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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

    Complete SAS Guide - Learn SAS and Become a Data Ninja

    Skills you'll gain: SAS (Software), Data Import/Export, Data Manipulation, Predictive Modeling, Statistical Analysis, SQL, Logistic Regression, Statistical Methods, Statistical Programming, Regression Analysis, R (Software), Predictive Analytics, Data Analysis, Model Evaluation, Statistical Software, Statistical Modeling, Statistical Hypothesis Testing, Software Installation, Data Cleansing, Data Management

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Satellite Remote Sensing Data Bootcamp With Opensource Tools

    Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Applied Machine Learning, Geographic Information Systems, GIS Software, Spatial Analysis, Environmental Monitoring, Machine Learning Methods, Unsupervised Learning, Data Analysis Software, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    SwiftUI Basics, UI Design, and Data Flow

    Skills you'll gain: iOS Development, Code Reusability, User Interface (UI), Interactive Design

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mastering PROC SQL in SAS: Analyze, Query & Optimize Data

    Skills you'll gain: Analytical Skills, Analysis, Data Validation, Data Maintenance, Debugging

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Engineering & Pipeline Reliability for Machine Learning

    Skills you'll gain: Data Preprocessing, Data Cleansing, Data Pipelines, Feature Engineering, Data Quality, MLOps (Machine Learning Operations), Extract, Transform, Load, Data Transformation, Data Integration, Dataflow, Development Environment, Data Wrangling, Apache Airflow, Package and Software Management, Git (Version Control System), Quality Assurance, Exploratory Data Analysis, Cost Management, Resource Utilization, Virtual Environment

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Optimize Social Media with Data-Driven Insights

    Skills you'll gain: Content Performance Analysis, Content Scheduling, Marketing Analytics, Social Media Analytics, Social Media Management, Analytics, Social Media Marketing, Social Media Content, Digital Analysis, Driving engagement, Social Media Campaigns, Calendar Management, Scheduling, Social Media Strategy, Campaign Management, Performance Analysis, Content Strategy, Descriptive Analytics, Trend Analysis, Content Optimization

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    Internet of Things: Connectivity and Data Intelligence

    Skills you'll gain: Internet Of Things, TCP/IP, Network Protocols, Telecommunications, General Networking, Communication Systems, Wireless Networks, Distributed Computing, Cloud Services, Electrical Wiring, Cloud Storage, Microarchitecture, Field-Programmable Gate Array (FPGA), Restful API, Cloud Solutions, Electrical Equipment, Basic Electrical Systems, Power Electronics, Electrical Power, Electric Power Systems

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Snowflake - Build and Architect Data Pipelines Using AWS

    Skills you'll gain: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Governance, Data Architecture, Extract, Transform, Load, Apache Kafka, Performance Tuning, PySpark, Data Warehousing, Data Import/Export, Amazon S3, Amazon Web Services, Real Time Data, Data Processing, SQL, Stored Procedure, Role-Based Access Control (RBAC)

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Accounting Data Analytics

    Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Data Storytelling, Internal Controls

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • G

    Google Cloud

    Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs

    Skills you'll gain: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Data Integration, SQL, Dataflow, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Apache Hadoop, Query Languages, Machine Learning

    4.3 stars, 125 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (125) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Healthcare Data Privacy Practices for Regulatory Compliance

    Skills you'll gain: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, General Data Protection Regulation (GDPR), Regulatory Compliance, Vulnerability Management, Incident Response, Information Privacy, Vulnerability Assessments, Data Security, Computer Security Incident Management, Data Loss Prevention, Health Information Management, Security Controls, Risk Analysis, Data Integration, Telehealth, Responsible AI, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Complete SAS Guide - Learn SAS and Become a Data Ninja: Packt
  • Satellite Remote Sensing Data Bootcamp With Opensource Tools: Packt
  • SwiftUI Basics, UI Design, and Data Flow: Packt
  • Mastering PROC SQL in SAS: Analyze, Query & Optimize Data: EDUCBA
  • Data Engineering & Pipeline Reliability for Machine Learning: Coursera
  • Optimize Social Media with Data-Driven Insights: Coursera
  • Internet of Things: Connectivity and Data Intelligence: CertNexus
  • Snowflake - Build and Architect Data Pipelines Using AWS: Packt
  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Graduate Certificate in Accounting Data Analytics: University of Illinois at Urbana-Champaign

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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