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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


  • P

    Packt

    Master Python with Real-World Data & Web Projects

    Skills you'll gain: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Advanced Programme Planning Phases Framework in ClickUp

    Skills you'll gain: Diagram Design, Program Development, Program Management, Project Design, Process Management, Business Process, Timelines, Process Flow Diagrams, Agile Project Management, Project Management Software

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Y

    Yale University

    Цифровые медиа в сфере здравоохранения

    Skills you'll gain: Social Impact, Health Promotion, Driving engagement, Program Evaluation, Applied Behavior Analysis, Survey Creation, Digital Communications, Public Health, Instagram, Facebook, Data Collection, Budget Management

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Secure Software Development

    Skills you'll gain: Secure Coding, Application Security, DevSecOps, Security Testing, Software Development Methodologies, Configuration Management, Software Development, Software Configuration Management, Software Development Life Cycle, Software Testing, API Testing, Threat Modeling, Application Programming Interface (API), Cloud Security, Risk Management Framework, Change Control

    4.8
    Rating, 4.8 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Fundamentals of Dairy Nutrition: Forages and Feed

    Skills you'll gain: Food and Beverage, Food Quality Assurance And Control, Nutrition and Diet, Cost Estimation

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Design & Present Responsible AI Solutions

    Skills you'll gain: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Terraform Masterclass: From Beginner to Advanced

    Skills you'll gain: Infrastructure as Code (IaC), User Provisioning, Verification And Validation, User Accounts, Multi-Tenant Cloud Environments, Test Case, Secure Coding, Data Structures

    Beginner · Specialization · 3 - 6 Months

  • L

    LearnQuest

    Python Scripting: Files, Inheritance, and Databases

    Skills you'll gain: File I/O, Matplotlib, Data Manipulation, Pandas (Python Package), Data Visualization, Data Persistence, NumPy, Data Processing, Scripting, Object Oriented Programming (OOP), Python Programming, Query Languages, Database Application, Databases, Relational Databases, Object Oriented Design, Data Import/Export, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Terraform Basics - Managing Infrastructure as Code

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Infrastructure, Amazon S3, Infrastructure Security, Command-Line Interface, Development Environment, Multi-Factor Authentication

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Requirement Specifications for Autonomous Systems

    Skills you'll gain: Computational Logic, System Requirements, Functional Requirement, Theoretical Computer Science, Systems Analysis, Verification And Validation, Control Systems, Linear Algebra, Differential Equations, Applied Mathematics

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Applied Machine Learning, Artificial Intelligence, Computer Vision, Image Analysis, Natural Language Processing, Model Evaluation, Exploratory Data Analysis, Interactive Data Visualization, Performance Tuning, Data Import/Export

    Beginner · Course · 1 - 3 Months

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

  • Master Python with Real-World Data & Web Projects: Packt
  • Advanced Programme Planning Phases Framework in ClickUp: Coursera
  • Цифровые медиа в сфере здравоохранения: Yale University
  • Secure Software Development: Packt
  • Build & Adapt LLM Models with Confidence: Coursera
  • Fundamentals of Dairy Nutrition: Forages and Feed: University of Illinois Urbana-Champaign
  • Design & Present Responsible AI Solutions: Coursera
  • Terraform Masterclass: From Beginner to Advanced: Packt
  • Python Scripting: Files, Inheritance, and Databases: LearnQuest
  • Terraform Basics - Managing Infrastructure as Code: 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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