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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


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    Pontificia Universidad Católica del Perú

    Inicio al Posgrado: Curso Propedéutico

    Skills you'll gain: Writing, Learning Strategies, AI literacy, Responsible AI, Learning Management Systems, Artificial Intelligence, Goal Setting, AI Integrations, Style Guides

    Beginner · Course · 1 - 4 Weeks

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    Packt

    QuickBooks - Payroll and Taxes

    Skills you'll gain: QuickBooks (Accounting Software), Payroll Reporting, Payroll Systems, Payroll Tax, Payroll, Payroll Administration, Payroll Processing, Tax Management, Sales Tax, Tax Compliance, Accounting Software, Workforce Management, Tax Preparation, Compliance Reporting, Scheduling, Tax, Benefits Administration

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    ChatGPT and DALL-E: Sell Your Creative Thinking with AI

    Skills you'll gain: AI powered creativity, Visual Storytelling, AI literacy, Intellectual Property, Advertising Campaigns, Legal Risk, Financial Acumen, Cost Benefit Analysis, Ethical Standards And Conduct, Deep Learning

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Comprehensive Guide to Server-Side Logic and Development

    Skills you'll gain: Server Side, Restful API, API Design, Database Management, Back-End Web Development, Databases, Database Development, Database Systems, Node.JS, Application Programming Interface (API), Full-Stack Web Development, Authentications, Web Applications, Web Frameworks, Frontend Integration, JavaScript Frameworks, Web Development, Web Servers, Authorization (Computing), NoSQL

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AI Security Fundamentals – LLM Threats & OWASP 2026

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Application Security, Large Language Modeling, Prompt Engineering, Secure Coding, Security Testing, Personally Identifiable Information, Data Loss Prevention, Security Controls, Information Privacy, Authorization (Computing), Supply Chain Management, Data Modeling, Data Governance

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Optimize LLM Costs & Streamline Processes

    Skills you'll gain: Model Optimization, Miro AI, Process Optimization, Lean Manufacturing, Collaborative Software, Process Improvement and Optimization, Productivity Software, Process Modeling, LLM Application, Process Analysis, Operating Cost, Business Workflow Analysis, AI Workflows, Cost Management, Waste Minimization, Data-Driven Decision-Making, Proposal Development

    Intermediate · Course · 1 - 4 Weeks

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    Creo Incubator

    Emotional Intelligence & Self Compassion for Leaders Success

    Skills you'll gain: Emotional Intelligence, Empathy & Emotional Intelligence, Stress Management, Empathy, Composure, Compassion, Conflict Management, Relationship Management, Leadership Development, Relationship Building, Personal Development, Resilience, Self-Awareness, Leadership, Interpersonal Communications

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Integrate, Scale, and Monitor ML Microservices

    Skills you'll gain: Microservices, MLOps (Machine Learning Operations), Application Performance Management, AI Integrations, Site Reliability Engineering, AI Workflows, Continuous Monitoring, Performance Analysis, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Networking Technologies and Operations

    Skills you'll gain: Wide Area Networks, Data Centers, Virtual Networking, Virtual Machines, Network Administration, Virtualization, Network Architecture, Virtual Private Networks (VPN), Wireless Networks, Network Monitoring, Network Performance Management, Network Troubleshooting, Software-Defined Networking, Network Security, Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks, Security Controls, Key Management, Internet Of Things, Disaster Recovery

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano

    Skills you'll gain: Tensorflow, Data Preprocessing, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Cleansing, Data Pipelines, Data Transformation, Deep Learning, Artificial Neural Networks, Model Optimization, Applied Machine Learning, AI Workflows

    Intermediate · Course · 1 - 3 Months

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    Packt

    Qlik Sense - Advanced

    Skills you'll gain: Spatial Analysis, Geospatial Information and Technology, Scripting, Geospatial Mapping, Scripting Languages, Dashboard, Dashboard Creation, Data Visualization Software, Data Processing, Interactive Data Visualization, Cascading Style Sheets (CSS), Advanced Analytics

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Cloud Run으로 AI 모델 배포 및 확장하기

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

    Beginner · Course · 1 - 4 Weeks

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

  • Inicio al Posgrado: Curso Propedéutico: Pontificia Universidad Católica del Perú
  • QuickBooks - Payroll and Taxes: Packt
  • ChatGPT and DALL-E: Sell Your Creative Thinking with AI: Packt
  • Comprehensive Guide to Server-Side Logic and Development: Board Infinity
  • AI Security Fundamentals – LLM Threats & OWASP 2026: Packt
  • Optimize LLM Costs & Streamline Processes: Coursera
  • Emotional Intelligence & Self Compassion for Leaders Success: Creo Incubator
  • Integrate, Scale, and Monitor ML Microservices: Coursera
  • Advanced Networking Technologies and Operations: Packt
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano: Google Cloud

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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