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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


  • C

    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
    ·
    212 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)

    1.8
    Rating, 1.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Model Evaluation, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
    ·
    190 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    KI-Modelle mit Cloud Run bereitstellen und skalieren

    Skills you'll gain: Model Deployment, Google Cloud Platform, Serverless Computing, Cloud Deployment, Generative AI, Data Storage Technologies, AI Enablement, Data Storage, Cloud Services, Cloud Storage, Artificial Intelligence, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering NextJS – Interview Prep & E-commerce Project

    Skills you'll gain: Application Deployment, Authentications, CI/CD, Application Development, Interactive Data Visualization, React.js, Full-Stack Web Development, JavaScript Frameworks, Application Performance Management, SQL, Databases, Application Programming Interface (API), User Interface (UI)

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    AI Wellness Tools, Behavior Tracking & Personal Goals

    Skills you'll gain: Prompt Engineering, Mindfulness, AI Personalization, Smart Goals, Self-Awareness, Anthropic Claude, Emotional Intelligence, Decision Making, Consumer Behaviour, Stress Management, Strategic Decision-Making, Employee Coaching, Empathy, Patient Preparation, Goal Setting, Supervised Learning, AI Enablement, Health And Wellness Coaching, Behavioral Management, Data Ethics

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Fundamentals of Database Systems

    Skills you'll gain: Information Systems, Database Software, Database Systems, Database Design, Information Management, Data Modeling, Diagram Design, Relational Databases, Database Management, Data Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Create Minecraft-Inspired Voxel Worlds - Unity 6 Compatible

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Lean Methodologies, Team Motivation, Process Improvement, Six Sigma Methodology, Kaizen Methodology, Lean Six Sigma, Process Capability, Lean Manufacturing, Risk Analysis, Team Leadership, Quality Improvement, Team Management, Benchmarking, Motivational Skills, Performance Measurement, Change Management, Root Cause Analysis, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    54 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    AI-Driven Financial Planning, Forecasting, and Automation

    Skills you'll gain: Financial Forecasting, Financial Data, Variance Analysis, Financial Analysis, Budgeting, Financial Modeling, Cash Flow Forecasting, Cost Management, Supervised Learning, Financial Planning, Applied Machine Learning, Predictive Modeling, Risk Modeling, Data-Driven Decision-Making, Business Analytics, Risk Analysis, Credit Risk, Model Evaluation, Feature Engineering, Data Pipelines

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Organize Views Quickly

    Skills you'll gain: Organizational Skills, Workflow Management, Project Management Software, Collaborative Software, Team Oriented, Kanban Principles, Project Management, Data Visualization

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Market Research

    Skills you'll gain: Surveys, Statistical Hypothesis Testing, Focus Group, Quantitative Research, Qualitative Research, Data Synthesis, Market Research, Proposal Writing, Data Storytelling, Statistical Analysis, Presentations, Discussion Facilitation, Marketing Analytics, Marketing, Research Methodologies, Data Analysis, Data Visualization Software, Market Analysis, Survey Creation, Business Research

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • Building LLMs with Hugging Face and LangChain: Edureka
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • KI-Modelle mit Cloud Run bereitstellen und skalieren: Google Cloud
  • Mastering NextJS – Interview Prep & E-commerce Project: Packt
  • AI Wellness Tools, Behavior Tracking & Personal Goals: Coursera
  • Fundamentals of Database Systems: Coursera
  • Create Minecraft-Inspired Voxel Worlds - Unity 6 Compatible: Packt
  • ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep: SkillUp
  • AI-Driven Financial Planning, Forecasting, and Automation: Coursera

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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