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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


  • U

    Universidad de Palermo

    Inteligencia Artificial Aplicada a la Construcción

    Skills you'll gain: Civil Engineering, Sustainable Architecture, Building Design, Innovation, Sustainable Design, Structural Engineering, Robotics, 3D Modeling

    Beginner · Course · 1 - 4 Weeks

  • I

    ISC2

    ISC2 Essentials of Cloud Certificate

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Computing, Zero Trust Network Access, Business Continuity, Continuous Monitoring, Hybrid Cloud Computing, Cloud Services, Resource Allocation, Security Management, Data Management, Disaster Recovery, Infrastructure As A Service (IaaS), Risk Mitigation, Virtualization, Security Strategy, Cloud Deployment, Risk Management, Service Level Agreement, Containerization

    Intermediate · Specialization · 3 - 6 Months

  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 3

    Skills you'll gain: Large Language Modeling, Model Deployment, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Cloud Deployment, Vision Transformer (ViT), Model Evaluation, Reinforcement Learning, Image Analysis, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Flask for Beginners: Creating an Application

    Skills you'll gain: Flask (Web Framework), Application Deployment, Web Applications, Hypertext Markup Language (HTML), Application Development, Web Development, HTML and CSS, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    16 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of IT Fundamentals

    Skills you'll gain: Programming Principles, Information Technology, Operating Systems, Web Applications, Collaborative Software, Computer Literacy, Python Programming, Application Development, Microsoft Office, Linux, Microsoft Windows, Mac OS

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build an AI-Powered App with Claude

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Generative AI, Artificial Intelligence, Application Development, Application Programming Interface (API), Authentications, Context Management, User Interface and User Experience (UI/UX) Design, Content Creation, Customer Service

    Intermediate · Course · 1 - 4 Weeks

  • I

    Infosec

    Management

    Skills you'll gain: Security Management, Cyber Governance, IT Management, Cybersecurity, Cyber Security Strategy, Cyber Risk, Cyber Security Policies, Key Performance Indicators (KPIs), Leadership and Management, Technical Communication, Internal Communications, Leadership, Program Management, Risk Management, Communication, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    James Spurin

    Dive Into Ansible - Beginner to Expert in Ansible - DevOps

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), Cloud-Native Computing, Devops Tools, YAML, CI/CD, IT Automation, Docker (Software), Containerization, Amazon Web Services, Shell Script, Amazon Elastic Compute Cloud, Command-Line Interface, Data Security, Python Programming, Performance Tuning, Configuration Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Big Ideas in Programming: Expressing Yourself with Python

    Skills you'll gain: Creative Design, Data Structures, Programming Principles, Software Visualization, Python Programming, Computer Programming, Interactive Design, Predictive Modeling, Computational Thinking, Debugging

    3.8
    Rating, 3.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Artificial Intelligence In Government Procurement

    Skills you'll gain: Innovation, AI Enablement, Scalability, Procurement, Artificial Intelligence, Automation, Initiative and Leadership, Strategic Sourcing, Natural Language Processing, Business Transformation, Organizational Change, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Organizational Effectiveness, Performance Improvement, Emerging Technologies, Product Improvement, Operational Efficiency, Goal Setting, Product Requirements

    4.3
    Rating, 4.3 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Advanced Security Architecture

    Skills you'll gain: IT Security Architecture, Network Security, Infrastructure Security, Software-Defined Networking, Application Security, Zero Trust Network Access, Network Architecture, Threat Modeling, Cybersecurity, Enterprise Architecture, Secure Coding, Cloud Security, Scenario Testing, Cryptography, Vulnerability Assessments

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Inteligencia Artificial Aplicada a la Construcción: Universidad de Palermo
  • ISC2 Essentials of Cloud Certificate: ISC2
  • Quick Start Guide to Large Language Models (LLMs): Unit 3: Pearson
  • Flask for Beginners: Creating an Application: Coursera
  • Traverse Trees for ML with DFS & BFS: Coursera
  • Foundations of IT Fundamentals: Packt
  • Build an AI-Powered App with Claude: Coursera
  • Management: Infosec
  • Dive Into Ansible - Beginner to Expert in Ansible - DevOps: James Spurin
  • Big Ideas in Programming: Expressing Yourself with Python: University of Michigan

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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