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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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    EDUCBA

    Analyze and Apply Agile & Scrum for Business Success

    Skills you'll gain: Team Performance Management, Team Building, Agile Software Development, Agile Product Development, Product Management

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    CSC: Secure Software Development and Implementation

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Open Web Application Security Project (OWASP), Security Controls, Data Security, Vulnerability Management, Computer Security, Vulnerability, Vulnerability Assessments, Databases, Authorization (Computing), Information Privacy, Encryption, Role-Based Access Control (RBAC), Computer Programming, Python Programming, Node.JS, JavaScript Frameworks, Javascript

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Interactive Web Content Using AJAX and JSON in JavaScript

    Skills you'll gain: Application Programming Interface (API), Web Development, Development Environment, Web Applications, Hypertext Markup Language (HTML), GitHub, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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    PracticalGrowth

    Lean Management & Process Flow for Knowledge Work

    Skills you'll gain: Lean Manufacturing, Workflow Management, Business Workflow Analysis, Kanban Principles, Process Management, Process Mapping, Lean Methodologies, Standard Operating Procedure, Process Analysis, Continuous Improvement Process, Process Improvement, Service Level Agreement, Business Process Improvement, Operational Efficiency, Service Level, Quality Improvement, Procedure Development, Capacity Management, Expectation Management, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Refactor and Test LLM Microservices

    Skills you'll gain: Maintainability, Code Review, Code Reusability, Test Driven Development (TDD), API Testing, LLM Application, API Design, Microsoft Visual Studio, Software Engineering, Engineering Software, Software Technical Review, Test Script Development, Integrated Development Environments, Unit Testing, Microservices, Peer Review, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze E-Commerce Data Using PostgreSQL

    Skills you'll gain: Query Languages, Business Intelligence, Database Management, Transaction Processing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Debug Audio Models: Performance and Root Cause

    Skills you'll gain: Debugging, Model Evaluation, Root Cause Analysis, Scenario Testing, Data Preprocessing, Software Visualization, Responsible AI, Exploratory Data Analysis, Analysis, Digital Signal Processing, Performance Analysis, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Human-Centered Security: Designing Usable & Safe Systems

    Skills you'll gain: Human Factors (Security), User Experience Design, Usability, User Experience, Experience Design, User Interface and User Experience (UI/UX) Design, Threat Modeling, UI/UX Strategy, Application Security, Human Factors, Authentications, UI/UX Research, Human Centered Design, Security Strategy, Authorization (Computing), User Story, Security Controls, Cybersecurity, Safety Standards, Information Privacy

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Build a Restaurant Management System Using C# .NET

    Skills you'll gain: Database Development, Billing & Invoicing, Billing, Database Application, Application Design, Registration, Program Development, Restaurant Operation, Invoicing, Restaurant Management, Systems Development, UI Components, Order Entry, Order Management, Scalability, Authentications

    Beginner · Course · 1 - 3 Months

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    Packt

    HTML5 Canvas Graphics and Animations

    Skills you'll gain: Hypertext Markup Language (HTML), Computer Graphic Techniques

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced 3D Techniques and Sculpting for Games

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animation and Game Design, Animations, Graphical Tools, Image Quality, Post-Production

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Monitor an Apache Web Server using Ops Agent

    Skills you'll gain: Google Cloud Platform, Apache, Cloud Management, System Monitoring, Virtual Machines, Event Monitoring, Web Servers, Dashboard Creation, System Configuration, Cloud Infrastructure

    Beginner · Project · Less Than 2 Hours

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

  • Analyze and Apply Agile & Scrum for Business Success: EDUCBA
  • CSC: Secure Software Development and Implementation: CertNexus
  • Interactive Web Content Using AJAX and JSON in JavaScript: Packt
  • Lean Management & Process Flow for Knowledge Work: PracticalGrowth
  • Refactor and Test LLM Microservices: Coursera
  • Analyze E-Commerce Data Using PostgreSQL: EDUCBA
  • Debug Audio Models: Performance and Root Cause: Coursera
  • Human-Centered Security: Designing Usable & Safe Systems: Packt
  • Build a Restaurant Management System Using C# .NET: EDUCBA
  • HTML5 Canvas Graphics and Animations: 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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