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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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    Packt

    Foundations of Data Structures and Algorithms in JavaScript

    Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computer Programming, Theoretical Computer Science, Computational Thinking, Javascript, Memory Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    Politics and Ethics of Data Analytics in the Public Sector

    Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Administration, Public Policies, Analytics, Model Evaluation, Data Presentation, Ethical Standards And Conduct, R (Software)

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Prepare for DP-100: Data Science on Microsoft Azure Exam

    Skills you'll gain: Databricks, Model Deployment, Responsible AI, Model Training, Microsoft Azure, Data Science, Applied Machine Learning, Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, Model Evaluation, Machine Learning Methods, Machine Learning, Data Preprocessing

    4.4
    Rating, 4.4 out of 5 stars
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    80 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Kafka for Developers - Data Contracts Using Schema Registry

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Java, Java Programming, Docker (Software), Development Environment

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Model Training, Machine Learning Methods, Fraud detection, Applied Machine Learning, Supervised Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    Skills you'll gain: Relational Databases, Package and Software Management, Data Warehousing, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Java Programming, R (Software), Social Network Analysis, Model Evaluation, Database Management, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), Econometrics, File I/O, Probability

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
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    Packt

    Python - Complete Python, Django, Data Science and ML Guide

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    EDUCBA

    Optimize Splunk Performance for Scalable Data Analysis

    Skills you'll gain: Splunk, Performance Tuning, Scalability, Dataflow, Data Pipelines, Real Time Data, System Monitoring, Problem Management, Data Processing, Query Languages, System Configuration, Data Storage

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Big Data Using Apache Impala SQL

    Skills you'll gain: Big Data, SQL, Test Case, Apache Hadoop, Analytics, Data Analysis, Analytical Skills, Query Languages, Databases, Relational Databases, Analysis, Database Management, Data Manipulation, Metadata Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Serverless Data Processing with Dataflow: Develop Pipelines em Português Brasileiro

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Data Processing, Serverless Computing, Data Import/Export, Google Cloud Platform, Data Transformation, Jupyter, SQL, Analytics

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Apache Spark with Scala – Hands-On with Big Data!

    Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Data Manipulation, Programming Principles, Scripting, Machine Learning Algorithms, Graph Theory, Integrated Development Environments, Data Transformation, Development Environment, Software Development Tools, Distributed Computing, Performance Tuning, Package and Software Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Apply Splunk Data Transformation and Distributed Search

    Skills you'll gain: Splunk, Role-Based Access Control (RBAC), Authentications, Data Transformation, Data Processing, Distributed Computing, Data Manipulation, Security Controls, Data Access, System Configuration, Data Security, Metadata Management, Scalability

    Beginner · Course · 1 - 4 Weeks

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

  • Foundations of Data Structures and Algorithms in JavaScript: Packt
  • Politics and Ethics of Data Analytics in the Public Sector: University of Michigan
  • Prepare for DP-100: Data Science on Microsoft Azure Exam: Microsoft
  • Kafka for Developers - Data Contracts Using Schema Registry: Packt
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Python - Complete Python, Django, Data Science and ML Guide: Packt
  • Optimize Splunk Performance for Scalable Data Analysis: EDUCBA
  • Analyze Big Data Using Apache Impala SQL: EDUCBA
  • Serverless Data Processing with Dataflow: Develop Pipelines em Português Brasileiro: 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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