tackle modern programming problems.

4. Learn Data Mining and Machine Learning with Python - If you need to learn how to understand and create Machine Learning models used to solve business problems, this data mining course is for you. This data mining certificate course will cover each aspect related to data mining, data science, data segregation, structured and unstructured data, and the importance of harnessing such data. This course has proved quite beneficial for enthusiasts who are trying to figure out the field of data science and need proper guidance.

Also, Read: Future proof your career with an MBA in Data Mining

5. SQL Server Analysis Services - SSAS, Data mining and Analytics- This online data mining course includes job-oriented practical hands-on exercises, theoretical certifications, coverage of key concepts, practice test questions, and many more. Learn data mining through this course that covers all the topics for developers, administrators as well and aspiring data scientists. The course will help you implement the methods that are involved in the field of scientists to generate solutions and create actionable insights for companies to become more developed and excel in their careers as a scientist. The course also offers a set of curated questions that will help students in the interviews.

6. Data Science: Data Mining and Natural Language Processing in R - This course provides holistic learning in data mining which will help you implement the methods using real data obtained from different sources. The course will feature the only dominant programming language, R. The course has more than enough modules to generate proficiency in the language with excellent implementation methods. The students are required to learn the modules and complete the course structure with active learning to ensure the full value earned from the course.

7. Data Mining with R: Go from Beginner to Advanced- As the data mining course name suggests it is a complete roller coaster ride from beginner to an advanced level where the students and applicants would learn R all the way. The course will feature the examples and case studies that are involved in the process and with that said the elements of data science applications will be rendered for more possible engagement of the students with the course. The course will explain the aspects and data structures and its modification process with the help of R and how to create better business strategies based on the results gained from the data sets. The course will help you as a data scientist to create an optical and logical thinking process.

8. More Data Mining with R - If you want to learn data mining with R from a beginner to an advanced level, you must take up this course on Udemy. The course will delve into the data mining methods and the techniques which are used to create data mining models, and case studies and curate business data for research and decision-making using the R language.

The data mining classes offered under this course are one of the high-quality course materials that one can find on the Udemy platform. The course will feature the complete course structure towards the application and implementation of R. In the field of data science, the course will explain the structures involved in the creation and problem-solving process.

9. Case Studies in Data Mining with R - In this data mining certification course, you will learn to implement R in datasets. This course will feature the basic 3 aspects of data mining. In the course, the students will learn the importance of R language in identifying the threats in transactions and help avoid big scams. The course will also help to identify any frauds in digital platforms and moreover, it will help create more sophisticated systems in the mainframe to avoid any malware attacks. R is the most advanced and rarely used programming language it has been used by many developers over recent years and is about to get much bigger in the future.

10. Data Mining - As the name suggests, data mining is the focus of this particular course where you taught how to extract data patterns through large data sets, connecting methods and statistical data with AI and databases. Data mining is still relatively new, but the tenacity with which the course curriculum is explained offers a beginner-friendly perspective on this field and teaches them the correct methods to analyse large amounts of data and convert them into pictorial or textual nuggets of information. This is an introductory data mining course for beginners that focuses your attention on the 9-step KDD process using which the data can be extracted in a more contextual manner & utilized by businesses as per modern standards.

11. Information Retrieval and Mining Massive Data Sets - In this online data mining course, you will be able to understand unstructured data and information retrieval and the inverted index protocols. Trade-offs in the implementation of the inverted index will be taught in the modules in this course. The course will cover all the processes and help you understand the optimization query methods to understand and document the frequency of the models. The course will help you with link analysis, web as a graph, PageRank and other metrics. Knowledge of probability and linear algebra and a good grasp would be learned from the course.

12. Cluster Analysis and Unsupervised Machine Learning in Python - This is one of the best data mining courses that focuses on creating an understanding, not just how to use it. Anyone can learn with the help of the course module It's about learning with experimentation. The course will teach you how to visualize what is the problem in the model internally. If you have relevance in the field of computer science this course will be an easy learning process. All the algorithms in machine learning and data science will be covered with pattern extraction methods.

13. Tableau 20 Advanced Training: Master Tableau in Data Science - In this data mining online course, you will learn concepts of data mining and how to create and use groups by combining different sets and creating more sets. The course will help you create interactive dashboards to help you use trendlines to interrogate data and create powerful storylines for presentation to executives to help analyse the level of details in business. The course will also cover the modules explaining table calculations, using multiple fields of colour property, control sets with parameters and much more. You can enrol in this data mining course free of cost.

14. Data Mining Through Cluster Analysis Using Python - This online data-mining course is best for those who want to use Python for the purpose of data mining. The curriculum is beginner-friendly and requires an introductory understanding of Python to help benefit fully from the course. This is an introductory-level course where the students are taught all the aspects of cluster analysis. The course features the techniques and the size reduction importance in data management. The course will help identify the optimization techniques and parameters in any data set. This course also offers data mining certifications.

15. Outlier Detection Algorithms in Data Mining and Data Science- If you want to learn data mining in machine learning and other similar concepts, this is one data mining course you shouldn’t miss out on as you will learn data mining and its various applications based on all industrial and production aspects. You will learn that the importance of data can influence the future and create more actionable insights. The data mining courses online will feature outlier detection methods and the algorithms required for their applications. The detection methods would be trialled and tested in various outcomes to create analysis patterns for students to understand.

16. Python for Machine Learning and Data Mining - In this course, the structure is focused on practical experience by teaching Python based on real examples and building mobile and computer applications. Data mining course with Python language is in huge demand and will never go out of business. The course will feature all the Python modules and help to develop a mastery of the course and the application sector in data science. The course will also teach the benefits of data science and all the application methods that are valid and motivate students to think innovatively to generate solutions.

Conclusion

So here is a complete list of some of the best courses on data mining which you can pursue to get started in your career with data mining and Python being the core focus of your professional work. If you wish to move ahead in this profession, these data mining free courses serve as good points to start, practice, improvise and grow. While this is in no way a complete list, it will be sufficient for you if you are a beginner looking to learn how to learn data mining.

Frequently Asked Question (FAQs)

1. What is data mining?

Data mining is based on theoretical science that involves physics with more of a combination of applied engineering and skills like prediction based on calculations and administered hypothesis.

2. What are the job titles in data mining like?

There are several positions involved in data mining, there are persons who are looking to extract the data but not interpret the data for additional uses, The roles are data analyst, data researcher, data developer, data scientist research executive, business development manager and much more.

3. Where can we learn data mining courses?

There are several data mining courses available on the online portals where the students can easily connect with the course providers and gain full access to the course within no time. The course features several aspects with remote learning opportunities for students.

4. What are the programming languages used for data mining?

The languages are R, Python, SQL, SSIS, SASS and many others.

5. What happens if I resume the course after a month?

In the data mining certification program once you pay for the course it stays in your account as long as the course stays in udemy, so the students can complete the course at any time.

6. What is the importance of these courses?

If you are trying to make a career in data science then these courses will guide you, help you and will cover all the basic concepts and will help you understand the importance of this field in today’s time.

7. What is included in the introduction to data science professional certificate course?

This is a beginner level course where the students will get to know all the basics and intermediate lessons of data mining which are supported with online examinations and assessments to ensure learning.

8. Can I get a job from this data mining certification course?

This course would make you eligible for job opportunities but there would be no placement assistance here.

9. Can one learn from a single course or can I enroll in other courses too?

Udemy offers an open platform where the students are not limited to the course and the number of courses to be choosed. You just need to pay and get enrolled in any course.

10. Can I get a refund in a data mining certification course?

The course has certain guidelines that need to be understood, each course has a list of details that are included in the cover page and helps understand the course, it is advised to better look for all details and then get enrolled to avoid refund issues.

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Upcoming Exams

Application Date:19 October,2023 - 31 March,2024

Application Date:20 October,2023 - 30 March,2024

Application Date:06 December,2023 - 20 May,2024

Application Date:13 December,2023 - 12 April,2024

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Other researchers focus on specialities like computational linguistics, which seeks to better match human and computer language capacities, or applied linguistics, which is concerned with improving language education. Still, others work as language experts for the government, advertising companies, dictionary publishers and various other private enterprises. Some might work from home as freelance linguists. Philologist, phonologist, and dialectician are some of Linguist synonym. Linguists can study French, German, Italian

2 Jobs Available
Public Relation Executive
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Travel Journalist

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2 Jobs Available
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5 Jobs Available
QA Manager
4 Jobs Available
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3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
Production Manager
3 Jobs Available
Merchandiser
2 Jobs Available
QA Lead

A QA Lead is in charge of the QA Team. The role of QA Lead comes with the responsibility of assessing services and products in order to determine that he or she meets the quality standards. He or she develops, implements and manages test plans. 

2 Jobs Available
Metallurgical Engineer

A metallurgical engineer is a professional who studies and produces materials that bring power to our world. He or she extracts metals from ores and rocks and transforms them into alloys, high-purity metals and other materials used in developing infrastructure, transportation and healthcare equipment. 

2 Jobs Available
Azure Administrator

An Azure Administrator is a professional responsible for implementing, monitoring, and maintaining Azure Solutions. He or she manages cloud infrastructure service instances and various cloud servers as well as sets up public and private cloud systems. 

4 Jobs Available
AWS Solution Architect

An AWS Solution Architect is someone who specializes in developing and implementing cloud computing systems. He or she has a good understanding of the various aspects of cloud computing and can confidently deploy and manage their systems. He or she troubleshoots the issues and evaluates the risk from the third party. 

4 Jobs Available
QA Manager
4 Jobs Available
Computer Programmer

Careers in computer programming primarily refer to the systematic act of writing code and moreover include wider computer science areas. The word 'programmer' or 'coder' has entered into practice with the growing number of newly self-taught tech enthusiasts. Computer programming careers involve the use of designs created by software developers and engineers and transforming them into commands that can be implemented by computers. These commands result in regular usage of social media sites, word-processing applications and browsers.

3 Jobs Available
ITSM Manager
3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
Information Security Manager

Individuals in the information security manager career path involves in overseeing and controlling all aspects of computer security. The IT security manager job description includes planning and carrying out security measures to protect the business data and information from corruption, theft, unauthorised access, and deliberate attack 

3 Jobs Available
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