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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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    EDUCBA

    Regression & Forecasting for Data Scientists using Python

    Skills you'll gain: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Data Analytics on Google Cloud

    Skills you'll gain: Data-Driven Decision-Making, Looker (Software), Big Data, Data Analysis, Google Cloud Platform, Analytics, Business Intelligence, Data Storage, Data Visualization Software, Dashboard, SQL, Data Warehousing

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    From Raw to Ready: Data Preparation in Python

    Skills you'll gain: Data Integration, Data Import/Export, NumPy, Data Manipulation, Data Preprocessing, Pandas (Python Package), Data Pipelines, Data Transformation, Extract, Transform, Load, Data Cleansing

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Data Loss Prevention: Qwik Start - JSON

    Skills you'll gain: Data Loss Prevention, Personally Identifiable Information, Information Privacy, JSON, Data Security, Cloud API, Google Cloud Platform, Data Cleansing, Cloud Storage

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    P

    Packt

    Machine Learning, Data Science and Generative AI with Python

    Skills you'll gain: Apache Spark, PySpark, Retrieval-Augmented Generation, OpenAI API, Generative AI, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Transfer Learning, Deep Learning, ChatGPT, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Clean Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
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    Free Trial
    E

    EDUCBA

    Big Data Analytics with Hive, Pig & MapReduce

    Skills you'll gain: Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, Apache Hadoop, Analytics, Social Media, Data Processing, Social Media Content, Data Management, Data Analysis, Data Integration, Data Transformation

    Mixed · Course · 1 - 4 Weeks

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    28DIGITAL

    Security and Privacy for Big Data - Part 2

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Integrity, Vulnerability Assessments, Law, Regulation, and Compliance, Big Data, Cryptography

    4.7
    Rating, 4.7 out of 5 stars
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    262 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Creating a Data Warehouse Through Joins and Unions

    Skills you'll gain: Data Warehousing, Data Integration, Database Administration, SQL, Relational Databases, Data Analysis, Exploratory Data Analysis, Google Analytics

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    E

    EDUCBA

    Matplotlib with Python: E-commerce Data Visualization

    Skills you'll gain: Matplotlib, Data Preprocessing, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Histogram, Data Analysis, Scatter Plots, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Software Installation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM Storage Scale Remote Data Access

    Skills you'll gain: Disaster Recovery, Remote Access Systems, File Systems, Data Access, Data Storage, File Management, Distributed Computing, Servers, Network Support, Network Protocols, System Configuration, Configuration Management, Open Source Technology

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Digital Transformation with Data Analytics Projects

    Skills you'll gain: Digital Transformation, Agile Project Management, Business Transformation, Agile Methodology, Leadership, Case Studies, Business Leadership, Analytics, Organizational Change, Innovation, Business Analytics, Organizational Effectiveness, Data-Driven Decision-Making, Lean Methodologies, Business Strategy

    Beginner · Course · 1 - 3 Months

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

  • Regression & Forecasting for Data Scientists using Python: EDUCBA
  • Introduction to Data Analytics on Google Cloud : Google Cloud
  • From Raw to Ready: Data Preparation in Python: Coursera
  • Data Loss Prevention: Qwik Start - JSON: Google Cloud
  • Machine Learning, Data Science and Generative AI with Python: Packt
  • Clean Data in SQL using MySQL Workbench: Coursera
  • Big Data Analytics with Hive, Pig & MapReduce: EDUCBA
  • Security and Privacy for Big Data - Part 2: 28DIGITAL
  • Creating a Data Warehouse Through Joins and Unions: Google Cloud
  • Matplotlib with Python: E-commerce Data Visualization: EDUCBA

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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