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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


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    Fred Hutchinson Cancer Center

    Best Practices for Ethical Data Handling

    Skills you'll gain: Data Ethics, Data Sharing, Personally Identifiable Information, Clinical Research Ethics, Institutional Review Board (IRB), Healthcare Ethics, Data Security, Data Governance, Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Informed Consent, Encryption

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Design security solutions for applications and data

    Skills you'll gain: Microsoft Azure, Cloud Security, Data Governance, Data Management, Data Security, Secure Coding, Cloud Applications, Application Security, Identity and Access Management, Key Management, Multi-Factor Authentication, Encryption, Role-Based Access Control (RBAC)

    Advanced · Course · 1 - 4 Weeks

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    Board Infinity

    Building iOS Applications with UIKit and SwiftUI

    Skills you'll gain: Apple iOS, Apple Xcode, Swift Programming, Mobile Development, User Interface (UI), UI Components, Model View Controller, Responsive Web Design, Storyboarding

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    SonarQube Mastery: Continuous Code Inspection & Security

    Skills you'll gain: Continuous Integration, Code Coverage, Code Review, Vulnerability, CI/CD, Application Security, DevSecOps, Vulnerability Assessments, Software Quality Assurance, Maintainability, Software Quality (SQA/SQC), GitHub, Software Installation, System Configuration, Security Management, Data Integration, Quality Improvement, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 7

    Skills you'll gain: Kubernetes, Containerization, YAML, Application Deployment, Scripting, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    What's New in .NET and C#

    Skills you'll gain: Cross Platform Development, C# (Programming Language), .NET Framework, Performance Tuning, Development Environment, Microsoft Development Tools, Application Security, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Securing Compute, Storage, and Databases in Azure

    Skills you'll gain: Microsoft Azure, Cloud Security, Data Security, Kubernetes, Security Controls, Hardening, Database Architecture and Administration, Authentications, Identity and Access Management, Infrastructure Security, Authorization (Computing), Data Storage, Role-Based Access Control (RBAC), Network Security, System Configuration, Continuous Monitoring, Encryption, Key Management, Containerization

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Rust – Lifetimes, Iterators, Testing & Randomness

    Skills you'll gain: Regression Testing, Algorithms

    Advanced · Course · 1 - 3 Months

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    Whizlabs

    GCP: Compute Services

    Skills you'll gain: Kubernetes, Google Cloud Platform, Serverless Computing, Cloud Infrastructure, Cloud Computing Architecture, Cloud Computing, Application Deployment, Virtual Machines, Containerization, Cloud Security, Load Balancing, Scalability, Command-Line Interface, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Kubernetes Training for Beginner

    Skills you'll gain: Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 6

    Skills you'll gain: Kubernetes, Network Troubleshooting, Authentications, Debugging, Event Monitoring, System Monitoring, Application Performance Management, Application Deployment, Application Programming Interface (API)

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI: Applying AI Principles with GC - Indonesia

    Skills you'll gain: Responsible AI, Data Ethics, Governance, AI Product Strategy, Compliance Training, Data Governance, Artificial Intelligence, Business Ethics, Generative AI, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Best Practices for Ethical Data Handling: Fred Hutchinson Cancer Center
  • Design security solutions for applications and data: Whizlabs
  • Building iOS Applications with UIKit and SwiftUI: Board Infinity
  • SonarQube Mastery: Continuous Code Inspection & Security: Coursera
  • Certified Kubernetes Application Developer (CKAD): Unit 7: Pearson
  • What's New in .NET and C#: Packt
  • Securing Compute, Storage, and Databases in Azure: Packt
  • Advanced Rust – Lifetimes, Iterators, Testing & Randomness: Packt
  • GCP: Compute Services: Whizlabs
  • Kubernetes Training for Beginner: Simplilearn

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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