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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


  • Status: Top AI Program
    Top AI Program
    V

    Vanderbilt University

    AI Agents and Agentic AI with Python & Generative AI

    Skills you'll gain: Generative AI Agents, AI Workflows, AI Orchestration, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Software Documentation, File Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    408 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Simplilearn

    Docker Networking Fundamentals Training

    Skills you'll gain: Network Troubleshooting, Performance Tuning, Docker (Software), Virtual Networking, Network Administration, Network Security, Network Performance Management, Containerization, Application Deployment, General Networking, Hardware Troubleshooting, Scenario Testing, Real Time Data

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Capital, Basel, Stress Testing, and Resilience

    Skills you'll gain: Risk Management Framework, Financial Analysis, Financial Regulation, Business Continuity, Financial Systems, Data Management, Financial Controls, Capital Markets

    Mixed · Course · 1 - 3 Months

  • A

    Alex Genadinik

    Resilience For Business Teams And Individuals

    Skills you'll gain: Adaptability, Resilience, Team Building, Self-Awareness, Stress Management, Overcoming Obstacles, Growth Mindedness, Team Leadership, Team Motivation, Positivity, Empathy, Emotional Intelligence, Interpersonal Communications, Goal Setting

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Deploy, Evaluate and Create AI Systems

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Application Deployment, Cloud Deployment, Continuous Deployment, Containerization, Docker (Software), DevOps, Release Management, Version Control, Dependency Analysis, Performance Tuning, CI/CD, Performance Testing, Package and Software Management, Performance Analysis, Performance Metric, Application Performance Management, Application Development, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Developing Industrial Internet of Things

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, Internet Of Things, Product Development, Data Preprocessing, Analytics, Embedded Software, Embedded Systems, File Systems, New Product Development, Data Analysis, Debugging, Model Based Systems Engineering, Wireless Networks, General Networking, Computer Engineering, Cybersecurity, IBM Cloud, Failure Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    855 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Apply Budgeting and Forecasting Fundamentals

    Skills you'll gain: Budget Management, Budgeting, Forecasting, Financial Forecasting, Operating Budget, Cost Management, Financial Management, Cost Accounting, Cash Flow Forecasting, Financial Statements, Business Ethics, Variance Analysis, Income Statement, Case Studies, Balance Sheet, Cash Flows

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Color Grading Techniques in Adobe Premiere Pro

    Skills you'll gain: Photo/Video Production and Technology, Image Analysis

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    How to Persuade When Facts Don't Seem to Matter

    Skills you'll gain: Public Speaking, Advertising

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Swift Programming Fundamentals & Intro to SwiftUI

    Skills you'll gain: Swift Programming, Apple iOS, iOS Development, Application Deployment, Apple Xcode, Application Development, UI Components, User Interface (UI), Application Design, Object Oriented Programming (OOP), Functional Design

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze and Query Data Using SAS SQL

    Skills you'll gain: SQL, SAS (Software), Query Languages, Data-Driven Decision-Making, Stored Procedure, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Artificial Intelligence in Unreal Engine 5

    Skills you'll gain: Unreal Engine, AI Workflows, Augmented and Virtual Reality (AR/VR), Game Design, Video Game Development, Animation and Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, C++ (Programming Language), Algorithms, Performance Tuning, Debugging

    Intermediate · Course · 3 - 6 Months

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

  • AI Agents and Agentic AI with Python & Generative AI: Vanderbilt University
  • Docker Networking Fundamentals Training: Simplilearn
  • Analyze Capital, Basel, Stress Testing, and Resilience: EDUCBA
  • Resilience For Business Teams And Individuals : Alex Genadinik
  • Deploy, Evaluate and Create AI Systems: Coursera
  • Developing Industrial Internet of Things: University of Colorado Boulder
  • Apply Budgeting and Forecasting Fundamentals: EDUCBA
  • Apply Color Grading Techniques in Adobe Premiere Pro: EDUCBA
  • How to Persuade When Facts Don't Seem to Matter: Packt
  • Swift Programming Fundamentals & Intro to SwiftUI: Packt

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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