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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


  • M

    Macquarie University

    Excel Skills for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Regression Analysis, Microsoft Excel, Excel Formulas, Trend Analysis, Case Studies, Business Metrics, Predictive Modeling, Strategic Thinking, Data Presentation, Statistical Visualization, Graphing, Data-Driven Decision-Making, Statistical Modeling, Model Optimization, Business Analytics, Statistical Analysis, Decision Making

    ★ 4.9 (327) · Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Advanced Chatbots with Deep Learning and Python

    Skills you'll gain: Model Training, Deep Learning, Model Optimization, Data Preprocessing, Keras (Neural Network Library), Tensorflow, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Security in Google Cloud 日本語版

    Skills you'll gain: Prompt Engineering, Google Cloud Platform, Prompt Engineering Tools, Cloud Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Identity and Access Management, Kubernetes, Generative AI, Cloud Security, Authentications, Infrastructure As A Service (IaaS), Cloud Services, Cloud Management, Data Loss Prevention, Cloud Storage, Cloud Computing, Virtual Machines, Containerization, Application Development, Malware Protection

    ★ 4.5 (707) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI for Sales Operations Specialists

    Skills you'll gain: Responsible AI, Sales Process, General Sales Practices, Generative AI Agents, Sales Management, Sales, Data Ethics, Business Ethics, Forecasting, Customer Relationship Management, Strategic Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Python: de cero a analista de datos

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Plot (Graphics), Data Analysis, Data Visualization Software, Package and Software Management, Data Science, Python Programming, Jupyter, Graphing, Data Import/Export, Data Manipulation, Data Structures, Software Installation, Computational Thinking, Computing Platforms

    ★ 4.1 (96) · Beginner · Specialization · 3 - 6 Months

  • I

    Illinois Tech

    Variable Selection, Model Validation, Nonlinear Regression

    Skills you'll gain: Statistical Inference, Statistical Programming, Regression Analysis, Logistic Regression, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Probability & Statistics, Statistical Hypothesis Testing, Probability Distribution

    ★ 4.4 (8) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Glasgow

    Deep Learning in Electronic Health Records

    Skills you'll gain: Deep Learning, Data Preprocessing, Autoencoders, Machine Learning Methods, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Medical Records, Model Optimization, Health Informatics, Electocardiography, Electronic Medical Record, Predictive Modeling, Embeddings, Applied Machine Learning, Data Cleansing, Time Series Analysis and Forecasting, Dimensionality Reduction, Model Evaluation

    ★ 4 (8) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Underwriters: Enhancing Application Reviews

    Skills you'll gain: Data Ethics, Responsible AI, Underwriting, Operational Efficiency, Lending and Underwriting, AI Integrations, Law, Regulation, and Compliance, Compliance Management, Regulatory Compliance, AI Enablement, Risk Analysis, Business Process Automation, Data-Driven Decision-Making, ChatGPT, Decision Making, Automation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Workspace Security

    Skills you'll gain: Email Security, Google Workspace, Mobile Security, Security Management, Cloud Security, Application Security, Data Security, Security Controls, Enterprise Application Management, Identity and Access Management, Authentications, Multi-Factor Authentication

    ★ 4.7 (810) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Architecting with Google Kubernetes Engine: Production

    Skills you'll gain: Kubernetes, CI/CD, Google Cloud Platform, Continuous Integration, Continuous Deployment, Continuous Delivery, Cloud Services, Application Performance Management, Cloud Storage, Cloud Security, Role-Based Access Control (RBAC), Identity and Access Management, Data Storage, Authorization (Computing), Database Systems, Authentications

    ★ 4.7 (953) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

  • C

    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Model Evaluation, AI literacy, Generative AI, Data Ethics, Google Cloud Platform, Model Optimization, Quality Assessment, Image Quality, Human Factors

    ★ 4.5 (8) · Beginner · Course · 1 - 4 Weeks

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

  • Excel Skills for Business Forecasting: Macquarie University
  • Advanced Chatbots with Deep Learning and Python: Packt
  • Security in Google Cloud 日本語版: Google Cloud
  • GenAI for Sales Operations Specialists: Coursera
  • Python: de cero a analista de datos: Universidad Nacional Autónoma de México
  • Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech
  • Deep Learning in Electronic Health Records: University of Glasgow
  • GenAI for Underwriters: Enhancing Application Reviews: Coursera
  • Google Workspace Security: Google Cloud
  • Architecting with Google Kubernetes Engine: Production: 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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