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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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    EDUCBA

    Apple Inc Financial Modeling: Analyze & Forecast

    Skills you'll gain: Working Capital, Income Statement, Balance Sheet, Capital Expenditure, Business Valuation, Accounts Receivable, Cash Flows, Risk Analysis

    Mixed · Course · 1 - 4 Weeks

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    Board Infinity

    Advanced vSphere 8.x Features & Virtualization Management

    Skills you'll gain: vSphere DRS & HA, Virtual Machines, Storage vMotion, vCenter Server Management, Performance Tuning, Virtualization, Capacity Management, System Monitoring, Data Migration

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Databases and Migration

    Skills you'll gain: Amazon DynamoDB, Amazon Redshift, Database Management, Operational Databases, Transaction Processing, Data Migration, Amazon Elastic Compute Cloud, NoSQL, Redis, Relational Databases, Data Warehousing, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Architecting with Google Kubernetes Engine: Workloads 日本語版

    Skills you'll gain: Kubernetes, Capacity Management, Application Deployment, Google Cloud Platform, Cloud-Native Computing, Scalability, Cloud Infrastructure, Data Persistence, Containerization, YAML, Load Balancing, Cloud Security, Network Model

    Intermediate · Course · 1 - 3 Months

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    Pearson

    AWS Developer

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon Elastic Compute Cloud, Amazon S3, AWS CloudFormation, Amazon Web Services, Identity and Access Management, Cloud Hosting, AWS Kinesis, Cloud Applications, Amazon DynamoDB, Secure Coding, Cloud Deployment, Command-Line Interface, Cloud Development, Scalability, Microservices, Serverless Computing, Application Programming Interface (API), Data Storage Technologies

    Intermediate · Specialization · 1 - 3 Months

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    Alibaba Cloud Academy

    Deploy and Manage Your Application on Alibaba Cloud

    Skills you'll gain: Application Deployment, Performance Tuning, Application Performance Management, Cloud Applications, Cloud Management, Redis, Cloud Platforms, Cloud Services, Middleware

    Beginner · Course · 1 - 3 Months

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    Kennesaw State University

    Social Media & Marketing - Jagdish Sheth

    Skills you'll gain: Marketing, Marketing Channel, Social Media Marketing, Marketing Strategies, Marketing Effectiveness, Content Marketing, Consumer Behaviour, Digital Marketing, Advertising, Social Media, Social Media Strategy, Branding, Digital Media Strategy, Digital Advertising

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Advanced Cybersecurity Techniques

    Skills you'll gain: MITRE ATT&CK Framework, Open Web Application Security Project (OWASP), Penetration Testing, Exploitation techniques, Distributed Denial-Of-Service (DDoS) Attacks, Mobile Security, Cybersecurity, Brute-force attacks, Network Security, Vulnerability Assessments, Web Applications, Wireless Networks, Encryption, Network Protocols

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Automating the Deployment of Networks with Terraform

    Skills you'll gain: Firewall, Terraform, Virtual Networking, Virtual Machines, Infrastructure as Code (IaC), Network Infrastructure, Google Cloud Platform, IT Automation, Network Security, Verification And Validation, Cloud Deployment, Network Model

    Intermediate · Project · Less Than 2 Hours

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    MedCerts

    Verbal Operants

    Skills you'll gain: Working With Children, Applied Behavior Analysis, Communication Disorders, Language Disorders, Non-Verbal Communication, Human Learning

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Certified Ethical Hacker (CEH): Unit 8

    Skills you'll gain: AI Security, Threat Modeling, Threat Management, MITRE ATT&CK Framework, LangChain, Threat Detection, Responsible AI, Large Language Modeling, Continuous Monitoring, Event Monitoring, Security Testing, Generative AI, Embeddings, System Monitoring, LangGraph, Prompt Engineering, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Design a 3D Video Game in Unreal Engine

    Skills you'll gain: Unreal Engine, Animations, Animation and Game Design, Virtual Environment, Game Design, 3D Modeling, 3D Assets, Motion Graphics, Video Game Development, Timelines, Prototyping, Data Import/Export, Creativity, User Interface (UI), Interactive Design

    Beginner · Specialization · 3 - 6 Months

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

  • Apple Inc Financial Modeling: Analyze & Forecast: EDUCBA
  • Advanced vSphere 8.x Features & Virtualization Management: Board Infinity
  • AWS: Databases and Migration: Whizlabs
  • Architecting with Google Kubernetes Engine: Workloads 日本語版: Google Cloud
  • AWS Developer: Pearson
  • Deploy and Manage Your Application on Alibaba Cloud: Alibaba Cloud Academy
  • Social Media & Marketing - Jagdish Sheth: Kennesaw State University
  • Advanced Cybersecurity Techniques: Johns Hopkins University
  • Automating the Deployment of Networks with Terraform: Google Cloud
  • Verbal Operants : MedCerts

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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