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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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    Packt

    Introduction to Blender Basics & Modeling Machinery

    Beginner · Course · 1 - 3 Months

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    Packt

    The Complete Guide to Adobe Premiere Pro 2025

    Skills you'll gain: Adobe Premiere, Video Editing, Post-Production, Photo/Video Production and Technology, Video Production, Color Theory, File Management, Motion Graphics, Timelines, Performance Tuning

    Beginner · Course · 3 - 6 Months

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    Institute for the Future

    Futures Thinking

    Skills you'll gain: Forecasting, Visionary, Innovation, Proactivity, Strategic Thinking, Strategic Planning, Cognitive flexibility, Creative Thinking, Action Oriented, Simulations, Optimism, Planning, Community Organizing, Creativity, Social Impact, Systems Thinking, Virtual Reality, Responsible AI, Trend Analysis, Brainstorming

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Automate & Secure LLM Deployments

    Skills you'll gain: LLM Application, CI/CD, Amazon CloudWatch, Infrastructure as Code (IaC), Cloud Deployment, DevSecOps, Enterprise Security, DevOps, Docker (Software), Cloud Management, System Monitoring, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

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    MathWorks

    Data Science Project: MATLAB for the Real World

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Science, Machine Learning, Data Analysis, Data Preprocessing, Matlab, Technical Communication, Predictive Modeling, Data Manipulation, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

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    MedCerts

    Electronic Health Records

    Skills you'll gain: Information Management, Care Coordination, Health Care Administration, Data Ethics, Healthcare Ethics, Medical Coding, Data Storage, Interoperability

    Beginner · Course · 1 - 3 Months

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    Caltech

    Pricing Options with Mathematical Models

    Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Risk Management, Portfolio Management, Probability, Advanced Mathematics, Differential Equations, Applied Mathematics, Calculus

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Build a DALL-E Generator with React, JS & OpenAI

    Skills you'll gain: OpenAI API, Web Development Tools, TypeScript, Development Environment, Full-Stack Web Development, Email Automation, Web Applications, Node.JS

    Intermediate · Course · 1 - 3 Months

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    Rice University

    Python Programming Essentials

    Skills you'll gain: Programming Principles, Python Programming, Development Environment, Computer Programming, Integrated Development Environments, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Asking Great Sales Questions

    Skills you'll gain: Sales Development, General Sales Practices, Phone Sales, Verbal Communication Skills, Communication, Communication Strategies, Marketing Psychology, Drive Engagement, Customer Engagement

    Intermediate · Course · 1 - 3 Months

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    IE Business School

    Making Architecture

    Skills you'll gain: Creative Thinking, Creative Problem-Solving, Creativity, Brainstorming, Architectural Design, Storytelling, Design Thinking, Design Elements And Principles, Curiosity, Empathy, Design Strategies, Critical Thinking and Problem Solving, Teamwork, Creative Design, Collaboration, Cultural Responsiveness

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Machine Learning Methods, Deep Learning, Performance Tuning, Natural Language Processing

    4.2
    Rating, 4.2 out of 5 stars
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    50 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Introduction to Blender Basics & Modeling Machinery: Packt
  • The Complete Guide to Adobe Premiere Pro 2025: Packt
  • Futures Thinking: Institute for the Future
  • Automate & Secure LLM Deployments: Coursera
  • Data Science Project: MATLAB for the Real World: MathWorks
  • Electronic Health Records: MedCerts
  • Pricing Options with Mathematical Models: Caltech
  • Build a DALL-E Generator with React, JS & OpenAI: Packt
  • Python Programming Essentials: Rice University
  • Asking Great Sales Questions: 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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