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  • Data Mining

Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

Popular Data Mining Courses and Certifications


  • Status: New
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    EDUCBA

    Minitab Applied Statistics & Hypothesis Testing Mastery

    Skills you'll gain: Minitab, Process Capability, Statistical Process Controls, Statistical Hypothesis Testing, Data Visualization, Descriptive Statistics, Statistical Analysis, Business Analytics, Statistics, Sampling (Statistics), Process Analysis, Statistical Software, Data-Driven Decision-Making, Data Analysis, Predictive Analytics, Analytical Skills, Plot (Graphics), Statistical Methods, Case Studies, Statistical Visualization

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Michigan

    Generative AI: Labor and the Future of Work

    Skills you'll gain: Generative AI, AI powered creativity, AI Enablement, AI literacy, Automation, Workforce Development, Workforce Management, Human Capital, Workforce Planning, People Analytics, Data Ethics, Leadership and Management, Change Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Beginner · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Software Architecture for the Internet of Things

    Skills you'll gain: Software Architecture, Functional Requirement, Requirements Analysis, Internet Of Things, Software Design Patterns, Systems Architecture, User Requirements Documents, Android Development, Application Frameworks, Maintainability, Interoperability

    4.3
    Rating, 4.3 out of 5 stars
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    250 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Create a Simple Gantt Chart using Microsoft Excel

    Skills you'll gain: Timelines, Project Schedules, Microsoft Excel, Data Visualization, Data Entry, Scheduling

    4.5
    Rating, 4.5 out of 5 stars
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    127 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Automatic Data Processing, Inc. (ADP)

    First-Time Manager Essentials: Leading Teams

    Skills you'll gain: Storytelling, Recruitment, Talent Recruitment, Recognizing Others, Professional Networking, Trustworthiness, Applicant Tracking Systems, Recruitment Strategies, Relationship Building, Team Building, Team Leadership, Team Motivation, Team Performance Management, Talent Acquisition, Team Management, Employee Coaching, Team Collaboration, Team Oriented, Talent Pipelining, Verbal Communication Skills

    4.6
    Rating, 4.6 out of 5 stars
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    37 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
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    Intel

    An Introduction to Practical Deep Learning

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Transfer Learning, Model Optimization, Recurrent Neural Networks (RNNs), Fine-tuning, Image Analysis, Generative Adversarial Networks (GANs), Model Training, Computer Vision, Natural Language Processing, Scalability, Reinforcement Learning, Distributed Computing

    4.3
    Rating, 4.3 out of 5 stars
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    150 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Cells, Formulas, and Finance: Excel for Financial Analysts

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Modeling, Excel Macros, Financial Analysis, Pivot Tables And Charts, Data Integrity, Bookkeeping, Excel Formulas, Trend Analysis, Balance Sheet, Reconciliation, Financial Data, Data Validation, Ledgers (Accounting), Data Quality, Spreadsheet Software, Microsoft Excel, Data Cleansing, Automation

    3
    Rating, 3 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    EDUCBA

    Python: Apply & Evaluate Sales Forecasting with Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Feature Engineering, Forecasting, Data-Driven Decision-Making, Data Preprocessing, Trend Analysis, Predictive Analytics, Predictive Modeling, Statistical Analysis, Data Visualization, Model Training, Exploratory Data Analysis, Data Transformation, Data Cleansing, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    University of Pittsburgh

    Advanced Bayesian Methods and Applications

    Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    SkillUp

    Java App Development Project: Fundamentals, OOP & File I/O

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Persistence, Object Oriented Design, Java, Java Programming, Code Reusability, Maintainability, Software Design, Application Development, Computer Programming, Data Import/Export, Data Management, Data Validation

    4.3
    Rating, 4.3 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Monitor KPIs Live Task & Time Management

    Skills you'll gain: Risk Analysis, Trend Analysis, Analysis, Project Risk Management, Project Management Software, Project Controls, Project Performance, Risk Management, Dashboard, Key Performance Indicators (KPIs), Project Scoping, Performance Metric, Issue Tracking, Project Management, Continuous Monitoring, Scope Management, Performance Measurement, Real Time Data, Budget Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Simplilearn

    Introduction to CNN Training

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Training

    Beginner · Course · 1 - 4 Weeks

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

  • Minitab Applied Statistics & Hypothesis Testing Mastery: EDUCBA
  • Generative AI: Labor and the Future of Work: University of Michigan
  • Software Architecture for the Internet of Things: 28DIGITAL
  • Create a Simple Gantt Chart using Microsoft Excel: Coursera
  • First-Time Manager Essentials: Leading Teams: Automatic Data Processing, Inc. (ADP)
  • An Introduction to Practical Deep Learning: Intel
  • Cells, Formulas, and Finance: Excel for Financial Analysts: Coursera
  • Python: Apply & Evaluate Sales Forecasting with Time Series: EDUCBA
  • Advanced Bayesian Methods and Applications: University of Pittsburgh
  • Java App Development Project: Fundamentals, OOP & File I/O: SkillUp

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)

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