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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.


Popular Data Mining Courses and Certifications


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    Edureka

    Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

    Skills you'll gain: Data Analysis Expressions (DAX), Azure Synapse Analytics, Microsoft Azure, Real Time Data, Query Languages, Power BI, Data Warehousing, Dataflow, SQL, Apache Spark, Data Pipelines, Data Governance, Business Analytics, Data Management, Data Science, Workflow Management, Security Engineering, Artificial Intelligence and Machine Learning (AI/ML), Warehouse Management, Application Deployment

    Intermediate · Course · 1 - 3 Months

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    NVIDIA

    AI Infrastructure and Operations Fundamentals

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Large Language Modeling, MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Computing, Model Deployment, Cloud Infrastructure, AI Orchestration, Infrastructure Architecture, Data Infrastructure, Devops Tools, IT Infrastructure, Information Technology Operations, Deep Learning, Network Infrastructure, Hardware Architecture, Machine Learning, Data Centers, Computer Architecture

    4.6
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    485 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Crunch Vectors with GeoPandas

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Building LLM Powered Applications

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, Embeddings, Python Programming, Vector Databases, Machine Learning, Data Science

    Beginner · Course · 3 - 6 Months

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    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Model Evaluation and Benchmarking

    Skills you'll gain: Generative AI, Model Evaluation, Dashboard, Image Quality, Test Script Development, Image Analysis, Test Case, Verification And Validation, Large Language Modeling, Data Visualization, Continuous Monitoring, Plotly, Text Mining, Natural Language Processing, Matplotlib, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Project Management Life Cycle, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Project Management, Product Management, Product Design, Data Science

    4.7
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    1.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Advanced Marketing Analytics, Funnels, and Dashboarding

    Skills you'll gain: Marketing Analytics, Dashboard, Marketing Effectiveness, Google Analytics, Pivot Tables And Charts, Spreadsheet Software, Content Performance Analysis, Web Analytics, Performance Analysis, Trend Analysis, Interactive Data Visualization, Marketing Planning, Marketing Channel, Campaign Management, Business Marketing, Analysis, Analytical Skills, Data Modeling, Data Science, Data Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Build Power BI Insights

    Skills you'll gain: Dashboard, Power BI, Stakeholder Communications, Management Reporting, Financial Data, Financial Analysis, Process Improvement, Business Metrics, Data Presentation, Business Reporting, Business Intelligence, Data-Driven Decision-Making, Project Performance, Data Integration, Project Management Software, Analytics

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Geospatial Visualization, Cloud & Real-Time Pipelines

    Skills you'll gain: Data Visualization, Leaflet (Software), Interactive Data Visualization, Data Presentation, Spatial Data Analysis, Heat Maps, Data Visualization Software, GIS Software, Geographic Information Systems, Metadata Management, Spatial Analysis, Color Theory, Design, Query Languages, Technical Documentation, Data Validation, Geospatial Mapping, Apache Airflow, Extract, Transform, Load, Cloud Computing

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Integrate Embeddings and Chroma

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Build an Interactive Investment App with R Shiny

    Skills you'll gain: Shiny (R Package), Application Deployment, Server Side, Application Lifecycle Management, Authentications, User Interface (UI) Design, Interactive Design, Business Logic, Application Design, Application Development, Dashboard, Security Controls, Web Applications, R (Software)

    Beginner · Course · 1 - 4 Weeks

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

  • Microsoft Fabric Analytics Engineer: DP-600 Exam Prep: Edureka
  • AI Infrastructure and Operations Fundamentals: NVIDIA
  • Crunch Vectors with GeoPandas: Coursera
  • Building LLM Powered Applications: Packt
  • Build & Optimize TensorFlow ML Workflows: Coursera
  • Model Evaluation and Benchmarking: Coursera
  • AI Product Management: Duke University
  • Advanced Marketing Analytics, Funnels, and Dashboarding: Coursera
  • Build Power BI Insights: Coursera
  • Geospatial Visualization, Cloud & Real-Time Pipelines: Coursera

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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