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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

    Build Testable Python Packages for AI

    Skills you'll gain: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Testability, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Python Development

    Skills you'll gain: Web Scraping, Data Structures, Git (Version Control System), Generative AI, Version Control, Matplotlib, Devops Tools, Plotly, DevOps, Agile Methodology, Web Development, Data Ethics, Flask (Web Framework), Data Visualization, Scripting, GitHub, Debugging, Data Analysis, Automation, Cloud Computing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    652 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • E

    EDUCBA

    Analyze and Build a Real-Time Chat App with Node.js

    Skills you'll gain: Event-Driven Programming, Server Side, Front-End Web Development, Computer Networking

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI for Automation

    Skills you'll gain: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Generative Model Architectures, Microsoft Power Automate/Flow, LLM Application, LangChain, Agentic Workflows, Responsible AI, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Execute 360° Campaigns

    Skills you'll gain: Data Storytelling, Campaign Management, Cross-Channel Marketing, Marketing Budgets, Integrated Marketing Communications, Marketing Effectiveness, Performance Analysis, Advertising Campaigns, Performance Reporting, Marketing Channel, Social Media Campaigns, Project Management, Data-Driven Decision-Making, Budget Management, Marketing Planning, Management Reporting, Milestones (Project Management), Marketing Communications, Marketing Analytics, Marketing Strategies

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze & Apply Derivative Swaps, Futures, and Options

    Skills you'll gain: Derivatives, Futures Exchange, Financial Analysis, Financial Acumen, Financial Trading, Financial Market, Financial Management, Securities Trading, Risk Management, Market Data, Capital Markets, Portfolio Risk, Portfolio Management, Equities, International Finance, Credit Risk, Cash Flows

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Automate Surveys for Smart Market Insights

    Skills you'll gain: Market Research, Product Strategy, Strategic Marketing, Workflow Management, Survey Creation, No-Code Development, Consumer Behaviour, Market Analysis, Customer Insights, Quantitative Research, Data Integration, Business Process Automation, Automation, Data Collection, Real Time Data, Product Design, Cloud-Based Integration, Data Management

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Machine Learning Models in Science

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Dimensionality Reduction, Data Cleansing, Scikit Learn (Machine Learning Library), Data Transformation, Artificial Neural Networks, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Supervised Learning, Classification Algorithms, Predictive Modeling, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build iOS Apps with Swift UI Components

    Skills you'll gain: Application Lifecycle Management, User Interface (UI) Design, Data Validation, Data Management

    Beginner · Course · 1 - 3 Months

  • G

    Google

    Think Outside the Inbox: Email Marketing

    Skills you'll gain: Email Marketing, Campaign Management, Copywriting, Marketing Strategy and Techniques, Email Automation, Personally Identifiable Information, Digital Marketing, Marketing Automation, Newsletters, HubSpot CRM, Marketing Analytics, Promotional Strategies, Data Ethics, A/B Testing, Smart Goals, Customer Retention, Key Performance Indicators (KPIs), Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.9K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Debug ML Code: Fix, Trace & Evaluate

    Skills you'll gain: Regression Testing, Debugging, Unit Testing, Test Case, Code Review, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Healthcare SQL for Patient Outcomes

    Skills you'll gain: Relational Databases, Health Informatics, Performance Tuning, Data Access, Databases, Data Integrity, Health Information Management, Secure Coding, Clinical Data Management, Stored Procedure, SQL

    Beginner · Course · 1 - 4 Weeks

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

  • Build Testable Python Packages for AI: Coursera
  • Microsoft Python Development: Microsoft
  • Analyze and Build a Real-Time Chat App with Node.js: EDUCBA
  • Generative AI for Automation: Edureka
  • Execute 360° Campaigns: Coursera
  • Analyze & Apply Derivative Swaps, Futures, and Options: EDUCBA
  • Automate Surveys for Smart Market Insights: Coursera
  • Machine Learning Models in Science: LearnQuest
  • Build iOS Apps with Swift UI Components: EDUCBA
  • Think Outside the Inbox: Email Marketing: Google

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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