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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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    U

    University of Glasgow

    Generative Pre-trained Transformers (GPT)

    Skills you'll gain: ChatGPT, Generative AI, Large Language Modeling, Generative Model Architectures, LLM Application, Natural Language Processing, Responsible AI, Embeddings, Data Ethics, Model Evaluation, Model Training, Risk Management Framework

    4.4
    Rating, 4.4 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Introduction to Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Sampling (Statistics), Model Optimization, Solution Design, Technical Design

    3.7
    Rating, 3.7 out of 5 stars
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    7 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, Data Ethics, AI Enablement, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI literacy, AI Security, Data Quality, AI Integrations, Predictive Modeling, Customer Relationship Management (CRM) Software, Data Management, Customer Relationship Management, Business Ethics, Personalized Service, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Campaign Execution and Automation

    Skills you'll gain: Conversion Funnel Analysis, Campaign Planning, Campaign Management, Marketing Automation, Generative AI Agents, Digital Marketing Campaigns, Marketing Operations, Advertising Campaigns, Marketing Planning, Personalized Campaigns, Social Media Campaigns, Go To Market Strategy, Cross-Channel Marketing, Content Performance Analysis, Paid media, Plan Execution, Pay Per Click Advertising, Performance Analysis, Integrated Marketing Communications, LinkedIn

    Intermediate · Course · 1 - 3 Months

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    A

    Adobe

    Generative AI Content Creation

    Skills you'll gain: Adobe Express, Responsible AI, AI powered creativity, Generative AI, Data Ethics, AI literacy, Graphic Design, Image Quality, Prompt Engineering, Artificial Intelligence, AI Workflows, Creativity, AI Integrations, Verification And Validation

    4.7
    Rating, 4.7 out of 5 stars
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    970 reviews

    Mixed · Course · 1 - 4 Weeks

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    Akamai Technologies, Inc.

    Akamai Customer Consulting and Support

    Skills you'll gain: Endpoint Security, Database Systems, Computer Security Incident Management, Security Management, Databases, Operating System Administration, Database Administration, Routing Protocols, Application Development, Network Architecture, Linux Commands, TCP/IP, Operating Systems, Web Design and Development, Cascading Style Sheets (CSS), Scripting Languages, Web Development, Data Structures, Data Analysis, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    382 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Microsoft

    Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Microsoft Azure, Data Ethics, AI Workflows, Artificial Intelligence, Image Analysis, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, AI literacy, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    Email & Lifecycle Marketeer with AI Professional Certificate

    Skills you'll gain: Email Marketing, Prospecting and Qualification, Email Automation, Marketing Automation, A/B Testing, Copywriting, Prompt Engineering, Customer Retention, Cross-Channel Marketing, Email Security, Data-Driven Marketing, HubSpot CRM, Marketing Analytics, Content Performance Analysis, Customer Analysis, Customer Relationship Management (CRM) Software, Campaign Management, Marketing Effectiveness, Target Audience, E-Commerce

    Beginner · Specialization · 3 - 6 Months

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    E

    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Personalized Campaigns, Data-Driven Marketing, Marketing Management, Data Preprocessing, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Go-To-Market Strategy

    Skills you'll gain: Go To Market Strategy, Prompt Engineering, Marketing Analytics, Conversion Funnel Analysis, Applicant Tracking Systems, Competitive Analysis, Data-Driven Marketing, Content Performance Analysis, Marketing Effectiveness, Campaign Planning, Campaign Management, Marketing Automation, Generative AI Agents, Value Propositions, Digital Marketing Campaigns, Marketing Strategies, Strategic Marketing, Product Marketing, Prompt Engineering Tools, Marketing Operations

    Intermediate · Professional Certificate · 3 - 6 Months

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    Microsoft

    Performance & Culture Alignment

    Skills you'll gain: Delegation Skills, Responsible AI, Culture Transformation, Team Performance Management, Organizational Development, Prompt Engineering, People Analytics, Empowerment, Performance Management, Organizational Effectiveness, AI literacy, Microsoft Copilot, People Development, Management Training And Development, Performance Analysis, Performance Measurement, Organizational Change, Goal Setting, Microsoft Development Tools, Microsoft Visio

    Intermediate · Course · 1 - 3 Months

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    S

    SkillsBooster Academy

    Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, AI Orchestration, Responsible AI, Prompt Patterns, AI literacy, Agentic Workflows, LLM Application, AI Enablement, AI Security, Context Engineering, AI Workflows, AI powered creativity, AI Personalization, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Business Transformation, Business Operations, Personal Development

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Generative Pre-trained Transformers (GPT): University of Glasgow
  • Introduction to Artificial Intelligence: University of Colorado Boulder
  • Salesforce Certified AI Associate Certification: Packt
  • Campaign Execution and Automation: Microsoft
  • Generative AI Content Creation: Adobe
  • Akamai Customer Consulting and Support: Akamai Technologies, Inc.
  • Artificial Intelligence on Microsoft Azure: Microsoft
  • Email & Lifecycle Marketeer with AI Professional Certificate: Coursera
  • Generative AI's Applications in Marketing Analytics: Edureka
  • Microsoft Go-To-Market Strategy: Microsoft

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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