What is data mining, and why is it important to learn about?

Data mining is the process of discovering meaningful patterns in large datasets to help guide an organization’s decision-making. With the use of techniques like regression, classification, and cluster analysis, data mining can sort through vast amounts of raw data to analyze customer preferences, detect fraudulent transactions, or perform social network analyses. Data mining is important because it delivers the descriptive and predictive analytics needed by an organization to increase productivity and sales, reduce costs, and prepare for the future. Like other areas of data science, data mining typically relies on the Python programming language for tasks like data cleansing, data organization, and machine learning (ML) applications. In social data mining, data clustering algorithms are used to inform recommender systems that can guide customers in entertainment and e-commerce choices. When delving into unstructured datasets, data mining can employ information retrieval (IR) and natural language processing (NLP) for text mining applications that can uncover customers’ emerging concerns or unmet needs.

What kinds of careers can I have with a background in data mining?

Depending on the size of an organization, data mining specialists, data analysts, or data engineers may be responsible for data mining. Regardless of job title, data mining requires an understanding of all types of data, databases, and distributed file systems as well as statistical requirements for descriptive and predictive analysis. And, although most data mining is performed with either Python or R programming skills, knowledge of SQL and business intelligence software can also be very important. Data mining is also a core skill for data scientists, who have the programming skills, understanding of statistics, and ability to wrangle and visualize data that is essential in this field. They also have the in-depth knowledge of ML algorithms to aid their exploratory analysis, whether they are solving public policy questions, helping to detect disease outbreaks, or identifying money laundering operations. According to Glassdoor, the national average salary for a data scientist in the United States is $113,309 per year.

Can I learn about data mining by taking online courses on Coursera?

Yes! Coursera has a wide range of online courses and Specializations on data mining and related topics including machine learning, natural language processing, and applied data science with Python. You can take courses from top-ranked institutions like the University of Illinois at Urbana-Champaign, Johns Hopkins University, and the University of Washington, as well as industry-leading organizations like IBM, so you don’t have to sacrifice the quality of your education for the opportunity to learn online. Coursera also offers the opportunity to earn a Data Science Professional Certificate from IBM. And, with Coursera Guided Projects, you have the opportunity to add skills to your resume through hands-on tutorials presented by expert instructors in cutting-edge topics like Covid-19 data analysis using Python and sentiment analysis with deep learning.

What skills or experience do I need to already have, before starting to learn data mining?

The skills or experience you need to already have before starting to learn data mining might include a strong background in computer literacy and cloud technology skills, especially in programming software, data analysis, and business intelligence. Learning about data mining also involves using statistical methods and predictive models to create business solutions, so having experience and background in using statistical software would be helpful. Learning data mining does not require a college degree, but it would be beneficial to have an appropriate undergraduate degree in data science, computer science, information systems, business administration, or even statistics for working in the demanding field.

What kind of people are best suited for roles that involve data mining?

The kind of people who are best suited for work that involves data mining are disciplined programmers who are problem solvers, inquisitive explorers, and analytical self-starters. Working in data mining involves the practice of analyzing data to find and identify unforeseen patterns and possible system relationships that may be used to better understand future consumer behaviors. With this information, data miners can help transform this raw information into business insights for their senior leadership to make more and better-informed decisions.

How do I know if learning data mining is right for me?

To know if learning data mining might be right for you, you should be passionate about data analysis and have a focus on numbers, data, and how to create an understanding of various subsets of data. Data mining insiders may make data mining out to be extremely complex, but you may be able to learn the basic skills from online courses, online videos, websites, and web discussion forums. If you're interested in data sciences and how they may propel certain business decisions, then it may be a smart move to learn about data mining, as it’s part of the big data revolution occurring in our technological society and should hold promise for a future career.

What are the benefits of taking an online Data Mining course?

Online Data Mining courses offer a convenient and flexible way to enhance your knowledge or learn new Data Mining skills. Choose from a wide range of Data Mining courses offered by top universities and industry leaders tailored to various skill levels.

What Data Mining courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Data Mining, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Data Mining Courses - Learn Data Mining Online

Results for "data mining"

University of Illinois at Urbana-Champaign
Master of Business Administration (iMBA)
Skills you'll gain: Leadership and Management, Accounting, Finance, Financial Analysis, Financial Accounting, Business Analysis, Data Analysis, Strategy, Decision Making, Critical Thinking, Financial Management, Marketing, Strategy and Operations, Market Analysis, General Accounting, Taxes, Generally Accepted Accounting Principles (GAAP), Entrepreneurship, Investment Management, Management Accounting, Market Research, Communication, Risk Management, Mergers & Acquisitions, Problem Solving, Regulations and Compliance, Cost Accounting, Probability & Statistics, Data Management, Account Management, Digital Marketing, Business Development, Accounts Payable and Receivable, Corporate Accouting, Exploratory Data Analysis, Marketing Management, Statistical Programming, Media Strategy & Planning, Business Process Management, Business Psychology, Business Intelligence, Behavioral Economics, Culture, Data Visualization, Leadership Development, Audit, Business Transformation, Innovation, Planning, Statistical Analysis, Product Strategy, Research and Design, Banking, Customer Analysis, General Statistics, Organizational Development, Performance Management, Brand Management, Cash Management, Python Programming, Sales, Business Communication, People Analysis, R Programming, Correlation And Dependence, Creativity, Data Analysis Software, Machine Learning, Product Management, Securities Trading, Human Learning, Professional Development, Social Media, Advertising, Business Design, Customer Relationship Management, Process Analysis, Design and Product, Influencing, Regression, Operational Analysis, People Management, Product Marketing, Econometrics, Interactive Data Visualization, Budget Management, Change Management, Conflict Management, Marketing Design, Statistical Machine Learning, Project Management, Advertising Sales, Basic Descriptive Statistics, Big Data, Collaboration, Emotional Intelligence, Forecasting, Human Resources, Operations Management, Plot (Graphics), Probability Distribution, Benefits, Data Model, Product Design, Negotiation, Algorithms, Data Structures, Data Visualization Software, Statistical Tests, Storytelling, Computer Programming, Data Mining, Employee Relations, Product Lifecycle, Securities Sales, User Research, Visualization (Computer Graphics), Business Research, Machine Learning Algorithms, Supplier Relationship Management, Supply Chain and Logistics, Contract Management, Extract, Transform, Load, Visual Design, Databases, Entrepreneurial Finance, Game Theory, Systems Design, Accounting Software, Natural Language Processing, Data Warehousing, SQL, Theoretical Computer Science, BlockChain, Data Architecture, Data Science, Microsoft Excel, People Analytics, People Development, Strategic Thinking
Earn a degree
Degree · 1 - 4 Years
Qualcomm Academy
5G for Everyone
Skills you'll gain: Internet Of Things, Software-Defined Networking, Networking Hardware, Cloud Applications, Network Analysis
4.8
Rating, 4.8 out of 5 stars
600 reviews
Beginner · Course · 1 - 3 Months
LearnQuest
Oracle Database Platform
Skills you'll gain: Databases, SQL
4.6
Rating, 4.6 out of 5 stars
99 reviews
Beginner · Course · 1 - 4 Weeks
Google
Google Proje Yönetimi
Skills you'll gain: Leadership and Management, Project Management, Strategy and Operations, Communication, Planning, Critical Thinking, Change Management, Prospecting and Qualification, Risk Management, Strategy, Operating Systems, Scrum (Software Development), Business Research, General Statistics, Operational Analysis, People Analysis, Product Development, Product Management, User Experience Design, Basic Descriptive Statistics, Finance, Interactive Data Visualization, Organizational Development, Application Development, Budget Management, Business Development, Cost Accounting, Other Web Frameworks, Performance Management
4.9
Rating, 4.9 out of 5 stars
939 reviews
Beginner · Professional Certificate · 3 - 6 Months
Google
Tools of the Trade: Linux and SQL
Skills you'll gain: Linux, Databases, SQL
4.8
Rating, 4.8 out of 5 stars
4.5K reviews
Beginner · Course · 1 - 4 Weeks
Simplilearn
Social Media Marketing and Brand Advocacy
Skills you'll gain: Brand Management, Digital Marketing
Beginner · Specialization · 1 - 3 Months
University of Illinois Urbana-Champaign
Hands-on Internet of Things
Skills you'll gain: Computer Networking, Internet Of Things, Network Architecture, Communication, Computer Programming, Computer Architecture, Network Model, Software Engineering, Human Computer Interaction, Feature Engineering, Interactive Design, Networking Hardware
4.7
Rating, 4.7 out of 5 stars
557 reviews
Intermediate · Specialization · 3 - 6 Months
University of Illinois at Urbana-Champaign
Graduate Certificate in Taxation
Skills you'll gain: Leadership and Management, Accounting, Finance, Financial Accounting, Financial Analysis, Business Analysis, Marketing, Financial Management, Strategy, Critical Thinking, Decision Making, Data Analysis, General Accounting, Strategy and Operations, Market Analysis, Generally Accepted Accounting Principles (GAAP), Taxes, Entrepreneurship, Management Accounting, Investment Management, Mergers & Acquisitions, Risk Management, Communication, Market Research, Regulations and Compliance, Cost Accounting, Problem Solving, Digital Marketing, Account Management, Media Strategy & Planning, Accounts Payable and Receivable, Corporate Accouting, Marketing Management, Business Development, Business Process Management, Data Management, Exploratory Data Analysis, Statistical Programming, Probability & Statistics, Data Visualization, Innovation, Audit, Leadership Development, Planning, Business Transformation, Banking, Performance Management, Business Intelligence, Cash Management, Product Strategy, Python Programming, Sales, Statistical Analysis, Brand Management, Business Psychology, Customer Analysis, Business Communication, Creativity, Organizational Development, Product Management, Research and Design, Securities Trading, Culture, Data Analysis Software, Machine Learning, Social Media, Business Design, Advertising, Behavioral Economics, Customer Relationship Management, Human Learning, People Analysis, Process Analysis, Professional Development, R Programming, Correlation And Dependence, General Statistics, Influencing, People Management, Product Marketing, Interactive Data Visualization, Change Management, Conflict Management, Marketing Design, Operational Analysis, Project Management, Advertising Sales, Collaboration, Regression, Statistical Machine Learning, Negotiation, Basic Descriptive Statistics, Benefits, Big Data, Budget Management, Data Model, Emotional Intelligence, Human Resources, Operations Management, Plot (Graphics), Data Visualization Software, Probability Distribution, Statistical Tests, Storytelling, Algorithms, Computer Programming, Data Mining, Employee Relations, Securities Sales, Business Research, Data Structures, Machine Learning Algorithms, User Research, Visualization (Computer Graphics), Contract Management, Extract, Transform, Load, Supplier Relationship Management, Databases, Entrepreneurial Finance, Forecasting, Game Theory, Supply Chain and Logistics, Visual Design, Systems Design, Accounting Software, Econometrics, Natural Language Processing, SQL, Theoretical Computer Science, BlockChain, Data Architecture, Microsoft Excel, People Analytics, People Development, Strategic Thinking
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Value Chain Management Graduate Certificate
Skills you'll gain: Leadership and Management, Accounting, Finance, Financial Accounting, Financial Analysis, Business Analysis, Marketing, Financial Management, Strategy, Critical Thinking, Decision Making, Data Analysis, General Accounting, Strategy and Operations, Market Analysis, Generally Accepted Accounting Principles (GAAP), Taxes, Entrepreneurship, Management Accounting, Investment Management, Mergers & Acquisitions, Risk Management, Communication, Market Research, Regulations and Compliance, Cost Accounting, Problem Solving, Digital Marketing, Account Management, Media Strategy & Planning, Accounts Payable and Receivable, Corporate Accouting, Marketing Management, Business Development, Business Process Management, Data Management, Exploratory Data Analysis, Statistical Programming, Probability & Statistics, Data Visualization, Innovation, Audit, Leadership Development, Planning, Business Transformation, Banking, Performance Management, Business Intelligence, Cash Management, Product Strategy, Python Programming, Sales, Statistical Analysis, Brand Management, Business Psychology, Customer Analysis, Business Communication, Creativity, Organizational Development, Product Management, Research and Design, Securities Trading, Culture, Data Analysis Software, Machine Learning, Social Media, Business Design, Advertising, Behavioral Economics, Customer Relationship Management, Human Learning, People Analysis, Process Analysis, Professional Development, R Programming, Correlation And Dependence, General Statistics, Influencing, People Management, Product Marketing, Interactive Data Visualization, Change Management, Conflict Management, Marketing Design, Operational Analysis, Project Management, Advertising Sales, Collaboration, Regression, Statistical Machine Learning, Negotiation, Basic Descriptive Statistics, Benefits, Big Data, Budget Management, Data Model, Emotional Intelligence, Human Resources, Operations Management, Plot (Graphics), Data Visualization Software, Probability Distribution, Statistical Tests, Storytelling, Algorithms, Computer Programming, Data Mining, Employee Relations, Securities Sales, Business Research, Data Structures, Machine Learning Algorithms, User Research, Visualization (Computer Graphics), Contract Management, Extract, Transform, Load, Supplier Relationship Management, Databases, Entrepreneurial Finance, Forecasting, Game Theory, Supply Chain and Logistics, Visual Design, Systems Design, Accounting Software, Econometrics, Natural Language Processing, SQL, Theoretical Computer Science, BlockChain, Data Architecture, Microsoft Excel, People Analytics, People Development, Strategic Thinking
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Entrepreneurship and Strategic Innovation Graduate Certificate
Skills you'll gain: Leadership and Management, Accounting, Finance, Financial Accounting, Financial Analysis, Business Analysis, Marketing, Financial Management, Strategy, Critical Thinking, Decision Making, Data Analysis, General Accounting, Strategy and Operations, Market Analysis, Generally Accepted Accounting Principles (GAAP), Taxes, Entrepreneurship, Management Accounting, Investment Management, Mergers & Acquisitions, Risk Management, Communication, Market Research, Regulations and Compliance, Cost Accounting, Problem Solving, Digital Marketing, Account Management, Media Strategy & Planning, Accounts Payable and Receivable, Corporate Accouting, Marketing Management, Business Development, Business Process Management, Data Management, Exploratory Data Analysis, Statistical Programming, Probability & Statistics, Data Visualization, Innovation, Audit, Leadership Development, Planning, Business Transformation, Banking, Performance Management, Business Intelligence, Cash Management, Product Strategy, Python Programming, Sales, Statistical Analysis, Brand Management, Business Psychology, Customer Analysis, Business Communication, Creativity, Organizational Development, Product Management, Research and Design, Securities Trading, Culture, Data Analysis Software, Machine Learning, Social Media, Business Design, Advertising, Behavioral Economics, Customer Relationship Management, Human Learning, People Analysis, Process Analysis, Professional Development, R Programming, Correlation And Dependence, General Statistics, Influencing, People Management, Product Marketing, Interactive Data Visualization, Change Management, Conflict Management, Marketing Design, Operational Analysis, Project Management, Advertising Sales, Collaboration, Regression, Statistical Machine Learning, Negotiation, Basic Descriptive Statistics, Benefits, Big Data, Budget Management, Data Model, Emotional Intelligence, Human Resources, Operations Management, Plot (Graphics), Data Visualization Software, Probability Distribution, Statistical Tests, Storytelling, Algorithms, Computer Programming, Data Mining, Employee Relations, Securities Sales, Business Research, Data Structures, Machine Learning Algorithms, User Research, Visualization (Computer Graphics), Contract Management, Extract, Transform, Load, Supplier Relationship Management, Databases, Entrepreneurial Finance, Forecasting, Game Theory, Supply Chain and Logistics, Visual Design, Systems Design, Accounting Software, Econometrics, Natural Language Processing, SQL, Theoretical Computer Science, BlockChain, Data Architecture, Microsoft Excel, People Analytics, People Development, Strategic Thinking
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Managerial Economics & Business Analysis Graduate Certificate
Skills you'll gain: Leadership and Management, Accounting, Finance, Financial Accounting, Financial Analysis, Business Analysis, Marketing, Financial Management, Strategy, Critical Thinking, Decision Making, Data Analysis, General Accounting, Strategy and Operations, Market Analysis, Generally Accepted Accounting Principles (GAAP), Taxes, Entrepreneurship, Management Accounting, Investment Management, Mergers & Acquisitions, Risk Management, Communication, Market Research, Regulations and Compliance, Cost Accounting, Problem Solving, Digital Marketing, Account Management, Media Strategy & Planning, Accounts Payable and Receivable, Corporate Accouting, Marketing Management, Business Development, Business Process Management, Data Management, Exploratory Data Analysis, Statistical Programming, Probability & Statistics, Data Visualization, Innovation, Audit, Leadership Development, Planning, Business Transformation, Banking, Performance Management, Business Intelligence, Cash Management, Product Strategy, Python Programming, Sales, Statistical Analysis, Brand Management, Business Psychology, Customer Analysis, Business Communication, Creativity, Organizational Development, Product Management, Research and Design, Securities Trading, Culture, Data Analysis Software, Machine Learning, Social Media, Business Design, Advertising, Behavioral Economics, Customer Relationship Management, Human Learning, People Analysis, Process Analysis, Professional Development, R Programming, Correlation And Dependence, General Statistics, Influencing, People Management, Product Marketing, Interactive Data Visualization, Change Management, Conflict Management, Marketing Design, Operational Analysis, Project Management, Advertising Sales, Collaboration, Regression, Statistical Machine Learning, Negotiation, Basic Descriptive Statistics, Benefits, Big Data, Budget Management, Data Model, Emotional Intelligence, Human Resources, Operations Management, Plot (Graphics), Data Visualization Software, Probability Distribution, Statistical Tests, Storytelling, Algorithms, Computer Programming, Data Mining, Employee Relations, Securities Sales, Business Research, Data Structures, Machine Learning Algorithms, User Research, Visualization (Computer Graphics), Contract Management, Extract, Transform, Load, Supplier Relationship Management, Databases, Entrepreneurial Finance, Forecasting, Game Theory, Supply Chain and Logistics, Visual Design, Systems Design, Accounting Software, Econometrics, Natural Language Processing, SQL, Theoretical Computer Science, BlockChain, Data Architecture, Microsoft Excel, People Analytics, People Development, Strategic Thinking
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Financial Management Graduate Certificate
Skills you'll gain: Leadership and Management, Accounting, Finance, Financial Accounting, Financial Analysis, Business Analysis, Marketing, Financial Management, Strategy, Critical Thinking, Decision Making, Data Analysis, General Accounting, Strategy and Operations, Market Analysis, Generally Accepted Accounting Principles (GAAP), Taxes, Entrepreneurship, Management Accounting, Investment Management, Mergers & Acquisitions, Risk Management, Communication, Market Research, Regulations and Compliance, Cost Accounting, Problem Solving, Digital Marketing, Account Management, Media Strategy & Planning, Accounts Payable and Receivable, Corporate Accouting, Marketing Management, Business Development, Business Process Management, Data Management, Exploratory Data Analysis, Statistical Programming, Probability & Statistics, Data Visualization, Innovation, Audit, Leadership Development, Planning, Business Transformation, Banking, Performance Management, Business Intelligence, Cash Management, Product Strategy, Python Programming, Sales, Statistical Analysis, Brand Management, Business Psychology, Customer Analysis, Business Communication, Creativity, Organizational Development, Product Management, Research and Design, Securities Trading, Culture, Data Analysis Software, Machine Learning, Social Media, Business Design, Advertising, Behavioral Economics, Customer Relationship Management, Human Learning, People Analysis, Process Analysis, Professional Development, R Programming, Correlation And Dependence, General Statistics, Influencing, People Management, Product Marketing, Interactive Data Visualization, Change Management, Conflict Management, Marketing Design, Operational Analysis, Project Management, Advertising Sales, Collaboration, Regression, Statistical Machine Learning, Negotiation, Basic Descriptive Statistics, Benefits, Big Data, Budget Management, Data Model, Emotional Intelligence, Human Resources, Operations Management, Plot (Graphics), Data Visualization Software, Probability Distribution, Statistical Tests, Storytelling, Algorithms, Computer Programming, Data Mining, Employee Relations, Securities Sales, Business Research, Data Structures, Machine Learning Algorithms, User Research, Visualization (Computer Graphics), Contract Management, Extract, Transform, Load, Supplier Relationship Management, Databases, Entrepreneurial Finance, Forecasting, Game Theory, Supply Chain and Logistics, Visual Design, Systems Design, Accounting Software, Econometrics, Natural Language Processing, SQL, Theoretical Computer Science, BlockChain, Data Architecture, Microsoft Excel, People Analytics, People Development, Strategic Thinking
Credit offered
Graduate Certificate · 6 - 12 Months