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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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    Automatic Data Processing, Inc. (ADP)

    Playing to Your Strengths by StandOut®

    Skills you'll gain: Growth Mindedness, Communication, Positivity, Personal Development, Optimism, Self-Awareness, Collaboration, Resilience, Emotional Intelligence, Adaptability, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Data Management for Analytics Part 1

    Skills you'll gain: Database Design, Database Theory, Data Modeling, Database Management Systems, Metadata Management, Databases, Data Management, Relational Databases, Unified Modeling Language, Data Governance, Enterprise Modeling, Data Integrity, Data Quality

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Validating Your Startup Idea with MVP Experiment Canvas

    Skills you'll gain: Target Market, Market Opportunities, Entrepreneurship, Value Propositions, Performance Measurement, Risk Analysis, Business Modeling, Feasibility Studies, Business Strategy, Product Development, Verification And Validation, Product Management, Case Studies, Innovation, FinTech, Leadership

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Create Beautiful Imagery with Midjourney AI

    Skills you'll gain: Image Quality, Generative AI, Adobe Photoshop, Content Creation, User Accounts, Multimedia

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    SkillUp

    Prevention of Harassment in the Workplace: US

    Skills you'll gain: Workplace Bullying Intervention, Law, Regulation, and Compliance, Compliance Training, Compliance Management, Training Programs, Communication Strategies, Interactive Learning, Accountability

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize Java Data Performance for ML

    Skills you'll gain: Java, Performance Tuning, Data Structures, Machine Learning Methods, Data Processing, Data Pipelines, Data Mining, Machine Learning, Application Performance Management, Analysis, Algorithms, Loyalty Programs

    Advanced · Course · 1 - 4 Weeks

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    Edureka

    Introduction to Amazon Elastic Container Service

    Skills you'll gain: Containerization, Docker (Software), Application Deployment, Amazon Elastic Compute Cloud, Amazon Web Services, Application Lifecycle Management, Amazon CloudWatch, Devops Tools, Microservices, Continuous Monitoring, System Monitoring, AWS Identity and Access Management (IAM), Scalability

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Helping Your Organization Manage Risk and Crisis

    Skills you'll gain: Crisis Management, Corporate Communications, Risk Management, Strategic Communication, Risk Analysis, Mitigation, Forecasting, Communication Strategies, Leadership Studies, Case Studies

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Managing Storage and Networking

    Skills you'll gain: Dynamic Host Configuration Protocol (DHCP), Windows Servers, iSCSI Configuration, Virtual Private Networks (VPN), Microsoft Windows, Network Administration, Microsoft Azure, Windows PowerShell, Public Key Infrastructure, Data Storage Technologies, Infrastructure As A Service (IaaS), Cloud Storage, Proxy Servers, Web Applications

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Software Creation: Version Control, Debugging, Object Design

    Skills you'll gain: Version Control, Debugging, Software Design Patterns, Object Oriented Design, Object Oriented Programming (OOP), Software Development, Git (Version Control System), Programming Principles, Software Design, Computer Programming, Software Engineering, Integrated Development Environments, Command-Line Interface

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Entrepreneurial Competencies for Landscape Restoration

    Skills you'll gain: Design Thinking, Sustainable Development, Sustainable Business, Entrepreneurship, Environmental Social And Corporate Governance (ESG), Product Development, Business Modeling, Innovation, Investment Banking, Ideation, Stakeholder Management, Customer Analysis

    Beginner · Course · 1 - 3 Months

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    Codio

    Intro to Managing Resources Using Infrastructure-as-Code

    Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Cloud Computing Architecture, Systems Development, Firewall, Application Deployment, Security Controls, Bash (Scripting Language)

    Beginner · Course · 1 - 4 Weeks

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

  • Playing to Your Strengths by StandOut® : Automatic Data Processing, Inc. (ADP)
  • Data Management for Analytics Part 1: Northeastern University
  • Validating Your Startup Idea with MVP Experiment Canvas: Coursera
  • Create Beautiful Imagery with Midjourney AI: Packt
  • Prevention of Harassment in the Workplace: US: SkillUp
  • Optimize Java Data Performance for ML: Coursera
  • Introduction to Amazon Elastic Container Service: Edureka
  • Helping Your Organization Manage Risk and Crisis : University of Colorado Boulder
  • Managing Storage and Networking: SkillUp
  • Software Creation: Version Control, Debugging, Object Design: 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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