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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


  • Status: New
    New
    Status: Free Trial
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    Coursera

    Blueprint to Bytecode: Architecting Scalable AI Systems

    Skills you'll gain: Model Deployment, Data Cleansing, Data Transformation, Data Preprocessing, Data Storytelling, Feature Engineering, AWS SageMaker, AI Integrations, Systems Architecture, Solution Architecture, Model Optimization, Cloud Computing Architecture, Scalability, MLOps (Machine Learning Operations), System Design and Implementation, Kubernetes, Data Engineering, Cloud Infrastructure, Docker (Software), Prometheus (Software)

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Coaching Skills

    Skills you'll gain: Coaching, Employee Coaching, Constructive Feedback, Drive Engagement, People Development, Team Performance Management, Empowerment, Leadership Development, Performance Management, Growth Mindedness, Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud Speech API: Qwik Start

    Skills you'll gain: Cloud API, Google Cloud Platform, Application Programming Interface (API), Natural Language Processing, Machine Learning, Application Development

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
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    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Cloud Deployment, Computer Vision, Generative AI, Image Analysis, Generative Model Architectures, LLM Application, Application Deployment, Model Training, Embeddings, Data Preprocessing

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 1 - 4 Weeks

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    SkillsBooster Academy

    ChatGPT, Midjourney, Gemini, DeepSeek: Marketing Tools

    Skills you'll gain: Prompt Engineering, Generative AI, Content Marketing, Marketing, ChatGPT, Content Creation, AI Personalization, Strategic Marketing, Persona Development, Digital Marketing, Web Analytics and SEO, Artificial Intelligence and Machine Learning (AI/ML), Social Media Campaigns, Automation, Creativity, Ethical Standards And Conduct, Graphic and Visual Design, Analytics, Natural Language Processing, Personal Development

    4.3
    Rating, 4.3 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, Model Evaluation, Model Training, AI Workflows, Continuous Monitoring, Data Ethics, Rust (Programming Language), Generative AI, Cloud Computing, Serverless Computing, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    University of Michigan

    Reigniting Employee Engagement

    Skills you'll gain: Employee Engagement, Interactive Learning, Stress Management, Driving engagement, Drive Engagement, Strategic Planning, Personal Development, Empathy, Leadership, Plan Execution, Self-Awareness, Business

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Frontend Development using React

    Skills you'll gain: HTML and CSS, React.js, React Redux, Web Applications, Hypertext Markup Language (HTML), Front-End Web Development, JavaScript Frameworks, Web Design and Development, Web Development Tools, UI Components, Javascript, Cascading Style Sheets (CSS), Web Development, User Interface (UI), Development Environment

    4.2
    Rating, 4.2 out of 5 stars
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    60 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    ISSA (International Sports Sciences Association)

    The Building Blocks of Nutrition for Fitness

    Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Clinical Nutrition, Nutrition Education, Nutritional Assessment, Exercise Science, Health And Wellness Coaching, Coaching, Health Assessment, Health Education, Biochemistry, Psychology, Physiology, Mental and Behavioral Health, Athletic Training, Health Care

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    INSEAD

    Blockchain in Financial Services: Strategic Action Plan

    Skills you'll gain: Blockchain, Business Planning, Plan Execution, Strategic Thinking, Business Strategy, Strategic Decision-Making, FinTech, Strategic Partnership, Work Breakdown Structure, Decision Making, Market Opportunities, Solution Design, Proposal Development, Financial Services, Business Modeling, Market Analysis, Case Studies, Value Propositions, Market Research, Target Audience

    4.4
    Rating, 4.4 out of 5 stars
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    72 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Hands-on with AWS for IT Professionals

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Network Planning And Design, Identity and Access Management, Cloud Solutions, Cloud Management, Cloud Computing, Cloud Computing Architecture, Public Cloud, User Provisioning, Network Architecture, Virtual Networking, Cloud Infrastructure, Cloud Services, User Accounts, Solution Architecture

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Apply Python Programming for Data & Automation Projects

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Python Programming, Data Structures, Scripting, Web Development, Data Persistence, Full-Stack Web Development, Automation, Programming Principles, Program Development, Code Reusability, File Systems, Data Manipulation, Computational Logic, File Management, Debugging, Application Deployment, Development Environment

    Beginner · Course · 1 - 3 Months

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

  • Blueprint to Bytecode: Architecting Scalable AI Systems: Coursera
  • Coaching Skills: Packt
  • Google Cloud Speech API: Qwik Start: Google Cloud
  • Introduction to Transformer Models for NLP: Pearson
  • ChatGPT, Midjourney, Gemini, DeepSeek: Marketing Tools: SkillsBooster Academy
  • GenAI and LLMs on AWS: Duke University
  • Reigniting Employee Engagement: University of Michigan
  • Frontend Development using React: Board Infinity
  • The Building Blocks of Nutrition for Fitness: ISSA (International Sports Sciences Association)
  • Blockchain in Financial Services: Strategic Action Plan: INSEAD

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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