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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


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    Coursera

    Master Digital Basics

    Skills you'll gain: Marketing Effectiveness, Marketing Analytics, Digital Advertising, Marketing Channel, Digital Marketing, Social Media Marketing, Google Analytics, Content Marketing, Email Marketing, Marketing Budgets, Performance Measurement, Search Engine Marketing, Marketing, Brand Awareness, digital literacy, Communication Systems, Devops Tools, Communication

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Jira Essentials: Beginner-Intermediate Mastery

    Skills you'll gain: Jira (Software), Sprint Retrospectives, Backlogs, Sprint Planning, Responsible AI, Agile Methodology, Cross-Functional Collaboration, Issue Tracking, Quality Assurance, Timelines, Agile Project Management, Interviewing Skills, User Story, Prompt Engineering, Prompt Patterns, Business Process Automation, Data Ethics, AI Workflows, Automation, Dashboard

    Beginner · Professional Certificate · 3 - 6 Months

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    EDUCBA

    Design and Assemble a Kids Bicycle Using SolidWorks

    Skills you'll gain: SolidWorks (CAD), Assembly Drawing, 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design, Design Specifications, Functional Design, Simulation and Simulation Software, Visualization (Computer Graphics), Equipment Design, Geometric Dimensioning And Tolerancing, Functional Requirement

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    398 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Build Real-World Node.js Applications and Projects

    Skills you'll gain: Event-Driven Programming, Node.JS, Software Development, Web Development Tools, Web Servers, Server Side, Development Environment, Front-End Web Development, File Management, File I/O, Web Design and Development, Routing Protocols, Data Storage, Computer Networking, Data Entry

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    117 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Cyber Security Strategy, Data Encryption Standard, Cyber Risk, Mobile Security, Enterprise Security, Computer Security, Application Security, Threat Detection, Cyber Security Policies

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
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    18 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Strategic Sourcing and Prioritization

    Skills you'll gain: Strategic Sourcing, Procurement, Supplier Management, Request for Proposal, Prioritization, Risk Mitigation, Supplier Relationship Management, Risk Analysis, Generative AI Agents, Market Intelligence, Market Research, Data-Driven Decision-Making, Cost Benefit Analysis, Environmental Social And Corporate Governance (ESG), Analysis, Financial Modeling

    Beginner · Course · 1 - 3 Months

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    CertNexus

    Solve Business Problems with AI and Machine Learning

    Skills you'll gain: Data Ethics, Responsible AI, Regulatory Compliance, Business Ethics, Compliance Management, AI Enablement, Applied Machine Learning, Project Implementation, AI Product Strategy, Business Solutions, Solution Design, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Machine Learning Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    112 reviews

    Intermediate · Course · 1 - 4 Weeks

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    The University of Tokyo

    Visual and Auditory Perception: How We See and Hear

    Skills you'll gain: Neurology, Electrophysiology, Medical Imaging, Psychology, Radiology, Computer Vision, Diagnostic Radiology, Scientific Visualization, Biomedical Engineering, Speech Language Pathology, Digital Signal Processing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Project Sales: Excel Forecasting Functions

    Skills you'll gain: Financial Forecasting, Forecasting, Microsoft Excel, Business Planning, Excel Formulas, Time Series Analysis and Forecasting, Trend Analysis, Strategic Decision-Making, Revenue Forecasting, Predictive Modeling, Data-Driven Decision-Making, Sales Management, Data Analysis, Technical Communication, Financial Modeling, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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

  • Master Digital Basics: Coursera
  • Jira Essentials: Beginner-Intermediate Mastery: Coursera
  • Design and Assemble a Kids Bicycle Using SolidWorks: EDUCBA
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • Build Real-World Node.js Applications and Projects: EDUCBA
  • Object Localization with TensorFlow: Coursera
  • Introduction to Cyber Security: New York University
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Strategic Sourcing and Prioritization: Coursera
  • Solve Business Problems with AI and Machine Learning: CertNexus

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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