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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
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    Coursera

    Optimizing AI Workflows and Deploying Edge Models

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Model Training, AI Workflows, Tensorflow, Dataflow, Performance Tuning, Deep Learning, Dashboard, Data Pipelines, Grafana, Artificial Neural Networks, Data Processing, Resource Utilization, Performance Analysis, Performance Metric, Data Manipulation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Berklee

    Producing Music in the Home Studio

    Skills you'll gain: Musical Composition, Music Theory, Music, Media Production, Instrumental Music, Editing, Post-Production, Organizational Skills

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Red Hat

    Introduction to Red Hat OpenShift AI

    Skills you'll gain: OpenShift, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Data Science

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Uso de bases de datos con Python

    Skills you'll gain: SQL, Data Store, Database Management, Relational Databases, Databases, Database Design, Database Systems, Data Visualization Software, Query Languages, Web Scraping, Data Processing, Object Oriented Programming (OOP), Data Modeling, Object Oriented Design, Python Programming, Data Collection

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Implement NGINX Web Servers and Reverse Proxy Solutions

    Skills you'll gain: Nginx, Load Balancing, Performance Tuning, Scalability, Web Servers, Proxy Servers, Web Applications, Security Controls, Authentications, Back-End Web Development, Server Administration, Application Servers, Servers, Linux Administration, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Codio

    Container Creation and Orchestration Basics

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Ubuntu, Application Deployment, Unix, Linux, Virtualization and Virtual Machines, Virtual Machines

    1.5
    Rating, 1.5 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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    National Taiwan University

    AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI)

    Skills you'll gain: AI literacy, Mental Concentration, Self-Awareness, Independent Thinking, Optimism, Emotional Intelligence, Human Learning, digital literacy, Personal Development, Psychology, Critical Thinking, Empathy, Learning Strategies, Relationship Building

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Analyze Advanced Investment Topics and Valuation Models

    Skills you'll gain: Ethical Standards And Conduct, Investment Management, Environmental Social And Corporate Governance (ESG), Business Ethics, Mergers & Acquisitions, Investments, Real Estate, Business Valuation, Econometrics, Financial Analysis, Property and Real Estate, Commercial Real Estate, Financial Statement Analysis, Financial Modeling, Equities, Statistical Methods, Regression Analysis, Corporate Finance, International Finance, Market Dynamics

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Introduction to PMP and Agile Methodologies

    Skills you'll gain: Project Documentation, Agile Methodology, Agile Project Management, Project Management, Agile Software Development, Project Management Life Cycle, Project Planning, Project Management Institute (PMI) Methodology, Sprint Planning, Backlogs, Stakeholder Management, Team Management

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Plug Into The Future - EV Charging Essentials

    Skills you'll gain: Energy and Utilities, Electrical Wiring, Electrical Systems, Electric Power Systems, Electrical Power, Infrastructure Architecture, Basic Electrical Systems, Electrical Equipment, Power Electronics, Interoperability

    4.1
    Rating, 4.1 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Market Risk Management Fundamentals

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Investment Management, Financial Market, Risk Management, Market Liquidity, Risk Management Framework, Risk Analysis, Investments, Finance, Performance Measurement, Construction, Construction Management, Advanced Analytics, Budgeting, Performance Testing, Stress Management, Analytics, Design

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Learn to Teach Java: Boolean Expressions, If Statements, and Iteration

    Skills you'll gain: Debugging, Java, Teaching, Java Programming, Computer Programming, Programming Principles, Computational Logic, Computational Thinking, Education Software and Technology, Digital pedagogy

    2.8
    Rating, 2.8 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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

  • Optimizing AI Workflows and Deploying Edge Models: Coursera
  • Producing Music in the Home Studio: Berklee
  • Introduction to Red Hat OpenShift AI: Red Hat
  • Uso de bases de datos con Python: University of Michigan
  • Implement NGINX Web Servers and Reverse Proxy Solutions: EDUCBA
  • Container Creation and Orchestration Basics: Codio
  • AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI): National Taiwan University
  • Analyze Advanced Investment Topics and Valuation Models: EDUCBA
  • Introduction to PMP and Agile Methodologies: Packt
  • Plug Into The Future - EV Charging Essentials: Coursera

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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