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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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    Packt

    Modular Asset Creation in Blender & Maze Building with Code

    Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Game Design, 3D Modeling, Virtual Environment, Program Development, Integration Testing, Computer Graphic Techniques, Computer Graphics, Code Reusability, Data Import/Export, Scripting, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Implement Splunk Authentication Controls

    Skills you'll gain: Authentications, Role-Based Access Control (RBAC), Splunk, Security Assertion Markup Language (SAML), Single Sign-On (SSO), Identity and Access Management, Lightweight Directory Access Protocols, Authorization (Computing), Security Controls, Data Access, User Accounts, Proxy Servers

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Learn Splunk in 2025 - The Essential Training Guide (V2)

    Skills you'll gain: Splunk, Software Installation, Analytics, Event Monitoring, Data Processing, Network Monitoring, Data Transformation, Application Deployment, Operating System Administration

    Intermediate · Course · 1 - 3 Months

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    Packt

    ASP.NET 6.0 - Build Hands-On Web Projects

    Skills you'll gain: ASP.NET, Middleware, .NET Framework, C# (Programming Language), Model View Controller, Back-End Web Development, Web Development, Restful API, Server Side, Web Applications, Application Programming Interface (API), Application Frameworks, Web Development Tools, Object-Relational Mapping, Context Management, Microsoft SQL Servers, Data Persistence, Data Validation, Data Migration

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Build and Implement JavaScript ToDo Applications

    Skills you'll gain: Vue.JS, JavaScript Frameworks, Web Development Tools, Front-End Web Development, Event-Driven Programming, Javascript, UI Components, Development Environment, Hypertext Markup Language (HTML)

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Blender Geometry Nodes for Beginners - Foliage Scatter

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Build & Customize a PrestaShop Medical E-Commerce Store

    Skills you'll gain: Merchandise Displays, Visual Merchandising, Workflow Management, Project Scoping, E-Commerce, Business Workflow Analysis, Content Management Systems, Information Architecture, Project Planning, User Interface and User Experience (UI/UX) Design, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    CyberSec First Responder – Advanced (CFR-A): Address

    Skills you'll gain: Application Security, Incident Response, Intrusion Detection and Prevention, Network Security, Cybersecurity, Cyber Attacks, Data Security, Hardening, Data Loss Prevention, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Vulnerability Assessments, Multi-Factor Authentication, System Configuration, Scripting, Linux Commands, Bash (Scripting Language), Linux, Scripting Languages, Python Programming

    Mixed · Course · 1 - 4 Weeks

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    PracticalGrowth

    Keeping Great People: A Team Leader’s Retention Playbook

    Skills you'll gain: Succession Planning, Employee Retention, Recognizing Others, Talent Management, Team Performance Management, Team Management, Employee Engagement, People Development, Team Leadership, People Management, Driving engagement, Workforce Planning, Professional Development, Workforce Management, Employee Coaching, Employee Surveys, Telecommuting, Interviewing Skills, Capacity Management, Process Improvement

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Polski

    Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 3 Months

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    Universitat Politècnica de València

    Fundamentos TIC para negocios: Desarrollo de software

    Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, Software Development Methodologies, Systems Development, User Interface (UI), User Interface (UI) Design, Software Development, Agile Software Development, Usability, Data Quality, Project Management, Information Systems, Cross-Functional Team Leadership, Software Development Tools, Cross-Functional Collaboration, Project Planning

    Beginner · Course · 1 - 3 Months

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    Packt

    Time Series Analysis with Spark

    Skills you'll gain: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Statistical Analysis, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Predictive Modeling, Model Training, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Data Quality, Statistical Modeling

    Intermediate · Course · 1 - 3 Months

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

  • Modular Asset Creation in Blender & Maze Building with Code: Packt
  • Analyze and Implement Splunk Authentication Controls: EDUCBA
  • Learn Splunk in 2025 - The Essential Training Guide (V2): Packt
  • ASP.NET 6.0 - Build Hands-On Web Projects: Packt
  • Build and Implement JavaScript ToDo Applications: EDUCBA
  • Blender Geometry Nodes for Beginners - Foliage Scatter: Packt
  • Build & Customize a PrestaShop Medical E-Commerce Store: EDUCBA
  • CyberSec First Responder – Advanced (CFR-A): Address: CertNexus
  • Keeping Great People: A Team Leader’s Retention Playbook: PracticalGrowth
  • Responsible AI for Developers: Fairness & Bias - Polski: Google Cloud

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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