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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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    Skillshare

    Modern Frontend Web Development: HTML & CSS Foundations

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Web Design and Development, Front-End Web Development, Web Design, Maintainability, Web Development, Semantic Web, Web Content Accessibility Guidelines

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    PyMongo - Beginners

    Skills you'll gain: MongoDB, Data Access, Query Languages, Database Management, NoSQL, Databases, Scripting, Python Programming, Development Environment, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - 日本語版

    Skills you'll gain: Image Analysis, Convolutional Neural Networks, Deep Learning, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

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    Technical University of Munich (TUM)

    Eco-Tech: Exploring IT's Impact on a Sustainable Future

    Skills you'll gain: Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Sustainability Reporting, Corporate Sustainability, Climate Change Mitigation, Sustainable Development, Sustainable Design, Environmental Science, Information Technology, Artificial Intelligence, Hardware Design, Innovation

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Continuous Integration (CI) Insight for Agile Development

    Skills you'll gain: Continuous Integration, CI/CD, Jenkins, Test Automation, GitLab, Continuous Delivery, Continuous Deployment, Agile Software Development, Unit Testing, DevSecOps, Integration Testing, Software Development, Git (Version Control System), Application Deployment, Application Security, Automation, Debugging, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Monitor an Apache Web Server using Ops Agent

    Skills you'll gain: Google Cloud Platform, Apache, Cloud Management, System Monitoring, Virtual Machines, Event Monitoring, Web Servers, Cloud Infrastructure

    Beginner · Project · Less Than 2 Hours

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    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud - Deutsch

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Generative AI, AI Security, Data Governance, Ethical Standards And Conduct, Business Ethics, Scenario Testing, Data Security

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Advanced vSphere 8.x Features & Virtualization Management

    Skills you'll gain: vSphere DRS & HA, Virtual Machines, Storage vMotion, vCenter Server Management, Performance Tuning, Virtualization, Capacity Management, System Monitoring, Data Migration

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    DevOps Project - 2022: CI/CD with Jenkins Ansible Kubernetes

    Skills you'll gain: Continuous Integration, DevOps, Apache Tomcat, Kubernetes, Docker (Software), Continuous Deployment, Apache Maven, Application Deployment, Containerization, Amazon Web Services, YAML, Git (Version Control System)

    Advanced · Course · 1 - 3 Months

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    Banco Interamericano de Desarrollo

    Perspectives in Digital Transformation: Manufacturing

    Skills you'll gain: Digital Transformation, Manufacturing Operations, Business Transformation, Sustainable Business, Sustainability Standards, Operational Efficiency, Business Technologies, Technology Roadmaps, Needs Assessment, Technology Solutions, Emerging Technologies, Market Opportunities

    Beginner · Course · 1 - 4 Weeks

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    AI Business School

    AI agents and creator tools for customer care professionals

    Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, Productivity, Workflow Management, No-Code Development, AI Orchestration, AI Enablement, AI Personalization, Self Service Technologies, Artificial Intelligence, Generative AI, Customer Service, Digital Transformation, Automation, Operational Efficiency, Responsible AI, Innovation, Initiative and Leadership

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Cómo importar datos y crear visualizaciones en Python

    Skills you'll gain: Matplotlib, Data Visualization Software, Data Visualization, Pandas (Python Package), Jupyter, Data Import/Export, Data Science, Data Analysis, Analytical Skills, Python Programming, Scripting

    Beginner · Guided Project · Less Than 2 Hours

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

  • Modern Frontend Web Development: HTML & CSS Foundations: Skillshare
  • PyMongo - Beginners: EDUCBA
  • Create Image Captioning Models - 日本語版: Google Cloud
  • Eco-Tech: Exploring IT's Impact on a Sustainable Future: Technical University of Munich (TUM)
  • Continuous Integration (CI) Insight for Agile Development : Board Infinity
  • Monitor an Apache Web Server using Ops Agent: Google Cloud
  • Responsible AI: Applying AI Principles with Google Cloud - Deutsch: Google Cloud
  • Advanced vSphere 8.x Features & Virtualization Management: Board Infinity
  • DevOps Project - 2022: CI/CD with Jenkins Ansible Kubernetes: Packt
  • Perspectives in Digital Transformation: Manufacturing: Banco Interamericano de Desarrollo

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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