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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


  • P

    Packt

    AI & Python Development Megaclass

    Skills you'll gain: Supervised Learning, Feature Engineering, Applied Machine Learning, Object Oriented Programming (OOP), Unsupervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Machine Learning Algorithms, Data Visualization, Natural Language Processing, Seaborn, Predictive Modeling, Flask (Web Framework), Python Programming, Deep Learning, PyTorch (Machine Learning Library), Programming Principles, Web Applications

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Supervised Text Classification for Marketing Analytics

    Skills you'll gain: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Transfer Learning, Text Mining, Model Evaluation, Predictive Modeling, Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Google Cloud Platform, Classification Algorithms, Artificial Neural Networks, Performance Metric

    Build toward a degree

    3.1
    Rating, 3.1 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    ChatGPT + Zapier: Automate Email Replies with AI

    Skills you'll gain: Email Automation, ChatGPT, Prompt Engineering, AI Personalization, Calendar Management, Setting Appointments, Workflow Management, Customer Communications Management, Automation, Business Correspondence, Customer Inquiries, Generative AI

    4.4
    Rating, 4.4 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northwestern University

    What is Social?

    Skills you'll gain: Social Media, Social Media Marketing, Target Audience, Social Media Strategy, Digital Transformation, Professional Networking, Marketing Strategies, Social Network Analysis, Market Analysis, Real Time Data

    4.6
    Rating, 4.6 out of 5 stars
    ·
    4.2K reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Exam MS-100 Microsoft 365 Identity and Services Course

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Build and Apply .NET Web Services and Booking Applications

    Skills you'll gain: .NET Framework, Databases, Application Development

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build a C# WinForms Exhibition Visitor Entry System

    Skills you'll gain: Relational Databases, Requirements Analysis, Application Deployment, Database Design, Database Management, Business Requirements, C# (Programming Language), Application Development, Data Validation, Business Logic, UI Components, Data Access, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Financial Statements: Analyze and Apply Key Ratios

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Analysis, Balance Sheet, Financial Data, Spreadsheet Software, Income Statement, Gross Profit, Case Studies, Business Metrics, Performance Analysis, Cash Flows, Annual Reports, Key Performance Indicators (KPIs), Benchmarking

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Unify Modalities: Cross-Modal Retrieval

    Skills you'll gain: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, PyTorch (Machine Learning Library), Vision Transformer (ViT), Image Analysis, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Create and Master 3D Assets in Blender from Scratch

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Computer Graphics, Animation and Game Design, Data Import/Export, Graphical Tools, User Interface (UI), Content Management

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    أساسيات تحليل البيانات باستخدام بايثون وباندا

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Manipulation, Matplotlib, Jupyter, Data Visualization, NumPy, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Maryland, College Park

    Cybersecurity for Everyone

    Skills you'll gain: Cyber Risk, Cyber Security Policies, Security Management, Cybersecurity, Risk Management, Cyber Security Strategy, Cyber Attacks, Cyber Governance, Infrastructure Security, Telecommunications, Computer Security Awareness Training, Threat Detection, Enterprise Security, General Networking, Data Security, Vulnerability, Governance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.3K reviews

    Beginner · Course · 1 - 3 Months

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

  • AI & Python Development Megaclass: Packt
  • Supervised Text Classification for Marketing Analytics: University of Colorado Boulder
  • ChatGPT + Zapier: Automate Email Replies with AI: Vanderbilt University
  • What is Social?: Northwestern University
  • Exam MS-100 Microsoft 365 Identity and Services Course: Packt
  • Build and Apply .NET Web Services and Booking Applications: EDUCBA
  • Build a C# WinForms Exhibition Visitor Entry System: EDUCBA
  • Financial Statements: Analyze and Apply Key Ratios: Coursera
  • Unify Modalities: Cross-Modal Retrieval: Coursera
  • Create and Master 3D Assets in Blender from Scratch: EDUCBA

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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