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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


  • G

    Google Cloud

    Exploring Data Transformation with Google Cloud

    Skills you'll gain: Data Governance, Digital Transformation, Data Strategy, Real Time Data, Google Cloud Platform, Business Transformation, Data Management, Data Warehousing, Data Transformation, Big Data, Cloud Storage, Analytics, Business Intelligence, Data Processing, Data-Driven Decision-Making, Database Systems, Data Migration

    4.8
    Rating, 4.8 out of 5 stars
    ·
    926 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IE Business School

    Brand Identity and Strategy

    Skills you'll gain: Brand Strategy, Branding, Brand Awareness, Logo Design, Brand Management, Target Audience, Target Market, Consumer Behaviour, Value Propositions, Marketing, Customer Insights, Marketing Psychology, Marketing Strategies, Advertising, Competitive Analysis, Typography, Storytelling, Color Theory

    4.7
    Rating, 4.7 out of 5 stars
    ·
    884 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California San Diego

    Code Free Data Science

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Processing, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Statistical Analysis, Analytics, No-Code Development, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Edinburgh

    How to Create an Online Course

    Skills you'll gain: Educational Materials, Learning Strategies, Instructional Design, Web Content Accessibility Guidelines, Learning Management Systems, Web Content, Digital pedagogy, Education Software and Technology, Diversity Awareness, User Centered Design, Creative Thinking, Content Management, Cultural Responsiveness

    4.5
    Rating, 4.5 out of 5 stars
    ·
    230 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The University of Tokyo

    Welcome to Game Theory

    Skills you'll gain: Game Theory, Systems Thinking, Complex Problem Solving, Mathematical Modeling, Political Sciences

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2K reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Fundamentals of Computer Network Security

    Skills you'll gain: Cryptography, Public Key Infrastructure, Cybersecurity, Data Security, Firewall, Cyber Attacks, Data Encryption Standard, Penetration Testing, Network Security, Information Assurance, Encryption, Risk Management Framework, Advanced Encryption Standard (AES), Intrusion Detection and Prevention, Application Security, Information Systems Security, Secure Coding, Security Controls, Exploitation techniques, Software Design Patterns

    4
    Rating, 4 out of 5 stars
    ·
    596 reviews

    Intermediate · Specialization · 3 - 6 Months

  • R

    Rice University

    Physics 101 - Forces and Kinematics

    Skills you'll gain: Mechanics, Problem Solving, Physics, Graphing, Mathematical Modeling, Algebra, Calculus, Physical Science, Applied Mathematics, Mechanical Engineering, Geometry, Trigonometry

    4.7
    Rating, 4.7 out of 5 stars
    ·
    198 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Linear Algebra: Orthogonality and Diagonalization

    Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Security Operations Center (SOC)

    Skills you'll gain: Threat Detection, Workflow Management, Cyber Operations, Cybersecurity, Stakeholder Management, Security Information and Event Management (SIEM), Incident Response, Computer Security Incident Management, Cyber Attacks, Infrastructure Security, Event Monitoring, Data Security, Performance Measurement, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    354 reviews

    Mixed · Course · 1 - 3 Months

  • I

    Intel

    AI Essentials

    Skills you'll gain: Artificial Intelligence, AI Enablement, Discussion Facilitation, Company, Product, and Service Knowledge, Responsible AI, Machine Learning, Data Analysis, Business Research, B2B Sales

    4.4
    Rating, 4.4 out of 5 stars
    ·
    742 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Virginia

    Managing an Agile Team

    Skills you'll gain: Agile Software Development, Agile Methodology, Agile Project Management, Team Performance Management, Team Management, Team Building, Team Leadership, Sprint Retrospectives, Backlogs, Kanban Principles, Sales Presentation, Innovation, Lean Methodologies, Process Improvement, Selling Techniques, Prioritization, Discussion Facilitation, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    Icahn School of Medicine at Mount Sinai

    Systems Biology and Biotechnology

    Skills you'll gain: Matlab, Bioinformatics, Quantitative Research, Unsupervised Learning, Data Synthesis, Research, Mathematical Modeling, Molecular Biology, Pharmacology, Science and Research, Cell Biology, Biotechnology, Biomedical Technology, Scientific Methods, Physiology, Differential Equations, Computational Logic, Biochemistry, Network Analysis, Biology

    4.4
    Rating, 4.4 out of 5 stars
    ·
    989 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Exploring Data Transformation with Google Cloud: Google Cloud
  • Brand Identity and Strategy: IE Business School
  • Code Free Data Science: University of California San Diego
  • How to Create an Online Course: The University of Edinburgh
  • Welcome to Game Theory: The University of Tokyo
  • Fundamentals of Computer Network Security: University of Colorado System
  • Physics 101 - Forces and Kinematics : Rice University
  • Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
  • Security Operations Center (SOC): Cisco Learning and Certifications
  • AI Essentials : Intel

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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