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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


  • Status: Free Trial
    Free Trial
    P

    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, Graph Theory, Development Environment, Distributed Computing, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data-Driven Decision Making in Account Management

    Skills you'll gain: Account Strategy, Financial Management, Key Performance Indicators (KPIs), Account Management, Budgeting, Customer Data Management, Customer Analysis, Data Integrity, Performance Analysis, Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Power BI, Data Analysis, Financial Analysis, Data Management, AI Enablement, Microsoft Excel, Data Collection, Microsoft Copilot

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Einführung in Data Engineering in Google Cloud

    Skills you'll gain: Metadata Management, Extract, Transform, Load, Data Pipelines, Google Cloud Platform, Data Migration, Apache Spark, Data Processing, Apache Airflow, Big Data, Data Integration, Data Lakes, Cloud Storage, Data Storage, Data Management, Automation, Serverless Computing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    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, Pandas (Python Package), Data Transformation, SQL, JSON, Google Cloud Platform, Business Logic, Analytics

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - Español

    Skills you'll gain: Metadata Management, Data Pipelines, Data Processing, Google Cloud Platform, Data Migration, Cloud Storage, Apache Airflow, Data Lakes, Data Storage, Big Data, Data Infrastructure, Extract, Transform, Load, Apache Spark, IT Automation, Data Management, Data Transformation, Serverless Computing, SQL

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 한국어

    Skills you'll gain: Gemini, Artificial Intelligence and Machine Learning (AI/ML), Customer Insights, Applied Machine Learning, Customer Analysis, Generative AI, Data Integration, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Marketing Strategies

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Process Map Data using C++ Adjacency List Shortest Path

    Skills you'll gain: Graph Theory, C++ (Programming Language), Network Routing, Data Structures, Object Oriented Programming (OOP), File I/O, Computational Thinking, Algorithms

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    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 Policies, Analytics, Model Evaluation, Data Presentation, Data-Driven Decision-Making, Ethical Standards And Conduct, R Programming, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    De-identifying DICOM Data with the Healthcare API

    Skills you'll gain: Cloud API, Google Cloud Platform, Data Store, Medical Privacy, Application Programming Interface (API), Health Informatics, Health Information Management, Data Import/Export, Cloud Computing, Data Security, Medical Imaging

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

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

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Programming Principles, Databases, Game Design, Development Environment, Data Science, Web Applications, Animation and Game Design, Application Frameworks, Scripting, Scripting Languages, Software Design Patterns, Functional Design, Data Validation

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Building Batch Data Pipelines on GCP em Português Brasileiro

    Skills you'll gain: Data Pipelines, Apache Airflow, Dataflow, Data Transformation, Google Cloud Platform, Data Processing, Apache Spark, Data Lakes, Data Quality, Extract, Transform, Load, Data Warehousing, Serverless Computing, Cloud Storage

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Online Data Migration to Cloud Spanner using Striim

    Skills you'll gain: Data Migration, MySQL, Google Cloud Platform, Database Management, Data Pipelines, Data Storage Technologies, Operational Databases, Cloud Management, Data Management

    Intermediate · Project · Less Than 2 Hours

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

  • Apache Spark with Scala – Hands-On with Big Data!: Packt
  • Data-Driven Decision Making in Account Management: Microsoft
  • Einführung in Data Engineering in Google Cloud: Google Cloud
  • Serverless Data Processing with Dataflow: Develop Pipelines em Português Brasileiro: Google Cloud
  • Introduction to Data Engineering on Google Cloud - Español: Google Cloud
  • Gemini for Data Scientists and Analysts - 한국어: Google Cloud
  • Process Map Data using C++ Adjacency List Shortest Path: Coursera
  • Politics and Ethics of Data Analytics in the Public Sector: University of Michigan
  • De-identifying DICOM Data with the Healthcare API: Google Cloud
  • Python - Complete Python, Django, Data Science and ML Guide: Packt

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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