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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


  • P

    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
    Free trial
  • M

    Microsoft

    First Steps in R: Importing and Exporting Data

    Skills you'll gain: Data Import/Export, Microsoft Visual Studio, R (Software), Microsoft Excel, R Programming, Data Sharing, Data Processing, Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Mejores prácticas para el procesamiento de datos en Big Data

    Skills you'll gain: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)

    4.8 stars, 43 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.8 (43) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    PyMongo Case Study - Aggregating Customer Data of a Bank

    Skills you'll gain: Data Transformation, Customer Analysis, Customer Insights, Data Analysis, Customer Data Management, MongoDB, Data Processing, Data Validation, Extract, Transform, Load, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Code Reusability, Development Environment, Case Studies

    4.7 stars, 31 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (31) · Intermediate · Course · 1 - 4 Weeks

    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, Serverless Computing, Data Import/Export, Google Cloud Platform, Data Transformation, Jupyter, SQL, Analytics

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Sqoop for Efficient Hadoop Data Integration

    Skills you'll gain: Apache Hadoop, Extract, Transform, Load, Data Import/Export, Data Pipelines, Data Integration, Data Migration, Database Management, Data Architecture, Software Installation, Performance Tuning, Data Storage, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Google Business Intelligence

    Skills you'll gain: Data Modeling, Stakeholder Engagement, Dashboard, Business Intelligence, Tableau Software, Extract, Transform, Load, Data Warehousing, Database Systems, Interactive Data Visualization, Data Visualization, Data Pipelines, Interviewing Skills, Business Process, Business Analysis, Database Design, Data Mart, Applicant Tracking Systems, Data Analysis, SQL, Stakeholder Communications

    4.8 stars, 9.5K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (9.5K) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    Skills you'll gain: Relational Databases, Package and Software Management, Generative AI, Data Visualization, Time Series Analysis and Forecasting, Linear Algebra, C (Programming Language), Java Programming, Cloud Computing, Data Structures, R (Software), Data Warehousing, Database Management, Social Network Analysis, Econometrics, File I/O, Probability, Bayesian Network, English Language, Algorithms

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • S

    SkillUp

    Prep for Microsoft Azure Data Engineer Associate Cert DP-203

    Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage, Security Controls, Data Transformation, Data Processing, Data Cleansing, Performance Tuning, Data Integration, Data Pipelines, Apache Spark, Encryption, Data Analysis

    4.3 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (18) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Français

    Skills you'll gain: Google Gemini, Gemini, Advanced Analytics, Marketing Analytics, Analytics, Data-Driven Marketing, Customer Analysis, Generative AI, Data Analysis, Customer Insights, Google Cloud Platform, Customer Data Management, Predictive Modeling, Customer Acquisition Management, Forecasting

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Put It All Together: Prepare for a Cloud Data Analyst Job

    Skills you'll gain: Responsible AI, Generative AI, Data Analysis, Large Language Modeling, AI literacy, Professional Development, Problem Solving

    4.7 stars, 41 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (41) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Use Data Canvas to Visualize and Design Queries

    Skills you'll gain: Data Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Query Languages, Data Integration, Data Analysis

    Beginner · Project · Less Than 2 Hours

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

  • Python - Complete Python, Django, Data Science and ML Guide: Packt
  • First Steps in R: Importing and Exporting Data: Microsoft
  • Mejores prácticas para el procesamiento de datos en Big Data: Coursera
  • PyMongo Case Study - Aggregating Customer Data of a Bank: EDUCBA
  • Serverless Data Processing with Dataflow: Develop Pipelines em Português Brasileiro: Google Cloud
  • Apply Sqoop for Efficient Hadoop Data Integration: EDUCBA
  • Google Business Intelligence: Google
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Prep for Microsoft Azure Data Engineer Associate Cert DP-203: SkillUp
  • Gemini for Data Scientists and Analysts - Français: 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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