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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


  • G

    Google Cloud

    Create Image Captioning Models - 한국어

    Skills you'll gain: Image Analysis, Generative AI, Convolutional Neural Networks, Model Training, Deep Learning, Generative Model Architectures, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Cybersecurity with Python: Beginner to Advanced

    Skills you'll gain: File I/O, Security Controls, Code Reusability, Cryptography, User Accounts

    Intermediate · Course · 3 - 6 Months

  • U

    University of Minnesota

    Modeling, IC Processes and Emerging Microtechnology

    Skills you'll gain: Finite Element Methods, Microarchitecture, Semiconductors, Engineering Analysis, Process Flow Diagrams, Electronics Engineering, Computer Architecture, Manufacturing Processes, Process Engineering, Emerging Technologies, Simulation and Simulation Software, Mathematical Modeling, Artificial Intelligence, Quantum computing

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    The Complete Scrum Master Certification Guide

    Skills you'll gain: Agile Software Development, Scaled Agile Framework, Run Chart, Conflict Management, Team Management

    Intermediate · Course · 1 - 3 Months

  • U

    Universitat Politècnica de València

    Bases Matemáticas: Derivadas

    Skills you'll gain: Calculus, Applied Mathematics, Graphing, Algebra, Derivatives, Mathematical Theory & Analysis, Trigonometry

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Advanced Content Creation and Marketing Design in Canva

    Skills you'll gain: Canva (Software), Content Performance Analysis, Collaborative Software, Content Scheduling, Personalized Campaigns, Data-Driven Marketing, Marketing Strategies, Marketing Design, AI Personalization, Marketing Automation, Social Media Campaigns, Content Optimization, Motion Graphics, Campaign Planning, Content Creation, Digital Publishing, Campaign Management, AI Enablement, Social Media Content, A/B Testing

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Microsoft Sentinel Skills

    Skills you'll gain: Security Information and Event Management (SIEM), Threat Detection, Microsoft Azure, Anomaly Detection, Cyber Threat Intelligence, Cloud Deployment, Security Management, Role-Based Access Control (RBAC), Incident Response, Configuration Management, Data Integration

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Python for Game Programming - Pygame from A to Z

    Skills you'll gain: Object Oriented Programming (OOP), Video Game Development, Debugging, Animation and Game Design, Game Design, Program Development, Python Programming, Event-Driven Programming, Computer Graphics, Animations, Computer Graphic Techniques, Development Environment

    Intermediate · Course · 1 - 3 Months

  • S

    Scrimba

    Build a Hometown Homepage with HTML and CSS

    Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Web Design and Development, Web Design, Hypertext Markup Language (HTML), Front-End Web Development, Semantic Web, Typography

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Front-End Web Developer Bootcamp - HTML, CSS, JS, & React

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), React.js, HTML and CSS, Front-End Web Development, Hypertext Markup Language (HTML), Web Development, Web Design, JavaScript Frameworks, Javascript, Restful API, UI Components, Event-Driven Programming

    Beginner · Course · 3 - 6 Months

  • U

    University of Minnesota

    Causal Inference Project Ideation

    Skills you'll gain: Experimentation, Research Design, A/B Testing, Business Analysis, Needs Assessment, Statistical Methods, Root Cause Analysis, Research Methodologies, Complex Problem Solving, Project Design, Statistical Inference, Ideation, Data Ethics, Prioritization, Project Planning

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Implantação e escalonamento de modelos de IA com o Cloud Run

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Serverless Computing, Model Deployment, Generative AI, Applied Machine Learning, AI Integrations, Model Optimization, Machine Learning Methods, Performance Tuning, Scalability

    Beginner · Course · 1 - 4 Weeks

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

  • Create Image Captioning Models - 한국어: Google Cloud
  • Cybersecurity with Python: Beginner to Advanced: Packt
  • Modeling, IC Processes and Emerging Microtechnology: University of Minnesota
  • The Complete Scrum Master Certification Guide: Packt
  • Bases Matemáticas: Derivadas: Universitat Politècnica de València
  • Advanced Content Creation and Marketing Design in Canva: Board Infinity
  • Microsoft Sentinel Skills: Packt
  • Python for Game Programming - Pygame from A to Z: Packt
  • Build a Hometown Homepage with HTML and CSS: Scrimba
  • Front-End Web Developer Bootcamp - HTML, CSS, JS, & React: 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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