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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Starweaver

    GenAI Foundations and Prompt Engineering

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, AI Workflows, ChatGPT, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, Large Language Modeling, Systems Architecture, Model Evaluation, Context Management, Program Evaluation, Process Optimization, Performance Tuning, Application Programming Interface (API), Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Networking Fundamentals and Physical Networks

    Skills you'll gain: Network Troubleshooting, OSI Models, Network Model, TCP/IP, Networking Hardware, Local Area Networks, Network Protocols, General Networking, Network Architecture, Network Infrastructure, Network Switches, Test Equipment, Test Tools

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    GenAI for Mobile App Developers (iOS, Android)

    Skills you'll gain: Mobile Development, Generative AI, Application Development, API Testing, Test Automation, User Interface (UI), Responsible AI, Performance Tuning, Prompt Engineering, Human Computer Interaction, Automation, Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment, Transfer Learning

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Project · Less Than 2 Hours

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    Erasmus University Rotterdam

    When Disaster Meets Conflict

    Skills you'll gain: Policy Development, Conflict Management, Ethical Standards And Conduct, Crisis Intervention, Policy Analysis, Emergency Response, Mitigation, International Relations, Case Studies, Risk Analysis, Community Development, Risk Management, Research, Climate Change Adaptation, Socioeconomics

    4.7
    Rating, 4.7 out of 5 stars
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    77 reviews

    Intermediate · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Algorithm Design: Mastering Computational Problem Solving

    Skills you'll gain: Computer Science, Machine Learning Algorithms, Solution Design, Problem Solving, Mathematical Theory & Analysis

    Beginner · Course · 1 - 3 Months

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    University of Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Matlab, Statistical Modeling, Simulations, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Numerical Analysis, Forecasting

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Davis

    Python Basics: Automation and Bots

    Skills you'll gain: Programming Principles, Python Programming, Scripting, Data Cleansing, Automation, Computational Thinking, Scripting Languages, Computer Programming, Application Programming Interface (API)

    4.4
    Rating, 4.4 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    AI Business School

    AI for Management & Management support

    Skills you'll gain: Agentic Workflows, Prompt Engineering, AI Workflows, Generative AI, Sales, Sales Enablement, Productivity, AI Orchestration, Large Language Modeling, ChatGPT, Generative AI Agents, AI Enablement, AI Personalization, LLM Application, Innovation, Operational Efficiency, Artificial Intelligence, Operations Management, Automation, Ideation

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Michigan

    Healthcare Leadership Principles

    Skills you'll gain: Executive Presence, Healthcare Ethics, Health Policy, Health Care Administration, Leadership, Advocacy, Communication, Leadership and Management, Change Management, Organizational Change, Patient Advocacy, Professional Development, Interpersonal Communications, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Electric Vehicle Sensors

    Skills you'll gain: Power Electronics, Electrical Systems, Electrical Power, Torque (Physics), Electronic Components, Electric Power Systems, Basic Electrical Systems, Electrical Engineering, Control Systems, Low Voltage, High Voltage, Machine Controls, Semiconductors, Thermal Management

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    61 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Utilize CareerBuilder to Find Employment

    Skills you'll gain: Applicant Tracking Systems, Job Analysis, User Accounts, Target Audience, Goal Setting

    Beginner · Guided Project · Less Than 2 Hours

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

  • GenAI Foundations and Prompt Engineering : Starweaver
  • Networking Fundamentals and Physical Networks: Packt
  • GenAI for Mobile App Developers (iOS, Android): Coursera
  • Quantization Fundamentals with Hugging Face: DeepLearning.AI
  • When Disaster Meets Conflict: Erasmus University Rotterdam
  • Algorithm Design: Mastering Computational Problem Solving: Birla Institute of Technology & Science, Pilani
  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
  • Python Basics: Automation and Bots: University of California, Davis
  • AI for Management & Management support: AI Business School
  • Healthcare Leadership Principles: 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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