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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.


More to explore:

Popular Data Mining Courses and Certifications


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    Coursera

    Building and Optimizing AI Agent Workflows

    Skills you'll gain: Feature Engineering, Agentic Workflows, Data Ethics, Responsible AI, Model Deployment, Agentic systems, Artificial Intelligence, Generative AI, MLOps (Machine Learning Operations), Data Transformation, Model Evaluation, Reinforcement Learning, Software Architecture, Business Ethics, API Design, Process Optimization, System Design and Implementation, Performance Tuning, Algorithms, Python Programming

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Covid-19 Death Medical Analysis & Visualization using Plotly

    Skills you'll gain: Plotly, Data Visualization, Datamaps, Data Visualization Software, Scatter Plots, Jupyter, Python Programming, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Medical Science and Research

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    EDUCBA

    Master AWS Architect Skills: Build, Secure & Scale Systems

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon S3, Relational Databases, Amazon Elastic Compute Cloud, MySQL, Database Management, Serverless Computing, Amazon Web Services, AWS CloudFormation, Cloud Engineering, Identity and Access Management, Scalability, Cloud Computing Architecture, User Accounts, Cloud Storage, Cloud Computing, Cloud Deployment, Data Storage Technologies, Data Storage, Infrastructure as Code (IaC)

    Beginner · Course · 1 - 3 Months

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    University of Pennsylvania

    Computational Thinking for Problem Solving

    Skills you'll gain: Computational Thinking, Algorithms, Program Development, Pseudocode, Problem Solving, Python Programming, Data Structures, Computer Hardware, Computer Programming, Object Oriented Programming (OOP), Analysis, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build Hybrid Mobile Apps with Cloud Backend Services

    Skills you'll gain: User Interface (UI), Mobile Development, Web Components, Cloud Applications, Cloud-Based Integration, Application Frameworks, Application Design, Server Side, Cross Platform Development, Serverless Computing, Development Environment, Real Time Data

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Building Your First AI Agent with OpenAI

    Skills you'll gain: Generative AI Agents, Agentic systems, OpenAI API, AI Workflows, Performance Tuning, Real Time Data, Tool Calling, Prompt Engineering, Application Programming Interface (API), Business Logic, Software Architecture, Systems Integration, Context Management, Application Security

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Advanced Google Ads Optimization Strategies

    Skills you'll gain: Google Ads, Pay Per Click Advertising, Keyword Research, Marketing Budgets, Online Advertising, Target Audience, Digital Advertising, Paid media, Performance marketing, Campaign Management, Advertising Campaigns, Web Analytics, Budget Management, Forecasting, Performance Analysis, Bidding, Automation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Machine Learning Foundations

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Data Preprocessing, Python Programming, Recurrent Neural Networks (RNNs), Reinforcement Learning

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    GUI Development and AI-Enhanced Programming

    Skills you'll gain: C# (Programming Language), Event-Driven Programming, .NET Framework, Application Deployment, Debugging, Software Testing, Application Development, Microsoft Visual Studio, User Interface (UI), Postman API Platform, Application Programming Interface (API), Integrated Development Environments, User Interface and User Experience (UI/UX) Design, File Management, Software Documentation

    Mixed · Course · 1 - 3 Months

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    SAS

    SAS Machine Learning Engineer

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    104 reviews

    Advanced · Professional Certificate · 3 - 6 Months

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    Alex Genadinik

    Fiverr Freelancing: Strategies To Become a Top-1% Freelancer

    Skills you'll gain: Customer Retention, Sales Strategy, Upselling, Customer Acquisition Management, Revenue Management, Telecommuting, Growth Strategies, Entrepreneurship, Search Engine Optimization, Self-Starter, Copywriting, Branding

    Mixed · Course · 1 - 3 Months

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    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, Large Language Modeling, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, Technical Management, OpenAI API, Data Ethics, AI Enablement, Trend Analysis, Real Time Data, Business Strategy, Python Programming

    4
    Rating, 4 out of 5 stars
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    72 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Building and Optimizing AI Agent Workflows: Coursera
  • Covid-19 Death Medical Analysis & Visualization using Plotly: Coursera
  • Master AWS Architect Skills: Build, Secure & Scale Systems: EDUCBA
  • Computational Thinking for Problem Solving: University of Pennsylvania
  • Build Hybrid Mobile Apps with Cloud Backend Services: EDUCBA
  • Building Your First AI Agent with OpenAI: Coursera
  • Master Advanced Google Ads Optimization Strategies: EDUCBA
  • Machine Learning Foundations: Packt
  • GUI Development and AI-Enhanced Programming: Microsoft
  • SAS Machine Learning Engineer: SAS

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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