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  2. Data Mining

Results for "data mining"


  • U

    University of Illinois Urbana-Champaign

    Data Mining

    Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Dashboard, Tableau Software, Plot (Graphics), Dashboard Creation, Natural Language Processing, Unsupervised Learning, Data Mapping, Unstructured Data, Statistical Analysis, Graphing, Big Data, Data-Driven Decision-Making, Analytics, Data Analysis, Statistical Machine Learning

    4.5 stars, 3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Data Mining in Python

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Machine Learning Methods, Statistical Methods, Linear Algebra, Python Programming, Classification Algorithms

    4.6 stars, 14 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (14) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    S.P. Jain Institute of Management and Research

    Data-Driven Business Intelligence

    Skills you'll gain: Data Analysis, Business Analytics, Business Intelligence, Analytical Skills, Business Mathematics, Statistical Analysis, Statistics, Applied Machine Learning, Business Research, Data Mining, Advanced Analytics, Dimensionality Reduction, Data-Driven Decision-Making, Statistical Methods, Statistical Hypothesis Testing, Marketing Analytics, Applied Mathematics, Transportation Operations, Strategic Decision-Making, Data Visualization

    4.5 stars, 24 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (24) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Machine Learning Methods, Supervised Learning, Data Pipelines, Data Preprocessing, Classification Algorithms, Data Processing, Data Modeling, Decision Tree Learning, Data Science, Data Management, Machine Learning Algorithms, Data Cleansing, Model Evaluation, Analytical Skills, Ideation, Exploratory Data Analysis

    4.1 stars, 189 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.1 (189) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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  • U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Machine Learning Methods, Supervised Learning, Classification Algorithms, Decision Tree Learning, Data Science, Machine Learning Algorithms, Data Analysis, Machine Learning, Correlation Analysis, Bayesian Network, Algorithms, Artificial Neural Networks, Model Evaluation

    4.3 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (76) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Introduction to Data Analytics

    Skills you'll gain: Data Storytelling, Data Mining, Extract, Transform, Load, Data Presentation, Data Analysis, Interactive Data Visualization, Dashboard, Analysis, Data Literacy, Analytics, Descriptive Analytics, Data Visualization, Big Data, Data Storage Technologies, Analytical Skills, Data Wrangling, Data Science, Data Mart, Data Warehousing, Microsoft Excel

    4.7 stars, 21K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (21K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Intro to Analytic Thinking, Data Science, and Data Mining

    Skills you'll gain: Analytical Skills, Data Ethics, Data Mining, Data Science, Business Analytics, Big Data, Analytics, Descriptive Analytics, Data Analysis Software, Predictive Analytics, Small Data

    4.2 stars, 159 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (159) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Data Analysis with Python

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Cleansing, Data Preprocessing, Data Manipulation, Data Analysis, Data Processing, Model Training, Scatter Plots, Statistical Analysis, Predictive Modeling, Regression Analysis, Statistical Methods, Data Transformation, Feature Engineering, Data Import/Export, Scientific Visualization, Data Visualization, Python Programming

    4.7 stars, 20K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (20K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Mining Pipeline

    Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Processing, Data Modeling, Data Management, Data Science, Data Cleansing, Model Evaluation, Exploratory Data Analysis

    3.9 stars, 120 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (120) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google

    Google Data-Driven Decision Making

    Skills you'll gain: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Literacy, Data Analysis, Business Intelligence Software, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Analysis, Prompt Patterns, Statistical Methods, Analytics, Stakeholder Communications, Visual Design, Spreadsheet Software, Verbal Communication Skills

    4.6 stars, 121 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (121) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Pattern Discovery in Data Mining

    Skills you'll gain: Data Mining, Big Data, Text Mining, Unstructured Data, Spatial Data Analysis, Spatial Analysis, Advanced Analytics, Image Analysis, Analysis, Algorithms, Model Evaluation, Correlation Analysis, Information Privacy

    4.3 stars, 327 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (327) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Practical Data Science for Data Analysts

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Matplotlib, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Exploratory Data Analysis, Plot (Graphics), Pandas (Python Package), Data Presentation, Data Science, NumPy, Regression Analysis, Data Analysis, Data Structures, Data Wrangling, Correlation Analysis, Portfolio Management, Predictive Analytics

    4.6 stars, 24 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (24) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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Best Data Mining courses from University of Colorado Boulder

Top-rated Data Mining courses offered by University of Colorado Boulder on Coursera.

  1. 1
    Data Mining Foundations and Practice
    University of Colorado BoulderIntermediate1 - 3 Months4.1(189)University of Colorado Boulder
  2. 2
    Data Mining Methods
    University of Colorado BoulderIntermediate1 - 4 Weeks4.3(76)University of Colorado Boulder
  3. 3
    Data Mining Pipeline
    University of Colorado BoulderIntermediate1 - 4 Weeks3.9(120)University of Colorado Boulder

Best Data Mining certificate programs

Earn a certificate in Data Mining from top universities and companies.

  1. 1
    Data Mining
    University of Illinois Urbana-ChampaignIntermediate3 - 6 Months4.5(2,955)Specialization
  2. 2
    Data-Driven Business Intelligence
    S.P. Jain Institute of Management and ResearchBeginner3 - 6 Months4.5(24)Specialization
  3. 3
    Google Data-Driven Decision Making
    GoogleBeginner3 - 6 Months4.6(121)Specialization

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 patterns and extracting valuable information from large sets of data. It combines techniques from statistics, machine learning, and database systems to analyze data and uncover insights that can inform decision-making. The importance of data mining lies in its ability to help organizations make sense of vast amounts of information, leading to improved strategies, enhanced customer experiences, and increased operational efficiency.‎

A variety of job opportunities exist in the field of data mining. Positions such as data analyst, data scientist, business intelligence analyst, and machine learning engineer are common. These roles often involve analyzing data to identify trends, developing predictive models, and providing actionable insights to drive business decisions. As organizations increasingly rely on data-driven strategies, the demand for skilled professionals in data mining continues to grow.‎

To succeed in data mining, you should develop a range of skills. Key competencies include statistical analysis, programming (often in languages like Python or R), data visualization, and machine learning techniques. Familiarity with databases and data manipulation tools is also essential. Additionally, strong problem-solving abilities and critical thinking skills will help you interpret data effectively and communicate your findings to stakeholders.‎

There are several excellent online courses available for those interested in data mining. For a comprehensive learning experience, consider the Data Mining Specialization or the Data Mining Foundations and Practice Specialization. These programs cover essential concepts and practical applications, providing a solid foundation for your data mining journey.‎

Yes. You can start learning data mining on Coursera for free in two ways:

  1. Preview the first module of many data mining courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in data mining, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

To learn data mining, start by exploring foundational concepts through online courses or textbooks. Engage with practical exercises to apply what you learn, and consider working on real-world projects to gain hands-on experience. Joining online forums or study groups can also enhance your understanding and provide support from peers.‎

Typical topics covered in data mining courses include data preprocessing, exploratory data analysis, clustering, classification, and regression techniques. You may also learn about data visualization, model evaluation, and the ethical considerations surrounding data usage. These topics equip you with the knowledge needed to analyze and interpret data effectively.‎

For training and upskilling employees in data mining, consider courses like Data Mining in Python or Data Mining Methods. These courses provide practical skills and knowledge that can be directly applied in the workplace, helping teams leverage data for better decision-making.‎

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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