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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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    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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    Packt

    Intermediate C# Concepts and 2D Game Development

    Skills you'll gain: User Interface (UI), Object Oriented Design, Android Development, Android (Operating System), User Interface (UI) Design, Animation and Game Design, C and C++, Mobile Development, Application Deployment, Code Reusability, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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    Packt

    IntelliJ IDEA Essentials

    Skills you'll gain: IntelliJ IDEA, Apache Maven, Integrated Development Environments, Version Control, Unit Testing, Eclipse (Software), Build Tools, Development Testing, Development Environment, Software Development Tools, Debugging, Git (Version Control System), Java, Application Development

    Intermediate · Course · 1 - 3 Months

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    Packt

    The Complete Guide to ASP.NET Core MVC (.NET 6)

    Skills you'll gain: Cloud Deployment, Web Design and Development, Payment Systems

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Cloud Run으로 AI 모델 배포 및 확장하기

    Skills you'll gain: Google Cloud Platform, Serverless Computing, Model Deployment, Model Optimization, Cloud Deployment, Generative AI, Cloud Applications, Application Deployment, Cloud Solutions, AI Integrations, Machine Learning Methods, Containerization, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Interactive Interfaces, Animations, and Gamified Apps

    Skills you'll gain: Animation and Game Design, iOS Development, UI Components, User Interface (UI) Design, Real Time Data, Computer Graphics, Application Design, Video Game Development, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Analyze and Automate Data Using Splunk Knowledge Objects

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Transformation, Unstructured Data, Anomaly Detection, Data Integration, Event Monitoring, Scalability, Data Modeling, Continuous Monitoring, System Monitoring, Data Visualization

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Strapi Plugin Development, Admin Customization, & Deployment

    Skills you'll gain: Role-Based Access Control (RBAC), Application Deployment, Cloud Deployment, Content Management Systems, Development Environment, Control Panels, Frontend Integration, Package and Software Management, Program Development, Cloud-Based Integration, GitHub, Configuration Management, System Configuration, UI Components, User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Privacy & Safety - 한국어

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Federated Learning, Personally Identifiable Information, Cloud Security, Google Cloud Platform, Artificial Intelligence, Generative AI, Safety and Security, Data Loss Prevention, Encryption

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Infraestrutura de IA: introdução ao Hipercomputador de IA

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Infrastructure Architecture, Cloud Computing Architecture, Performance Tuning, Model Optimization, Model Training, Hardware Architecture, AI Workflows, Computer Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Polski

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

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply Bash and AWK for Practical Data Analytics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Data Wrangling, Data Analysis, Data Cleansing, Unix Commands, Data Transformation, Data Preprocessing, Data Processing, Command-Line Interface, Data Quality, Scripting, Exploratory Data Analysis, Data Manipulation, Linux Commands, Scripting Languages, Query Languages, Advanced Analytics

    Beginner · Course · 1 - 4 Weeks

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

  • Keeping Great People: A Team Leader’s Retention Playbook: PracticalGrowth
  • Intermediate C# Concepts and 2D Game Development: Packt
  • IntelliJ IDEA Essentials: Packt
  • The Complete Guide to ASP.NET Core MVC (.NET 6): Packt
  • Cloud Run으로 AI 모델 배포 및 확장하기: Google Cloud
  • Interactive Interfaces, Animations, and Gamified Apps: Packt
  • Analyze and Automate Data Using Splunk Knowledge Objects: EDUCBA
  • Strapi Plugin Development, Admin Customization, & Deployment: Packt
  • Responsible AI for Developers: Privacy & Safety - 한국어: Google Cloud
  • Infraestrutura de IA: introdução ao Hipercomputador de IA: 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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