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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

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    Packt

    Digital Identity & Security – Introduction to PKI

    Skills you'll gain: Key Management, Network Security, Digital Communications, Hardware Architecture

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Monitoring, Security, and High Availability in Vault

    Skills you'll gain: Disaster Recovery, System Monitoring, Kubernetes, DevSecOps, DevOps, Continuous Monitoring, Application Security, Hardening, Key Management, Encryption, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Affinity Photo: Beyond the Basics – Masking & Color

    Skills you'll gain: Photo Editing, Color Theory, Image Quality, Editing

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Cost Control, Data Lakes, Microsoft Azure, Data Architecture, Process Improvement and Optimization, Process Optimization, Performance Tuning, Real Time Data, Data Modeling, Data Pipelines, SQL, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Gemini for Data Scientists and Analysts - Deutsch

    Skills you'll gain: Google Gemini, Google Cloud Platform, Customer Analysis, Generative AI, Marketing Analytics, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Forecasting

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Specflow and Cucumber for .NET Developers - The Master Guide

    Skills you'll gain: Gherkin (Scripting Language), Behavior-Driven Development, Cucumber (Software), Test Execution Engine, .NET Framework, User Story, Test Case, Test Script Development, Microsoft Visual Studio, Test Automation, C# (Programming Language), Acceptance Testing, Functional Requirement, Scenario Testing, Maintainability

    Beginner · Course · 3 - 6 Months

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    Packt

    The Complete Strapi™ Course with Plugins and Deployment

    Skills you'll gain: Content Management Systems, Authentications, Role-Based Access Control (RBAC), Application Deployment, Authorization (Computing), Cloud Deployment, Web Components, Content Management, Restful API, Continuous Deployment, TypeScript, Application Programming Interface (API), Web Analytics and SEO, Query Languages, Web Applications, Business Logic, Web Development Tools, Package and Software Management, Node.JS, Software Architecture

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    SQL Server Course for Beginners with 100+ examples

    Skills you'll gain: Query Languages, Databases

    Beginner · Course · 1 - 3 Months

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    Packt

    JavaScript Prototypes 2025 – The Complete Course

    Skills you'll gain: Prototyping, Object Oriented Programming (OOP), JavaScript Frameworks, Software Design Patterns, Software Design, Maintainability, Software Architecture

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Apple Platform Security, Integrations, & Management

    Skills you'll gain: Apple Service Certification, Application Lifecycle Management, Endpoint Security, Cloud Deployment, Performance Testing, System Configuration, Test Planning, Information Privacy

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Vertex AI でノートブックを使用する

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Preprocessing, Development Environment

    Beginner · Course · 1 - 4 Weeks

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

  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Digital Identity & Security – Introduction to PKI: Packt
  • Monitoring, Security, and High Availability in Vault: Packt
  • Affinity Photo: Beyond the Basics – Masking & Color: Skillshare
  • Advanced Analytics & AI Optimization with Microsoft Fabric: Microsoft
  • Gemini for Data Scientists and Analysts - Deutsch: Google Cloud
  • Specflow and Cucumber for .NET Developers - The Master Guide: Packt
  • The Complete Strapi™ Course with Plugins and Deployment: Packt
  • SQL Server Course for Beginners with 100+ examples: Packt
  • JavaScript Prototypes 2025 – The Complete Course: 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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