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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: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Model Optimization, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Machine Learning Methods, Classification Algorithms, Model Training, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Statistical Machine Learning, Data Validation, Machine Learning, Project Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    C

    Chris Croft Training

    Cognitive Bias at Work: Make Better Decisions

    Skills you'll gain: Decision Making, Decision Intelligence, Business Leadership, Strategic Decision-Making, Decisiveness, Organizational Leadership, Critical Thinking and Problem Solving, Data-Driven Decision-Making, Leadership and Management, Strategic Leadership, Leadership, Strategic Thinking, Critical Thinking, Cognitive Behavioral Therapy, Team Leadership, Independent Thinking, Cognitive flexibility, Initiative and Leadership, Thought Leadership, Creative Thinking

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    K

    KodeKloud

    Azure Storage, Virtual Machines, and App Service

    Skills you'll gain: Microsoft Azure, Platform As A Service (PaaS), Cloud Deployment, Virtual Machines, Cloud Hosting, Application Deployment, Infrastructure As A Service (IaaS), Containerization, Data Storage, Cloud Storage, Azure Active Directory, Scalability, Data Management, Security Controls, Authorization (Computing), Authentications, Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EC-Council

    Cybersecurity Attack and Defense Fundamentals

    Skills you'll gain: Digital Forensics, Penetration Testing, Network Security, Threat Management, Mobile Security, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Public Key Infrastructure, Vulnerability Assessments, Security Testing, Cryptography, Security Controls, Cryptographic Protocols, Cyber Security Assessment, Cybersecurity, Authorization (Computing), Cloud Computing, Malware Protection, Cyber Attacks, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    813 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    Six Sigma Advanced Define and Measure Phases

    Skills you'll gain: Process Capability, Team Management, Team Performance Management, Statistical Process Controls, Team Building, Exploratory Data Analysis, Six Sigma Methodology, Probability & Statistics, Probability Distribution, Statistical Methods, Process Analysis, Data Literacy, Process Flow Diagrams, Statistical Analysis, Lean Six Sigma, Process Mapping, Correlation Analysis, Data Collection, Performance Measurement, Process Improvement and Optimization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    AI-Driven Insights, Validation and Scenario Modeling

    Skills you'll gain: Anomaly Detection, Data Storytelling, Financial Acumen, Audit Working Papers, Financial Data, Financial Modeling, Variance Analysis, Financial Analysis, Auditing, Data-Driven Decision-Making, Box Plots, Power BI, Risk Analysis, Financial Reporting, Decision Making, Microsoft Excel, Scenario Testing, Microsoft Copilot, Microsoft 365, Generative AI

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Introduction to GIS Mapping

    Skills you'll gain: ArcGIS, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Data Mapping, File Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Modern Databases

    Skills you'll gain: MongoDB, Redis, NoSQL, Database Management Systems, Database Systems, Databases, Data Store, Database Theory, Amazon DynamoDB, Relational Databases, Database Design, Apache Kafka, Database Management, SQL, Distributed Computing, Databricks, Big Data, Data Architecture, Data Modeling, Cloud Computing

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Visualization, Interactive Data Visualization, Data Visualization Software, Big Data, Database Development, Databases, Tensorflow

    Advanced · Project · Less Than 2 Hours

  • Status: New
    New
    P

    Pearson

    Pricing and Sales Promotion

    Skills you'll gain: Sales Process, Sales Strategy, Sales, Sales Management, Product Promotion, Promotions and Campaigns, Product Strategy, Promotional Strategies, Product Lining, Strategic Marketing, Revenue Management, General Sales Practices, Selling Techniques, Market Dynamics, Consumer Behaviour, Cost Accounting, Value Propositions, Business Ethics, Customer Analysis, Competitive Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Foundations of AI and Machine Learning

    Skills you'll gain: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, AI Integrations, MLOps (Machine Learning Operations), Application Deployment, AI Workflows, Model Evaluation, Data Cleansing, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    279 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
  • Cognitive Bias at Work: Make Better Decisions: Chris Croft Training
  • Azure Storage, Virtual Machines, and App Service: KodeKloud
  • Foundations of Transformer Architectures for Natural Language Processing: Packt
  • Cybersecurity Attack and Defense Fundamentals: EC-Council
  • Six Sigma Advanced Define and Measure Phases: Kennesaw State University
  • AI-Driven Insights, Validation and Scenario Modeling: Microsoft
  • Introduction to GIS Mapping: University of Toronto
  • Modern Databases: Birla Institute of Technology & Science, Pilani
  • Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time: Google Cloud

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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