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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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    SkillUp

    AI Ethics for the Workplace

    Skills you'll gain: Responsible AI, Data Ethics, Business Ethics, AI Enablement, Personally Identifiable Information, Artificial Intelligence, Ethical Standards And Conduct, AI literacy, Data Loss Prevention, Data Security, Information Privacy, Data Governance, Productivity Software, Accountability, Risk Control, Risk Analysis, Continuous Monitoring

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    Coursera

    Transform Audio: Extract Features & Augment Models

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Coursera

    Instructional Planning with Genially

    Skills you'll gain: Education Software and Technology, Digital pedagogy

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Google Cloud

    Generative AI Leader

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI Agents, Google Gemini, Gemini, Retrieval-Augmented Generation, Generative AI, Google Cloud Platform, AI Enablement, Customer experience improvement, Data Ethics, Generative Model Architectures, Google Workspace, Agentic Workflows, AI Orchestration, AI Product Strategy, Agentic systems, Artificial Intelligence, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

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    KodeKloud

    Introduction to OpenAI

    Skills you'll gain: OpenAI, Prompt Engineering, OpenAI API, Responsible AI, Token Optimization, Multimodal Prompts, AI literacy, Data Ethics, Large Language Modeling, Artificial Intelligence, Generative AI, LLM Application, Embeddings, Image Analysis, Model Training, Fine-tuning, Computer Vision, Application Programming Interface (API), Emerging Technologies

    Beginner · Course · 1 - 3 Months

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    Scrum.org

    Professional Scrum Product Ownership

    Skills you'll gain: Stakeholder Engagement, Backlogs, User Feedback, Stakeholder Communications, Stakeholder Management, Agile Product Development, Scrum (Software Development), Collaboration, Sprint Planning, Product Management, Stakeholder Analysis, Agile Software Development, Product Improvement, Agile Methodology, Product Strategy, Prioritization, Negotiation, Value Propositions, Adaptability, Customer Insights

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Intermediate Git and GitHub Workflow

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Bash (Scripting Language), Devops Tools, Collaborative Software, Software Configuration Management, Development Environment, Configuration Management, Command-Line Interface, Key Management, Software Installation

    Intermediate · Course · 1 - 3 Months

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    Universidad de Palermo

    Inteligencia Artificial Aplicada a la Construcción

    Skills you'll gain: Civil and Architectural Engineering, Architecture and Construction, Civil Engineering, Sustainable Architecture, Sustainable Technologies, Project Management, Engineering Management, Innovation, Sustainable Design, AI Integrations, Organizational Change, Robotics, Culture Transformation, Case Studies, AI literacy, 3D Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners: Software

    Skills you'll gain: LangChain, GitHub Copilot, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, AI Integrations, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, Test Automation, AI Product Strategy, Agentic systems, Enterprise Application Management, Continuous Monitoring, Technology Strategies, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    ISC2

    Risk Management and Risk Assessment in a Healthcare Setting

    Skills you'll gain: Enterprise Risk Management (ERM), Continuous Monitoring, Medical Privacy, Risk Management, Risk Management Framework, Health Information Management, Governance Risk Management and Compliance, Health Care Procedure and Regulation, Risk Mitigation, Risk Control, Information Privacy, Patient Safety, ISO/IEC 27001, Security Controls, Information Assurance, Data Security, Compliance Management, Data Integrity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Microsoft

    Microsoft Customer Service (with AI)

    Skills you'll gain: Mediation, Customer Complaint Resolution, Root Cause Analysis, Customer Relationship Management, Customer Engagement, Customer Relationship Management (CRM) Software, Power BI, Conflict Management, Customer Insights, Discussion Facilitation, Customer Retention, Constructive Feedback, Customer Analysis, Customer Relationship Building, Dashboard Creation, Service Level, Service Level Agreement, Storytelling, Customer Service, Responsible AI

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    PMI-ACP Exam Prep: Agile Execution & Leadership

    Advanced · Course · 1 - 4 Weeks

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

  • AI Ethics for the Workplace: SkillUp
  • Transform Audio: Extract Features & Augment Models: Coursera
  • Instructional Planning with Genially: Coursera
  • Generative AI Leader: Google Cloud
  • Introduction to OpenAI: KodeKloud
  • Professional Scrum Product Ownership: Scrum.org
  • Intermediate Git and GitHub Workflow: Packt
  • Inteligencia Artificial Aplicada a la Construcción: Universidad de Palermo
  • Agentic AI Content for Practitioners: Software: Coursera
  • Risk Management and Risk Assessment in a Healthcare Setting: ISC2

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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