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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


  • U

    University of Science and Technology of China

    信息社会的机遇和挑战

    Skills you'll gain: Social Sciences, Learning Strategies, World History, Personal Development, Sociology, Self-Awareness, Social Impact, Trend Analysis, Emerging Technologies, Automation, Digital Transformation, Information Technology, Data Storage

    ★ 4.5 (60) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Apply Flutter App Development From Beginner to Advanced

    Skills you'll gain: Responsive Web Design, Flutter (Software), Mobile Development, Application Development, Mobile Development Tools, Data Validation, iOS Development, User Interface and User Experience (UI/UX) Design, Information Architecture, User Interface (UI) Design, User Interface (UI), Application Design, Cross Platform Development, UI Components, Interactive Design, Software Design, Interaction Design, Scalability, Usability, Verification And Validation

    ★ 4.9 (34) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • L

    LearnKartS

    Monitoring, Streams, and Connectors

    Skills you'll gain: Apache Kafka, Prometheus (Software), Data Governance, Distributed Computing, Data Processing, Data Store, Event Monitoring, Network Monitoring, Systems Architecture, Performance Metric, Network Troubleshooting, Network Architecture

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado System

    Linear Kalman Filter Deep Dive (and Target Tracking)

    Skills you'll gain: Markov Model, Estimation, Mathematical Modeling, Correlation Analysis, Matlab, Linear Algebra, Statistical Methods, Numerical Analysis, Applied Mathematics, Time Series Analysis and Forecasting, Forecasting, Statistical Inference

    ★ 5 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Pearson

    AWS Certified Machine Learning - Specialty

    Skills you'll gain: Model Training, Model Deployment, Exploratory Data Analysis, Model Evaluation, Cloud Deployment, Data Preprocessing, Data Analysis, Data Wrangling, Model Optimization, Amazon Redshift, Amazon Elastic Compute Cloud, Amazon CloudWatch, Application Deployment, AWS Kinesis, Data Pipelines, Extract, Transform, Load, Regression Analysis, Box Plots

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Cisco CyberOps Associate (200-201)

    Skills you'll gain: Cyber Operations, Intrusion Detection and Prevention, Cybersecurity, Security Controls, Cyber Attacks, Incident Response, Digital Forensics, Risk Management Framework, Exploitation techniques, Network Security, Threat Management, Computer Security Incident Management, Network Monitoring, Event Monitoring, Network Analysis, Firewall, Data Integrity

    ★ 5 (22) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Crea canalizaciones de datos por lotes en Google Cloud

    Skills you'll gain: Data Pipelines, Dataflow, Extract, Transform, Load, Data Processing, Data Integration, Data Quality, Data Cleansing, Data Transformation, Data Warehousing, Google Cloud Platform, Data Validation, Big Data, Apache Spark, Performance Tuning, System Monitoring

    ★ 4.6 (45) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • L

    Logical Operations

    Prompt Engineering for AI Image Generation

    Skills you'll gain: Prompt Engineering, Generative AI, AI powered creativity, Data Ethics, Responsible AI, Business Ethics, Presentations, Photo Editing, Creativity, Artificial Intelligence, Photo/Video Production and Technology, Graphic and Visual Design, Promotional Materials, Law, Regulation, and Compliance, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Model Training, Google Cloud Platform, Model Optimization, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Predictive Modeling, Google Analytics, Applied Machine Learning, Cloud Deployment, Cloud Storage, Machine Learning, Data Management

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQL

    Skills you'll gain: PostgreSQL, Database Administration, Google Cloud Platform, Database Management, Cloud Management, Disaster Recovery, Operational Databases, Relational Databases, Database Architecture and Administration

    ★ 4.6 (11) · Beginner · Project · Less Than 2 Hours

    Status: Free Trial
    Free Trial
  • U

    University of Huddersfield

    Differential Equations & Advanced Applications

    Skills you'll gain: Calculus, Advanced Mathematics, Differential Equations, Applied Mathematics, Model Optimization, Mathematical Theory & Analysis, Mathematical Modeling, Analytical Skills, Engineering Analysis, Derivatives

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • L

    LearnKartS

    Advanced Docker

    Skills you'll gain: Docker (Software), Cloud-Native Computing, Containerization, Application Deployment, Webhook Security, Data Storage, Security Controls, Authentications, Network Model, Data Persistence, Scalability

    ★ 3.4 (21) · Intermediate · Course · 1 - 4 Weeks

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

  • 信息社会的机遇和挑战: University of Science and Technology of China
  • Apply Flutter App Development From Beginner to Advanced: EDUCBA
  • Monitoring, Streams, and Connectors: LearnKartS
  • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
  • AWS Certified Machine Learning - Specialty: Pearson
  • Cisco CyberOps Associate (200-201): Packt
  • Crea canalizaciones de datos por lotes en Google Cloud: Google Cloud
  • Prompt Engineering for AI Image Generation: Logical Operations
  • Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions: Google Cloud
  • Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQL: 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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