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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


  • M

    Microsoft

    Technical Diagnostics and Troubleshooting Techniques

    Skills you'll gain: Desktop Support, Network Troubleshooting, Technical Support and Services, Technical Support, Hardware Troubleshooting, System Support, Help Desk Support, Debugging, Microsoft Windows, Mac OS, Unix, Problem Management, Computer Hardware, Network Monitoring, Generative AI, Operating Systems, System Configuration, Software Installation, Technical Communication, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    168 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Docker and Kubernetes Masterclass: From Beginner to Advanced

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Application Deployment, YAML, Devops Tools, Command-Line Interface, Google Cloud Platform, Web Applications, Cloud Deployment, Data Persistence, Development Environment, Configuration Management, Virtual Networking, Nginx, CI/CD, MongoDB, Service Management, Infrastructure Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    37 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of California, Irvine

    Introduction to Corporate Communications

    Skills you'll gain: Corporate Communications, Storytelling, Internal Communications, Strategic Communication, Social Media, Interpersonal Communications, Employee Engagement, Telecommuting, Public Relations, Social Media Content, Stakeholder Communications, Business Communication, Communication Strategies, Communication, Media and Communications, Marketing and Public Relations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    106 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AI-900 - Azure AI Fundamentals and Two Practice Tests

    Skills you'll gain: Unsupervised Learning, Responsible AI, Classification Algorithms

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Introduction to Robotics with Webots

    Skills you'll gain: Robotics, Artificial Intelligence, Automation, Data Mapping, Graph Theory, Planning, Algorithms, Computer Programming, Computer Vision, Computer Science, Simulation and Simulation Software, Control Systems, Real-Time Operating Systems, Engineering, Data Structures, Python Programming, Simulations, Linear Algebra, Design

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    75 reviews

    Beginner · Specialization · 3 - 6 Months

  • D

    Dassault Systèmes

    SOLIDWORKS Foundations: Sketching and Extrusion

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, Engineering Drawings, 3D Modeling, Mechanical Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    112 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Hot New Release
    Hot New Release
    A

    AI Business School

    AI for Finance

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI, Sales Enablement, No-Code Development, Financial Forecasting, AI Personalization, Sales, Responsible AI, Risk Management, AI Security, AI Product Strategy, Generative AI Agents, LLM Application, Artificial Intelligence, ChatGPT, Innovation, Productivity, Operational Efficiency

    4.4
    Rating, 4.4 out of 5 stars
    ·
    43 reviews

    Beginner · Specialization · 1 - 3 Months

  • L

    LearnQuest

    Build AI Agents with Practical App Design

    Skills you'll gain: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Exploratory Data Analysis, Anomaly Detection, Data Visualization, Data Synthesis, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Intro to Natural Language Processing in Microsoft Azure

    Skills you'll gain: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Analytics, Application Development, Virtual Machines

    Beginner · Course · 1 - 4 Weeks

  • C

    Codio

    Python Basics: Selection and Iteration

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Scripting, Computational Logic, Scripting Languages, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    271 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Building Trustworthy AI

    Skills you'll gain: AI Security, Responsible AI, Threat Modeling, DevSecOps, Governance Risk Management and Compliance, Compliance Management, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments

    3.5
    Rating, 3.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Technical Diagnostics and Troubleshooting Techniques: Microsoft
  • Docker and Kubernetes Masterclass: From Beginner to Advanced: Packt
  • Introduction to Corporate Communications: University of California, Irvine
  • AI-900 - Azure AI Fundamentals and Two Practice Tests: Packt
  • Introduction to Robotics with Webots: University of Colorado Boulder
  • SOLIDWORKS Foundations: Sketching and Extrusion: Dassault Systèmes
  • AI for Finance: AI Business School
  • Build AI Agents with Practical App Design: LearnQuest
  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Intro to Natural Language Processing in Microsoft Azure: Microsoft

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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