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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


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    AI CERTs

    AI for Game Design Agent

    Skills you'll gain: Game Design, Generative AI Agents, Agentic systems, Animation and Game Design, Video Game Development, Artificial Intelligence and Machine Learning (AI/ML), Unreal Engine, Artificial Intelligence, Generative AI, Game Theory, Design, Design and Product

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Facebook Optimization: Grow Your Presence

    Skills you'll gain: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Content, Social Media Marketing, Social Media Management, Content Strategy, Online Advertising, Instagram, Analytics, Performance Measurement, Key Performance Indicators (KPIs), Social Media Strategy, Scalability, Revenue Management, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Visual Design of UI & Backends with AWS Amplify Studio

    Skills you'll gain: Authentications, UI Components, Full-Stack Web Development, Authorization (Computing), File Management, React.js, Application Deployment, Development Environment, JavaScript Frameworks, Web Applications, Amazon Web Services, User Interface (UI), Software Development Tools, Content Management, Data Modeling

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Exploring Memorystore for Redis Cluster

    Skills you'll gain: Redis, Data Store, Scalability, Cloud Storage, Middleware

    Beginner · Project · Less Than 2 Hours

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    Packt

    Building Applications with Blazor Server & WASM

    Skills you'll gain: ASP.NET, JavaScript Frameworks, Application Programming Interface (API), Web Applications, Full-Stack Web Development, Restful API, .NET Framework, UI Components, Back-End Web Development, Object-Relational Mapping, Application Frameworks, Model View Controller, User Interface (UI), Data Modeling, Data Validation

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Red Hat Certified Engineer (RHCE) EX294: Unit 3

    Skills you'll gain: Ansible, Red Hat Enterprise Linux, Package and Software Management, User Accounts, OS Process Management, Linux Administration, File Systems, Linux Commands, Network Administration, Data Storage, Linux, Infrastructure as Code (IaC), Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    كيفية تقييم أداء حملتك الإعلانية على موقع بنترست

    Skills you'll gain: Pinterest, Advertising Campaigns, Digital Advertising, Performance marketing, Content Performance Analysis, Customer Insights, Social Media Campaigns, Campaign Management, Advertising, Performance Reporting, Web Analytics, Report Writing, Marketing Analytics, Digital Marketing, Marketing Management

    Beginner · Guided Project · Less Than 2 Hours

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    Google Cloud

    Looker Studio Pro Essentials - Français

    Skills you'll gain: Looker (Software), Collaborative Software, Enterprise Application Management, Data Management, Identity and Access Management, Google Cloud Platform, Scheduling, Customer Support, Administration, Management Reporting, Data Storytelling, Data Sharing, Data Access, Auditing

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Trust and Security with Google Cloud - Português Brasileiro

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Encryption, Cloud Security, Cybersecurity, Cloud Infrastructure, Data Security, Google Cloud Platform, Authentications, Authorization (Computing), Network Security, Data Governance, Data Centers, Identity and Access Management

    Beginner · Course · 1 - 3 Months

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    Packt

    Java for Beginners: Hands-On Course with Capstone Project

    Skills you'll gain: Object Oriented Programming (OOP), Java, Development Environment, Computer Programming, Software Design, Integrated Development Environments, Debugging, File Management, Data Structures

    Beginner · Course · 1 - 3 Months

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    Pearson

    Red Hat Certified Specialist in Containers (EX188)

    Skills you'll gain: OpenShift, Microservices, Containerization, Kubernetes, Red Hat Enterprise Linux, Network Troubleshooting, Docker (Software), Devops Tools, Linux Administration, Package and Software Management, Data Persistence, Network Monitoring, Data Storage, Authentications, User Accounts

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Generative AI Leader 学習プログラム

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI Agents, Google Gemini, AI Security, Generative AI, Google Workspace, Retrieval-Augmented Generation, Gemini, AI Enablement, Google Cloud Platform, Large Language Modeling, AI Product Strategy, AI Workflows, Tool Calling, Unstructured Data, Productivity Software, Artificial Intelligence, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

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

  • AI for Game Design Agent: AI CERTs
  • Facebook Optimization: Grow Your Presence: Coursera
  • Visual Design of UI & Backends with AWS Amplify Studio: Packt
  • Exploring Memorystore for Redis Cluster: Google Cloud
  • Building Applications with Blazor Server & WASM: Packt
  • Red Hat Certified Engineer (RHCE) EX294: Unit 3: Pearson
  • كيفية تقييم أداء حملتك الإعلانية على موقع بنترست: Coursera
  • Looker Studio Pro Essentials - Français: Google Cloud
  • Trust and Security with Google Cloud - Português Brasileiro: Google Cloud
  • Java for Beginners: Hands-On Course with Capstone Project: Packt

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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