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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


  • C

    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Healthcare Project Management, Clinical Documentation, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Operations Management, Generative AI, Informed Consent, Project Risk Management, Performance Metric, Continuous Improvement Process, Medical Privacy, AI Security, Health Care Procedure and Regulation, Healthcare Ethics, Generative AI Agents, Health Informatics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    71 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Create a Virtual Private Cloud (VPC) Using AWS

    Skills you'll gain: Virtual Machines, Virtual Private Networks (VPN), Cloud Security, Public Cloud, Amazon Web Services, Scalability, Virtual Networking, Private Cloud, Amazon Elastic Compute Cloud, Cloud Computing, Cloud Infrastructure

    4.4
    Rating, 4.4 out of 5 stars
    ·
    170 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • L

    LearnQuest

    Introduction to Python Scripting for DevOps

    Skills you'll gain: Scripting, Programming Principles, Computer Programming, Python Programming, Command-Line Interface, Development Environment, Integrated Development Environments, Debugging

    4
    Rating, 4 out of 5 stars
    ·
    142 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Virtual Teacher Final Project

    Skills you'll gain: Peer Review, Instructional Design, Instructional Strategies, Course Development, Curriculum Development, Learning Management Systems, Blended Learning, Educational Materials, Education Software and Technology, Student Engagement, Ability To Meet Deadlines

    4.8
    Rating, 4.8 out of 5 stars
    ·
    233 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado System

    Secure Networked System with Firewall and IDS

    Skills you'll gain: Firewall, Network Security, Intrusion Detection and Prevention, Information Systems Security, Security Controls, Network Monitoring, Threat Detection, Linux Administration, Linux

    3.9
    Rating, 3.9 out of 5 stars
    ·
    61 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Strategic HRM: Talent, Performance, Compensation Design

    Skills you'll gain: Performance Appraisal, Human Resource Strategy, Human Resources, Compensation Strategy, Talent Management, Performance Management, Organizational Development, Employee Engagement, Workforce Development, Talent Acquisition, Employee Retention, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    173 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Data Science & Inteligencia Artificial aplicados a negocios

    Skills you'll gain: Responsible AI, Predictive Modeling, Business Transformation, Data-Driven Decision-Making, Business Leadership, Data Science, Business Ethics, Business Analytics, Organizational Change, Innovation, Strategic Leadership, AI Security, Artificial Intelligence, Natural Language Processing, Machine Learning, Computer Vision, IT Service Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Unlocking AI and ML : Your Path to Smart Business Solutions

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Business Intelligence, Data Quality, Business Process Automation, Data Analysis, Business Ethics, Business Analytics, Emerging Technologies, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Python Programming, Predictive Modeling, Unsupervised Learning

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de Chile

    Potenciando mi aprendizaje en el primer año de Universidad

    Skills you'll gain: Learning Strategies, Student Support and Services, Self-Awareness, Time Management, Organizational Skills, Emotional Intelligence, Personal Development, Prioritization, Adaptability, Stress Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Foundations of Public Health Practice: Health Protection

    Skills you'll gain: Microbiology, Public Health and Disease Prevention, Public Health, Sanitation, Infectious Diseases, Environment Health And Safety, Health Education, Epidemiology, Emergency Response, Healthcare Ethics, Community Health, Radiation Protection, Immunology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    121 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    Modelos de diseño instruccional para ambientes digitales

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Instructional Design, Planning, Design Strategies, Solution Design, Quality Assurance, Virtual Environment, Innovation, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    439 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Fundamentals of Data Analytics in the Public Sector with R

    Skills you'll gain: Data Visualization, Surveys, Tidyverse (R Package), Data Analysis, Demography, Public Administration, Policy Analysis, Public Policies, R Programming, Statistical Programming, Data Transformation, Data Cleansing, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    56 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Generative AI-Powered Solutions for Modern Healthcare: Coursera
  • Create a Virtual Private Cloud (VPC) Using AWS: Coursera
  • Introduction to Python Scripting for DevOps: LearnQuest
  • Virtual Teacher Final Project: University of California, Irvine
  • Secure Networked System with Firewall and IDS: University of Colorado System
  • Strategic HRM: Talent, Performance, Compensation Design: Coursera
  • Data Science & Inteligencia Artificial aplicados a negocios: Universidad de Palermo
  • Unlocking AI and ML : Your Path to Smart Business Solutions: Fractal Analytics
  • Potenciando mi aprendizaje en el primer año de Universidad: Universidad de Chile
  • Foundations of Public Health Practice: Health Protection: Imperial College London

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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