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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

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Resource Strategy, Human Resources Management and Planning, People Management, Human Resources, Workforce Planning, People Development, Performance Review, Talent Management, Organizational Effectiveness, Performance Metric, Analytics, Performance Appraisal, Staff Management, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Performance Management, Collaboration

    4.6 stars, 6.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (6.2K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Advanced Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Generative AI, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Graph Theory, Network Analysis, Artificial Neural Networks, Network Model, Health Informatics, Laboratory Experience, Autoencoders, Predictive Modeling, Unsupervised Learning, Data Synthesis

    3.5 stars, 16 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.5 (16) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    4.5 stars, 100 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.5 (100) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northwestern University

    The Importance of Listening

    Skills you'll gain: Social Media Analytics, Real Time Data, Social Media Content, Data Collection, Social Media, Social Media Marketing, Big Data, Marketing Analytics, Crisis Management, Data-Driven Marketing, Analytics, Social Media Strategy, Content Strategy, Text Mining, Data-Driven Decision-Making

    4.7 stars, 1.6K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1.6K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Excel with ChatGPT - Smarter Formulas, Faster Insights

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Macros, Excel Formulas, Productivity Software, Data Cleansing, Spreadsheet Software, Data Processing, Data Manipulation, Data Transformation, Business Reporting, Analysis, Workflow Management, Analytical Skills, AI literacy, Prompt Engineering, AI Workflows, AI Personalization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • T

    Technical University of Denmark (DTU)

    Whole genome sequencing of bacterial genomes - tools and applications

    Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Molecular, Cellular, and Microbiology, Infectious Diseases, Medical Science and Research, Biomedical Technology, Epidemiology, Biotechnology, Diagnostic Tests, Data Analysis Software, Database Development, Taxonomy, Data Pipelines, Scientific Visualization, Data Processing

    4.6 stars, 1.6K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.6K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Excel Functions and Formulas

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Statistical Analysis, Data Cleansing, Data Management

    4.8 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (9) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Scientific Visualization, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Model Training, Statistical Methods, Supervised Learning, Model Evaluation, Machine Learning, Python Programming

    4.6 stars, 68 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (68) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of London

    Doing Economics: Measuring Climate Change

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Environmental Policy, Data Literacy, Data Analysis, Policy Development, Data Visualization, Descriptive Statistics, Statistical Analysis, Correlation Analysis, Policy Analysis, Environmental Issue, Scatter Plots, Statistical Methods, Environmental Science, Climate Change Adaptation, Climate Change Mitigation, Probability Distribution

    4.6 stars, 53 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (53) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Amsterdam

    Quantitative Methods

    Skills you'll gain: Scientific Methods, Research Design, Sampling (Statistics), Science and Research, Research, Research Methodologies, Surveys, Quantitative Research, Data Collection, Social Sciences, Survey Creation, Experimentation, Ethical Standards And Conduct, Correlation Analysis

    4.7 stars, 2.4K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (2.4K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment

    4.2 stars, 13 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (13) · Intermediate · Course · 1 - 3 Months

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

  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • People Analytics: University of Pennsylvania
  • Advanced Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • The Importance of Listening: Northwestern University
  • Excel with ChatGPT - Smarter Formulas, Faster Insights: Packt
  • Whole genome sequencing of bacterial genomes - tools and applications: Technical University of Denmark (DTU)
  • Excel Functions and Formulas: Packt
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Doing Economics: Measuring Climate Change: University of London

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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