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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


  • J

    Johns Hopkins University

    Foundations of Neural Networks

    Skills you'll gain: Responsible AI, Autoencoders, Model Training, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Model Optimization, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Generative Model Architectures, Debugging, Machine Learning Methods, Artificial Intelligence, Image Analysis, Unsupervised Learning

    4.5 stars, 24 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (24) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Statistical Estimation for Data Science and AI

    Skills you'll gain: Statistical Inference, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Probability Distribution, Probability

    4.1 stars, 96 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.1 (96) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    MathWorks

    Medical Image Processing

    Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, Data Import/Export, Image Quality, Matlab, Deep Learning, Software Visualization

    4.7 stars, 28 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (28) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Michigan

    Foundational Skills for Communicating About Health

    Skills you'll gain: Non-Verbal Communication, Verbal Communication Skills, Patient Communication, Storytelling, Public Speaking, Communication, Advocacy, Patient Education and Support, Health Education, Communication Strategies, Interpersonal Communications, Concision, Health Policy, Persuasive Communication, Goal Setting

    4.7 stars, 132 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (132) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Emory University

    Math for MBA and GMAT Prep

    Skills you'll gain: Regression Analysis, Data Visualization, Data Storytelling, Statistical Visualization, Business Mathematics, Descriptive Statistics, General Mathematics, Microsoft Excel, Statistics, Excel Formulas, Statistical Analysis, Statistical Methods, Algebra, Probability & Statistics, Calculus, Applied Mathematics, Business

    4.2 stars, 52 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (52) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University at Buffalo

    Intelligent Machining

    Skills you'll gain: Programmable Logic Controllers, Control Systems, Machine Controls, Manufacturing Processes, Process Control, Real-Time Operating Systems, Manufacturing Operations, Automation, Production Process, Digital Transformation, Systems Architecture, Digital Signal Processing, Software Architecture, Software Systems

    4.6 stars, 1.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Getting Started with Azure

    Skills you'll gain: Microsoft Azure, Network Administration, Network Infrastructure, Cloud Deployment, Cloud Computing, Data Storage, Cloud Management, Dashboard Creation, Cloud Platforms

    4.4 stars, 512 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (512) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Financial Analysis & Investment Strategy Mastery

    Skills you'll gain: Financial Statement Analysis, Capital Budgeting, Financial Modeling, Working Capital, Financial Statements, Investment Banking, Cash Flows, Financial Analysis, Derivatives, Technical Analysis, Equities, Portfolio Management, Corporate Finance, Financial Trading, Financial Market, Market Dynamics, Capital Markets, Investments, Finance, Analysis

    4.9 stars, 40 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (40) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google

    Foundations of Agile Project Management

    Skills you'll gain: Agile Project Management, Agile Software Development, Agile Methodology, Agile Product Development, Kanban Principles, Lean Methodologies

    4.8 stars, 73 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (73) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Disability Awareness and Support

    Skills you'll gain: Educational Materials, Web Content Accessibility Guidelines, Disabilities, Education and Training, Adaptive Equipment, Instructional Design, Education Software and Technology, Case Studies, Diversity Training, Student Support and Services, Student Services, Diversity Awareness, Higher Education, Diversity Equity and Inclusion Initiatives

    4.6 stars, 333 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (333) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Gen AI Agents: Transform Your Organization

    Skills you'll gain: Generative AI Agents, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Gemini, Prompt Patterns, AI Enablement, AI Product Strategy, Agentic Workflows, Prompt Engineering Tools, Agentic systems, Strategic Planning, LLM Application, Google Cloud Platform, AI Workflows, Customer experience improvement, Organizational Strategy, Tool Calling, Innovation, Organizational Change

    4.7 stars, 491 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (491) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Cyber Security: Essentials for AI

    Skills you'll gain: Data Security, Security Testing, Threat Detection, Cyber Threat Intelligence, Cyber Attacks, Cyber Risk, Cyber Security Strategy, AI Integrations, Intrusion Detection and Prevention, Cyber Threat Hunting, Data Management, Cybersecurity, Cyber Governance, Artificial Intelligence and Machine Learning (AI/ML), Security Management, Security Awareness, Security Strategy, AI Product Strategy, Security Software, Generative AI

    4.7 stars, 51 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (51) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Foundations of Neural Networks: Johns Hopkins University
  • Statistical Estimation for Data Science and AI: University of Colorado Boulder
  • Medical Image Processing: MathWorks
  • Foundational Skills for Communicating About Health: University of Michigan
  • Math for MBA and GMAT Prep: Emory University
  • Intelligent Machining: University at Buffalo
  • Getting Started with Azure: LearnQuest
  • Financial Analysis & Investment Strategy Mastery: EDUCBA
  • Foundations of Agile Project Management: Google
  • Disability Awareness and Support: University of Pittsburgh

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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