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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

    Università Bocconi

    A Scientific Approach to Innovation Management

    Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Strategic Thinking, Probability & Statistics, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, A/B Testing, Machine Learning

    4.7 stars, 111 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (111) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Training, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Running SAP Workloads on Google Cloud: Fundamentals

    Skills you'll gain: Disaster Recovery, Data Management, Google Cloud Platform, Cloud Infrastructure, Data Integration, Cloud Services, SAP Applications, Cloud Computing Architecture, Identity and Access Management, Cloud Deployment, Cloud Computing, Cloud Management, Cloud Security, Data Migration, IT Infrastructure, Cloud Storage, Systems Design

    4.6 stars, 185 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (185) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Master CNNs with Python: Build, Train & Evaluate Models

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Image Analysis, Predictive Modeling, Data Preprocessing, Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming, Development Environment, Project Performance, AI Workflows, Project Implementation

    4.7 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    t-Tests of Hypotheses About Means

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Statistical Reporting, Quantitative Research, Statistical Analysis, Probability & Statistics, Sampling (Statistics), Statistical Inference, Descriptive Statistics, Statistics, Probability Distribution, Data Analysis, Regression Analysis, Research Design, Research, Psychology

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Generative AI in Software Development

    Skills you'll gain: Generative Model Architectures, GitHub Copilot, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Google Gemini, Responsible AI, Embeddings, Gemini, Software Development Tools, AI Integrations

    4.3 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Tokens to Deployment: NLP, Language Models, & Production API

    Skills you'll gain: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Princeton University

    Computer Science: Algorithms, Theory, and Machines

    Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Computer Systems, Algorithms, Computer Programming, Computational Logic, Java Programming, Computer Hardware, Scalability

    4.6 stars, 792 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (792) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
  • A

    Automatic Data Processing, Inc. (ADP)

    Payroll and Tax Fundamentals

    Skills you'll gain: Tax, Payment Systems, Compensation Management, Tax Laws

    4.7 stars, 151 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (151) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    ISC2

    Network Security

    Skills you'll gain: Network Security, Cybersecurity, Cyber Attacks, IT Security Architecture, Infrastructure Security, Threat Detection, Computer Networking, Data Centers, General Networking, Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Threat Management, Cloud Services, Data Security, Network Planning And Design, Firewall, Cloud Security, OSI Models, Network Protocols, Network Model

    4.7 stars, 257 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (257) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Computer Programming, Generative Model Architectures

    4.9 stars, 9 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (9) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    MongoDB Inc.

    Introduction to MongoDB

    Skills you'll gain: MongoDB, Database Systems, Database Development, Database Management, Transaction Processing, Databases, NoSQL, Database Management Systems, Database Administration, Data Modeling, Database Design, Query Languages, Data Integrity, Data Storage, Cloud Deployment, Document Management, Cloud Platforms, Application Development

    4.6 stars, 110 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (110) · Beginner · Course · 1 - 3 Months

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

  • A Scientific Approach to Innovation Management: Università Bocconi
  • Foundations of Generative AI Models: Simplilearn
  • Running SAP Workloads on Google Cloud: Fundamentals: Google Cloud
  • Master CNNs with Python: Build, Train & Evaluate Models: EDUCBA
  • t-Tests of Hypotheses About Means: American Psychological Association
  • Generative AI in Software Development: Board Infinity
  • Tokens to Deployment: NLP, Language Models, & Production API: Coursera
  • Computer Science: Algorithms, Theory, and Machines: Princeton University
  • Payroll and Tax Fundamentals: Automatic Data Processing, Inc. (ADP)
  • Network Security: ISC2

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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