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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

    Ultimate ASP.NET Core Web API Development Guide

    Skills you'll gain: Restful API, ASP.NET, Postman API Platform, Application Programming Interface (API), API Design, Cloud Deployment, Object-Relational Mapping, Web Development, Database Design, Authentications, API Testing, Database Development, Microsoft Visual Studio, Data Modeling, Microsoft Azure, Secure Coding, Role-Based Access Control (RBAC), Data Migration, Maintainability, Data Mapping

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Architect Multimodal AI Solutions End-to-End

    Skills you'll gain: Technical Documentation, Solution Architecture, Model Deployment, Software Documentation, AI Integrations, MLOps (Machine Learning Operations), AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Systems Architecture, Cloud Computing Architecture, Systems Development Life Cycle, Software Design Documents, Data Architecture, Data Integration, Systems Design, Functional Specification, Data Pipelines, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Crash Course on Embedded C Programming

    Skills you'll gain: Embedded Systems, Embedded Software, C (Programming Language), Code Reusability, Memory Management, Programming Principles, Data Structures, Development Environment

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Northwestern University

    현대 로봇공학, 강좌 3: 로봇 동역학

    Skills you'll gain: Robotics, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Mechanical Engineering, Numerical Analysis, Mechanics, Torque (Physics), Model Optimization, Algorithms, Control Systems, Applied Mathematics, Differential Equations

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Forecasting for Marketers: Mastering Google Analytics

    Skills you'll gain: Financial Forecasting, Data-Driven Marketing, Cross-Channel Marketing, Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Revenue Forecasting, Marketing Effectiveness, Marketing Planning, Web Analytics, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Dashboard, Dashboard Creation, Performance Reporting, Data Quality, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data-Driven Apps with Core Data, ML, and App Architecture

    Skills you'll gain: Apple iOS, Core Data (Software), iOS Development, Application Design, Swift Programming, User Interface (UI), Mobile Development, UI Components, Machine Learning Software, Software Architecture, Performance Tuning, Database Development, Database Application, Database Management, Software Design, Application Frameworks, Application Development, Game Design, AI Integrations, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Java Core Review and Interview Guide

    Skills you'll gain: Object Oriented Design, Memory Management, Software Design Patterns, Functional Design

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    LearnQuest

    Sales Coaching and Team Enablement for the Digital Era

    Skills you'll gain: Sales Enablement, Personal Development, Diversity Training, Empowerment, Employee Coaching, Coaching, Knowledge Transfer, Sales Development, Team Collaboration, Sales Management, Agile Methodology, Self-Awareness, Intercultural Competence, Sales Training, Collaboration, Diversity Awareness, Cultural Sensitivity, Team Performance Management, AI Personalization, Growth Mindedness

    Beginner · Course · 1 - 4 Weeks

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    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, AI literacy, Analytics, LLM Application, Customer Analysis, Job Analysis, Deepseek, DeepSeek API, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Niel Asher Education

    Sports Nutrition Principles for Performance and Recovery

    Skills you'll gain: Sports Medicine, Nutrition Counseling, Exercise Science, Nutrition Care Plans, Nutritional Assessment, Athletic Training, Nutrition and Diet, Nutrition Education, Dietetics, Meal Planning And Preparation, Physical Therapy, Needs Assessment

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    Microsoft Cybersecurity Architect Exam Ref SC-100

    Skills you'll gain: Endpoint Security, Zero Trust Network Access, IT Security Architecture, Data Security, Security Strategy, Cloud Security, Cyber Security Strategy, Microsoft Azure, Security Information and Event Management (SIEM), Cloud Platforms, Security Controls, Cybersecurity, Cyber Security Assessment, Cyber Threat Intelligence, Application Security, Cyber Operations, Cyber Security Policies, Infrastructure Security, Application Programming Interface (API), Identity and Access Management

    Advanced · Course · 1 - 3 Months

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

  • Ultimate ASP.NET Core Web API Development Guide: Packt
  • Architect Multimodal AI Solutions End-to-End: Coursera
  • Crash Course on Embedded C Programming: Packt
  • Generative AI for Developers: Unit 3: Pearson
  • 현대 로봇공학, 강좌 3: 로봇 동역학: Northwestern University
  • Forecasting for Marketers: Mastering Google Analytics: Board Infinity
  • Data-Driven Apps with Core Data, ML, and App Architecture: Packt
  • Java Core Review and Interview Guide: Packt
  • Sales Coaching and Team Enablement for the Digital Era: LearnQuest
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: 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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