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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


  • C

    Coursera

    Optimize Campaigns: Data-Driven Marketing

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Data-Driven Marketing, Cross-Channel Marketing, Customer Analysis, Target Audience, Conversion Funnel Analysis, Digital Analysis, Marketing Effectiveness, Digital Marketing Campaigns, Campaign Management, Data Presentation, Analytics, Performance Measurement, Advertising Campaigns, Marketing Channel, Marketing Strategies, Consumer Behaviour, Budget Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Calculus through Data & Modelling: Integration Applications

    Skills you'll gain: Integral Calculus, Calculus, Geometry, Applied Mathematics, Numerical Analysis, Mechanics, Mathematical Modeling, Physics

    4.6 stars, 28 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (28) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Retrieve Data using Single-Table SQL Queries

    Skills you'll gain: SQL, Query Languages, Data Access, Database Software, Database Design, Relational Databases, Problem Solving

    4.6 stars, 335 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (335) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Apply SCD2 to Build Dynamic Data Models

    Skills you'll gain: Data Warehousing, Data Modeling, Trend Analysis, Business Intelligence, Scalability, Data Integrity, Data Pipelines, SQL

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    CertNexus

    IoT Security: Interface and Data Security

    Skills you'll gain: Application Security, Data Security, Information Systems Security, Internet Of Things, Threat Modeling, Cybersecurity, Cloud Security, Security Engineering, Cryptography, Secure Coding, Network Security, Cyber Attacks, Mobile Security, Vulnerability, Risk Management Framework, Threat Management, Encryption, Cloud Services, Web Applications, Cloud Platforms

    4.5 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Validate, Test, and Traverse Your SQL Data

    Skills you'll gain: Data Validation, Data Quality, SQL, Data Integrity, Verification And Validation, Unit Testing

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mastering Python Logic and Data Structures

    Skills you'll gain: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Data Manipulation, Logical Reasoning

    4.5 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (11) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    How To Visualize Your Data Using Microsoft Powerpoint

    Skills you'll gain: Presentations, Microsoft PowerPoint, Data Visualization, Video Editing

    4.6 stars, 313 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (313) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • P

    Packt

    Matrix Calculus for Data Science & Machine Learning

    Skills you'll gain: Model Optimization, Calculus, Applied Mathematics, NumPy, Mathematical Software, Numerical Analysis, Machine Learning Algorithms, Tensorflow, Python Programming, Derivatives, Development Environment

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Plot (Graphics), Box Plots, Data Analysis, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Data Literacy, Statistical Visualization, Seaborn, Descriptive Analytics, Analytical Skills, Statistical Analysis, Correlation Analysis, Statistics

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Data-Driven Social Media Marketing

    Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media, Social Media Campaigns, Storytelling, Social Media Content, Social Media Management, Content Performance Analysis, Data-Driven Marketing, Marketing Strategies, Social Media Analytics, Content Creation, Marketing Planning, Digital Brand Strategy, Marketing, Driving engagement, Marketing Strategy and Techniques, Customer Analysis, Web Presence, Business Ethics

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Essential Aspects of Software, Hardware, and Data Backup

    Skills you'll gain: Authorization (Computing), Hardening, Data Storage, Data Security, Security Controls, Data Storage Technologies, Role-Based Access Control (RBAC), Identity and Access Management, Application Security, Information Assurance, Software Installation, Endpoint Security, Disaster Recovery, Information Systems Security, Data Management, Enterprise Security, System Configuration, Infrastructure Security, Computer Hardware

    4.7 stars, 161 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (161) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Optimize Campaigns: Data-Driven Marketing: Coursera
  • Calculus through Data & Modelling: Integration Applications: Johns Hopkins University
  • Retrieve Data using Single-Table SQL Queries: Coursera
  • Apply SCD2 to Build Dynamic Data Models: Coursera
  • IoT Security: Interface and Data Security: CertNexus
  • Validate, Test, and Traverse Your SQL Data: Coursera
  • Mastering Python Logic and Data Structures: EDUCBA
  • How To Visualize Your Data Using Microsoft Powerpoint: Coursera
  • Matrix Calculus for Data Science & Machine Learning: Packt
  • Data Science Fundamentals Part 2: Unit 1: Pearson

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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