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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


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    U

    University of Colorado Boulder

    Number Sense for Primary Education with PhET Simulations

    Skills you'll gain: Teaching, Pedagogy, Lesson Planning, Mathematics Education, Growth Mindedness, Education Software and Technology, Student Support and Services, Digital pedagogy, Educational Materials, Simulations, Instructional Design, Arithmetic, Diversity Awareness, Curiosity, Logical Reasoning

    Beginner · Course · 1 - 3 Months

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    U

    University of Geneva

    Migration, Health and Equity in Europe

    Skills you'll gain: Health Policy, Health Disparities, Health Equity, Healthcare Ethics, Public Health, Health Care, Research, Clinical Research Ethics, Health Care Procedure and Regulation, Health Systems, Research Methodologies, Social Determinants Of Health, Community Health, Epidemiology, Immigration Law, Cultural Responsiveness, Demography, Cultural Sensitivity, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    C

    Coursera

    Facebook Content Creation Essentials

    Skills you'll gain: Facebook, Content Creation, Social Media Content, Graphic and Visual Design, Graphic Design, Visual Storytelling, Social Media, AI powered creativity, Driving engagement, Drive Engagement, Photo/Video Production and Technology, Video Production, Copywriting, Storytelling, Design Elements And Principles, Photo Editing, Videography, Writing, Video Editing, Editing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Designing Production LLM Architectures

    Skills you'll gain: LLM Application, Kubernetes, Systems Architecture, Large Language Modeling, Data Pipelines, Software Architecture, Software Design, Model Deployment, Application Deployment, Microservices, Apache Airflow, Containerization, Infrastructure Architecture, Cloud-Native Computing, Scalability, AWS CloudFormation, Managed Services, Azure DevOps, Open Source Technology, Diagram Design

    Intermediate · Course · 1 - 3 Months

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    Packt

    Mastering Windows Server 2025

    Skills you'll gain: Active Directory, Group Policy, Windows PowerShell, File Management, Windows Servers, Remote Access Systems, Hyper-V, Public Key Infrastructure, Software-Defined Networking, Microsoft Servers, Microsoft Windows, Dynamic Host Configuration Protocol (DHCP), Containerization, Server Administration, Network Troubleshooting, Docker (Software), Virtual Private Networks (VPN), Operating System Administration, Hardening, Systems Administration

    Beginner · Specialization · 3 - 6 Months

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    S

    Simplilearn

    Gen AI Using Hugging Face Training

    Skills you'll gain: Hugging Face, Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, LLM Application, AI Workflows, Unstructured Data

    Beginner · Course · 1 - 4 Weeks

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    U

    Università di Napoli Federico II

    Robotics Foundations I - Robot Modelling

    Skills you'll gain: Robotics, Torque (Physics), Numerical Analysis

    Intermediate · Course · 1 - 3 Months

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    C

    Coursera

    CorelDRAW for Beginners

    Skills you'll gain: Layout Design, Typography, Logo Design, Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design Software, Graphics Software, Data Import/Export, Digital Design, Color Theory, Design Elements And Principles, Branding, Graphical Tools, Vector Databases, Document Management

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    Essential Online Collaboration Skills

    Skills you'll gain: Virtual Teams, Meeting Facilitation, Team Motivation, Collaborative Software, Team Management, Team Leadership, Team Building, Telecommuting, Rapport Building, Team Performance Management, Conflict Management, Communication Strategies, Communication, Relationship Building

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Dell

    Dell Technologies Establishing Your Sales Strategy

    Skills you'll gain: Sales Process, Prospecting and Qualification, Sales Pipelines, Technical Sales, Rapport Building, Sales, Customer Relationship Building, Solution Sales Engineering, Sales Strategy, Selling Techniques, Sales Prospecting, Data Centers, Information Technology, Relationship Building, Customer Relationship Management, Telecommunications, Big Data, Communication, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Implement Employee Data Analysis Using Scala

    Skills you'll gain: Scalability, Scala Programming, Data Processing, Data Access, Database Development, Relational Databases, Build Tools, Data Persistence, Data Import/Export, Configuration Management, Databases, Development Environment, File I/O, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Irvine

    Productivity in Remote Work

    Skills you'll gain: Telecommuting, Virtual Teams, Collaborative Software, Drive Engagement, Productivity, Productivity Software, Team Performance Management, Leadership, Teamwork, Meeting Facilitation, Employee Engagement, Collaboration, Driving engagement, Leadership Development, Business Correspondence, People Management, Communication, Business Writing, Communication Strategies

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Number Sense for Primary Education with PhET Simulations: University of Colorado Boulder
  • Migration, Health and Equity in Europe: University of Geneva
  • Facebook Content Creation Essentials: Coursera
  • Designing Production LLM Architectures: Coursera
  • Mastering Windows Server 2025: Packt
  • Gen AI Using Hugging Face Training: Simplilearn
  • Robotics Foundations I - Robot Modelling: Università di Napoli Federico II
  • CorelDRAW for Beginners: Coursera
  • Essential Online Collaboration Skills: Coursera
  • Dell Technologies Establishing Your Sales Strategy: Dell

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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