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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


  • P

    Packt

    Advanced Semantic Processing

    Skills you'll gain: Embeddings, Semantic Web, Natural Language Processing, Data Processing, Text Mining, Applied Machine Learning, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Medical Professionals

    Skills you'll gain: AI Personalization, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Houston

    Value-Based Care: Introduction to Value-Based Care and the U.S. Healthcare System

    Skills you'll gain: Value-Based Care, Managed Care, Medicare, Primary Care, Medicaid, Health Systems, Healthcare Industry Knowledge, Health Policy, Continuous Quality Improvement (CQI), Systems Of Measurement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    188 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    Technical University of Munich (TUM)

    Digitalisation in the Aerospace Industry

    Skills you'll gain: Human Factors, Manufacturing and Production, Production Process, Automation, Leadership, Human Machine Interfaces, Robotics, Digital Transformation, Maintenance, Repair, and Facility Services, Artificial Intelligence, Simulation and Simulation Software, Quality Assurance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    277 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Transforming Education in an Interconnected World

    Skills you'll gain: Continuous Improvement Process, Student-Centred Learning, Innovation, Education and Training, Process Improvement, Higher Education, Program Evaluation, International Relations, Systems Thinking, Teaching, Visionary, Policy Analysis, Leadership, Community Development, Empowerment, Instructional Design, Social Justice, Collaboration, Leadership and Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Pontificia Universidad Católica de Chile

    Equilibrio, ¿por qué se caen las cosas?

    Skills you'll gain: Structural Analysis, Structural Engineering, Mechanics, Torque (Physics), Engineering Analysis, Engineering Calculations, Mathematical Modeling, Civil Engineering, Mechanical Engineering, Applied Mathematics, Physics, General Mathematics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Infosec

    Advanced Python Scripting for Cybersecurity

    Skills you'll gain: Network Analysis, Network Security, Cyber Operations, Intrusion Detection and Prevention, MITRE ATT&CK Framework, Cybersecurity, Threat Detection, Network Monitoring, Penetration Testing, Anomaly Detection, Brute-force attacks, Scripting, Authentications, Vulnerability Assessments, Python Programming, Data Access, System Monitoring, Systems Analysis, Automation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    78 reviews

    Beginner · Specialization · 1 - 3 Months

  • M

    Macquarie University

    Cyber Security Manager Certificate

    Skills you'll gain: Incident Response, Incident Management, Computer Security Incident Management, Cyber Risk, Cyber Security Strategy, Cyber Attacks, Security Management, Cyber Governance, Security Awareness, Cyber Security Policies, Cyber Threat Intelligence, Intrusion Detection and Prevention, Mobile Security, Threat Detection, Disaster Recovery, Cybersecurity, Cyber Operations, Cyber Security Assessment, Crisis Management, Threat Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    35 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Foundations of Probability and Random Variables

    Skills you'll gain: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Effective Communication Skills

    Skills you'll gain: Active Listening, Verbal Communication Skills, Communication, Communication Strategies, Emotional Intelligence, Public Speaking, Persuasive Communication, Business Communication, Non-Verbal Communication, Conflict Management, Teamwork, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, AI Workflows, Continuous Monitoring, Data Ethics, Responsible AI, Application Deployment, Generative AI, Serverless Computing, Cloud Computing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    SEL for Students: A Path to Social Emotional Well-Being

    Skills you'll gain: Program Evaluation, School Psychology, Higher Education, Education and Training, Child Development, Curriculum Planning, Goal Setting, Self-Awareness, Emotional Intelligence, Pedagogy, Social Skills, Empathy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    322 reviews

    Advanced · Course · 1 - 3 Months

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

  • Advanced Semantic Processing: Packt
  • AI for Medical Professionals: AI CERTs
  • Value-Based Care: Introduction to Value-Based Care and the U.S. Healthcare System: University of Houston
  • Digitalisation in the Aerospace Industry: Technical University of Munich (TUM)
  • Transforming Education in an Interconnected World: University of Michigan
  • Equilibrio, ¿por qué se caen las cosas?: Pontificia Universidad Católica de Chile
  • Advanced Python Scripting for Cybersecurity: Infosec
  • Cyber Security Manager Certificate: Macquarie University
  • Foundations of Probability and Random Variables: Johns Hopkins University
  • Effective Communication Skills: LearnKartS

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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