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    • Data Mining

    Data Mining Courses Online

    Understand data mining principles for discovering patterns in large datasets. Learn to use machine learning algorithms for predictive analysis.

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    Explore the Data Mining Course Catalog

    • G

      Google Cloud

      Developing Applications with Google Cloud

      Skills you'll gain: Cloud Applications, Application Deployment, Application Development, Microservices, Google Cloud Platform, Authentications, Generative AI, Serverless Computing, Cloud Development, Cloud API, Data Storage, Platform As A Service (PaaS), Authorization (Computing), CI/CD, Software Architecture, Event-Driven Programming, Cloud Computing, Application Performance Management, Cloud Storage, Service Oriented Architecture

      4.6
      Rating, 4.6 out of 5 stars
      ·
      26 reviews

      Intermediate · Specialization · 3 - 6 Months

    • A

      Advancing Women in Tech

      Leadership Principles for Software Engineers

      Skills you'll gain: Goal Setting, Engineering Management, Recruitment, Management Training And Development, Employee Retention, Talent Management, Leadership and Management, Talent Acquisition, People Management, Team Management, Team Leadership, Leadership, Interviewing Skills

      4.8
      Rating, 4.8 out of 5 stars
      ·
      59 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of California, Irvine

      The Blockchain

      Skills you'll gain: Blockchain, FinTech, Cryptography, Distributed Computing, Transaction Processing, Payment Systems, Emerging Technologies, Digital Assets, Software Systems, Computer Systems, Software Architecture, Data Integrity, Network Analysis, Peer Review

      4.1
      Rating, 4.1 out of 5 stars
      ·
      171 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Illinois Urbana-Champaign

      Deep Learning Methods for Healthcare

      Skills you'll gain: Deep Learning, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Artificial Neural Networks, PyTorch (Machine Learning Library), Computer Vision, Health Informatics, Machine Learning, Feature Engineering, Medical Imaging, Jupyter, Python Programming, Dimensionality Reduction

      3.8
      Rating, 3.8 out of 5 stars
      ·
      13 reviews

      Advanced · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Google Workspace Data Governance

      Skills you'll gain: Data Governance, Data Loss Prevention, Gmail, Google Workspace, Information Management, Data Management, Data Security, Document Management, Records Management, Data Storage, Data Access, Data Import/Export, Email Security, System Configuration

      4.8
      Rating, 4.8 out of 5 stars
      ·
      654 reviews

      Beginner · Course · 1 - 4 Weeks

    • M

      Microsoft

      Advanced Cybersecurity Concepts and Capstone Project

      Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Threat Management, Cybersecurity, Cyber Security Strategy, Application Security, Threat Detection, Security Strategy, Microsoft Azure, Cloud Security, Internet Of Things, Secure Coding, Network Security, Security Controls, Vulnerability Assessments, Identity and Access Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      73 reviews

      Beginner · Course · 1 - 4 Weeks

    • A

      Arizona State University

      Semiconductor Characterization

      Skills you'll gain: Semiconductors, Electronic Components, Failure Analysis, Electronic Systems, Image Analysis, Electronics, Laboratory Equipment, Basic Electrical Systems, Laboratory Testing, Manufacturing Processes, Electrical Engineering, Process Control, Chemistry, Laboratory Research, Data Analysis Software, Quantitative Research, Scientific Visualization, Estimation, Qualitative Research, Engineering Calculations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      77 reviews

      Intermediate · Specialization · 3 - 6 Months

    • U

      University of Minnesota

      Cloud Security Basics

      Skills you'll gain: Cloud Security, Application Security, Network Security, Cloud Computing, Cybersecurity, Information Systems Security, Security Controls, Infrastructure Security, Remote Access Systems, Public Key Infrastructure, Cryptography, Vulnerability Assessments, Virtualization, Virtual Machines, Encryption, Authorization (Computing)

      4.3
      Rating, 4.3 out of 5 stars
      ·
      103 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Project Network

      Grab Data Fast with Vertical and Horizontal LOOKUP

      Skills you'll gain: Google Sheets, Spreadsheet Software, Data Import/Export, Data Analysis Software, Data Presentation

      3.8
      Rating, 3.8 out of 5 stars
      ·
      70 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • A

      American Psychological Association

      Qualitative Research Methods in Psychology

      Skills you'll gain: Qualitative Research, Interviewing Skills, Research, Research Methodologies, Data Analysis, Data Collection, Social Sciences, Research Design, Culture, Psychology, Analytical Skills, Rapport Building, Anthropology, Diversity Awareness

      4.7
      Rating, 4.7 out of 5 stars
      ·
      47 reviews

      Beginner · Specialization · 3 - 6 Months

    • I

      IBM

      Database Essentials and Vulnerabilities

      Skills you'll gain: Database Management, Databases, Relational Databases, Database Architecture and Administration, Data Security, User Accounts, Secure Coding, SQL, Application Security, Vulnerability Scanning, NoSQL, Role-Based Access Control (RBAC), Encryption

      4.6
      Rating, 4.6 out of 5 stars
      ·
      41 reviews

      Beginner · Course · 1 - 3 Months

    • U

      Universidade de São Paulo

      Estatística não-paramétrica para a tomada de decisão

      Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution

      4.4
      Rating, 4.4 out of 5 stars
      ·
      138 reviews

      Intermediate · Course · 1 - 3 Months

    Data Mining learners also search

    Data
    R
    Data Science
    Data Analytics
    Data Analysis
    R Programming
    Applied Data Science
    Beginner Data Science
    1…201202203…599

    In summary, here are 10 of our most popular data mining courses

    • Developing Applications with Google Cloud: Google Cloud
    • Leadership Principles for Software Engineers: Advancing Women in Tech
    • The Blockchain: University of California, Irvine
    • Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
    • Google Workspace Data Governance: Google Cloud
    • Advanced Cybersecurity Concepts and Capstone Project: Microsoft
    • Semiconductor Characterization: Arizona State University
    • Cloud Security Basics: University of Minnesota
    • Grab Data Fast with Vertical and Horizontal LOOKUP : Coursera Project Network
    • Qualitative Research Methods in Psychology: American Psychological Association

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    Frequently Asked Questions about Data Mining

    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.‎

    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.‎

    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.‎

    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.‎

    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.‎

    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.‎

    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.‎

    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.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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