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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


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    Google Cloud

    ML Pipelines on Google Cloud - 日本語版

    Skills you'll gain: Google Cloud Platform, CI/CD, Apache Airflow, MLOps (Machine Learning Operations), Data Pipelines, Tensorflow, Model Deployment, Metadata Management, AI Workflows, AI Orchestration, PyTorch (Machine Learning Library), Containerization

    Advanced · Course · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Functional Program Design in Scala (Scala 2 version)

    Skills you'll gain: Scala Programming, Functional Design, Software Design Patterns, Unit Testing, Data Structures, Simulations

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Analytics, Data Analysis, Correlation Analysis, Case Studies, Probability & Statistics, Variance Analysis, Forecasting, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Fundamentals of Cloud Computing

    Skills you'll gain: Cloud Deployment, Cloud Computing, Cloud Services, Cloud Infrastructure, Scalability, Public Cloud, Software As A Service, Infrastructure As A Service (IaaS), Cloud Management, Platform As A Service (PaaS), Private Cloud, Hybrid Cloud Computing, Virtualization

    3.6
    Rating, 3.6 out of 5 stars
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    42 reviews

    Mixed · Course · 1 - 4 Weeks

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    Arm

    Introduction to AI

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Computer Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Ethics, Recurrent Neural Networks (RNNs), Responsible AI, Convolutional Neural Networks, Data Science, Classification Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    Università di Napoli Federico II

    Autonomous Aerospace Systems

    Skills you'll gain: Control Systems, Systems Architecture, Simulations, Global Positioning Systems, Robotics, Automation, Mechanical Engineering, Safety Assurance, Computer Vision, Anomaly Detection, Mathematical Modeling, Systems Integration, Estimation, Real Time Data, Business Intelligence

    4.3
    Rating, 4.3 out of 5 stars
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    43 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    A Clinician's Guide: Soft Skills for Better Patient Outcomes

    Skills you'll gain: Patient Communication, Constructive Feedback, Resilience, Emotional Intelligence, Compassion, Empathy & Emotional Intelligence, Patient Education And Counseling, Patient-centered Care, Empathy, Employee Engagement, Telehealth, Interpersonal Communications, Self-Awareness, Active Listening, Communication, Data Analysis, Cultural Sensitivity, Quality Improvement, Leadership and Management, Continuous Improvement Process

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    AWS Database Specialty Certification

    Skills you'll gain: Amazon Web Services, Database Administration, Database Design, Amazon CloudWatch, Amazon DynamoDB, Amazon Redshift, Data Migration, Database Architecture and Administration, Database Management, Database Management Systems, Disaster Recovery, Databases, Relational Databases, AWS Identity and Access Management (IAM), NoSQL, AWS CloudFormation, Cloud Security, Key Management, Encryption, Amazon S3

    5
    Rating, 5 out of 5 stars
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    37 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Compare User Behavior with Segments

    Skills you'll gain: Web Analytics, Customer Engagement, Technical Communication, Campaign Management, Analysis, Strategic Marketing, Performance Metric, Business Metrics, Data-Driven Decision-Making, Descriptive Analytics, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Apache Cassandra Fundamentals for Scalable Databases

    Skills you'll gain: Query Languages, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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    Universidad Nacional Autónoma de México

    Astronomía básica

    Skills you'll gain: Physical Science, Physics, Life Sciences, Environment, General Science and Research, Global Positioning Systems, Systems Of Measurement, Estimation, Geospatial Information and Technology, Scientific Visualization

    3.6
    Rating, 3.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AutoCAD 2023 Masterclass - Produce Amazing Site Plans

    Skills you'll gain: Architectural Drawing, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Architectural Design, Construction, Data Import/Export, File Management, Design

    4.6
    Rating, 4.6 out of 5 stars
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    59 reviews

    Beginner · Course · 3 - 6 Months

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

  • ML Pipelines on Google Cloud - 日本語版: Google Cloud
  • Functional Program Design in Scala (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Advanced Quantitative Statistics with Excel: Coursera
  • Fundamentals of Cloud Computing: LearnQuest
  • Introduction to AI: Arm
  • Autonomous Aerospace Systems: Università di Napoli Federico II
  • A Clinician's Guide: Soft Skills for Better Patient Outcomes: Coursera
  • AWS Database Specialty Certification: EDUCBA
  • Compare User Behavior with Segments: Coursera
  • Apply Apache Cassandra Fundamentals for Scalable Databases: 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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