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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 Michigan

    Programação para todos (Conceitos básicos de Python)

    Skills you'll gain: Programming Principles, Program Development, Computer Programming, Python Programming, Software Installation, Data Storage, Development Environment

    4.9 stars, 34 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (34) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Board Infinity

    Deep Learning: Train Neural Networks and Deploy with Docker

    Skills you'll gain: Model Deployment, Model Training, Deep Learning, PyTorch (Machine Learning Library), Scalability, Docker (Software), MLOps (Machine Learning Operations), Application Deployment, Containerization, Model Evaluation, Artificial Neural Networks, Tensorflow, Network Architecture, Configuration Management, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    Basics of Ethereum

    Skills you'll gain: Blockchain, Emerging Technologies, FinTech, Cryptographic Protocols, Distributed Computing, Transaction Processing, Scalability

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • N

    National Taiwan University

    用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

    Skills you'll gain: Plot (Graphics), Web Scraping, Machine Learning, Machine Learning Algorithms, User Interface (UI), Operational Analysis, Business Analytics, Python Programming, Programming Principles, User Interface (UI) Design, Computational Thinking, UI Components, Object Oriented Programming (OOP), Numerical Analysis

    4.9 stars, 163 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (163) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Optimize AI: Fine-Tune & Maximize Accuracy

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Model Deployment, Model Optimization, Model Training, MLOps (Machine Learning Operations), Keras (Neural Network Library), Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Feature Engineering - 한국어

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Dataflow, Tensorflow, Data Pipelines, Data Processing, Keras (Neural Network Library), Applied Machine Learning, Data Store, Machine Learning Methods, Data Transformation, Statistical Machine Learning, Real Time Data, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Apache Cassandra Fundamentals for Scalable Databases

    Skills you'll gain: Query Languages, Data Integrity, Data Manipulation, Data Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    Economía del Cambio Climático

    Skills you'll gain: Climate Change Adaptation, Supply And Demand, Sustainable Development, Market Dynamics, International Relations, Climate Change Mitigation, Economics, Environmental Issue, Environmental Regulations, Environmental Policy, Socioeconomics, Economics, Policy, and Social Studies, Mathematical Modeling, Tax Laws, Applied Mathematics, Social Impact, Public Policies, Game Theory, Cost Benefit Analysis, Big Data

    4.2 stars, 33 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (33) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • H

    Hugging Face

    Getting Started with Hugging Face Transformers

    Skills you'll gain: Data Ethics, AI literacy, Model Evaluation, LLM Application, Model Deployment, Large Language Modeling, Natural Language Processing, Data Preprocessing, AI Workflows, Model Optimization, Application Programming Interface (API), Memory Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    ML Pipelines on Google Cloud - Português

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

    Advanced · Course · 1 - 3 Months

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

  • Programação para todos (Conceitos básicos de Python): University of Michigan
  • Deep Learning: Train Neural Networks and Deploy with Docker: Board Infinity
  • Basics of Ethereum: Simplilearn
  • 用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3)): National Taiwan University
  • Optimize AI: Fine-Tune & Maximize Accuracy: Coursera
  • Feature Engineering - 한국어: Google Cloud
  • Apply Apache Cassandra Fundamentals for Scalable Databases: EDUCBA
  • Economía del Cambio Climático: Universitat Autònoma de Barcelona
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • Getting Started with Hugging Face Transformers: Hugging Face

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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