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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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    Logical Operations

    Microsoft Office PowerPoint 2021–2024: Part 1

    Skills you'll gain: Presentations, Microsoft PowerPoint, Editing, Microsoft 365, Proofreading, Productivity Software, Diagram Design, Graphics Software, Multimedia, Graphic and Visual Design, Data Visualization, User Interface (UI)

    Mixed · Course · 1 - 3 Months

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    Universitat Politècnica de València

    Fundamentos de comunicaciones ópticas

    Skills you'll gain: Telecommunications, Digital Communications, Communication Systems, Network Planning And Design, Semiconductors, Electronics, Electrical Engineering, Electronic Components, Physics, electromagnetics, Engineering Calculations, Engineering Analysis, Applied Mathematics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Orchestrate, Evaluate, and Release GenAI Systems

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Verification And Validation, AI Workflows, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, System Requirements, Analysis, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of No-Code Development with Bubble

    Skills you'll gain: No-Code Development, Responsive Web Design, User Accounts, Frontend Integration, Workflow Management, UI Components, Application Development, Product Automation, Interactive Design, Web Design, Database Application, Automation, User Interface (UI) Design, Databases, Authentications, Authorization (Computing), Computational Logic, Debugging

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Cyber Security Projects for Your Dream Job

    Skills you'll gain: Cybersecurity, AI Integrations, ChatGPT, Security Information and Event Management (SIEM), General Networking, Threat Detection, Cloud Security, Automation, Cloud Deployment

    Beginner · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Model Evaluation, Retrieval-Augmented Generation, AI Workflows, Data Preprocessing, Model Training, Fine-tuning, No-Code Development, Application Development

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Plan, Estimate, and Break Down Sprints

    Skills you'll gain: Sprint Planning, Jira (Software), Scrum (Software Development), User Story, Meeting Facilitation, Backlogs, Agile Methodology, Project Planning, Project Estimation, Agile Project Management, Estimation, Agile Product Development, Agile Software Development, Collaborative Software, Work Breakdown Structure, Product Requirements, Workflow Management, Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Career Development For Open Source Data Engineering

    Skills you'll gain: Interviewing Skills, Data Pipelines, Apache Airflow, Professional Networking, Data Presentation, Web Presence, Portfolio Management, GitHub, Apache Spark, Data Quality, Apache, Python Programming, SQL

    Beginner · Course · 1 - 4 Weeks

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    Packt

    AZ-900 Microsoft Azure Fundamentals Exam Quick Prep

    Skills you'll gain: Zero Trust Network Access, Cloud Computing Architecture, Cloud Deployment, Serverless Computing, Data Governance, Cloud Management, Virtual Networking, Virtual Private Networks (VPN), Data Storage, General Networking, Identity and Access Management

    Beginner · Course · 3 - 6 Months

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    AI CERTs

    Generative AI for Sustainability

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Process Modeling, Stakeholder Communications, Sustainable Business, Business Reporting, Corporate Sustainability, Stakeholder Engagement, Sustainability Standards, Climate Change Mitigation, Compliance Reporting, Stakeholder Management, Environmental Monitoring, Supplier Performance Management, Decision Intelligence, Responsible AI, AI Integrations, Forecasting, Predictive Modeling, Automation, Predictive Analytics

    Beginner · Course · 1 - 3 Months

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    Packt

    Bootstrap 5 From Scratch - Build 5 Modern Websites

    Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, UI Components, HTML and CSS, Application Deployment, Cloud Deployment, Web Design, Cascading Style Sheets (CSS), Web Development, Front-End Web Development, Javascript, Cloud Hosting, User Interface (UI), Hypertext Markup Language (HTML), Typography, Animations

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Automate & Secure LLM Deployments

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

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft Office PowerPoint 2021–2024: Part 1: Logical Operations
  • Fundamentos de comunicaciones ópticas: Universitat Politècnica de València
  • Orchestrate, Evaluate, and Release GenAI Systems: Coursera
  • Foundations of No-Code Development with Bubble: Packt
  • Cyber Security Projects for Your Dream Job: Packt
  • H2O Gen AI Ecosystem Overview - Level 1: H2O.ai
  • Plan, Estimate, and Break Down Sprints: Coursera
  • Career Development For Open Source Data Engineering: Coursera
  • AZ-900 Microsoft Azure Fundamentals Exam Quick Prep: Packt
  • Generative AI for Sustainability: AI CERTs

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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