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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


  • U

    University of California San Diego

    Mathematical Thinking in Computer Science

    Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Combinatorics, Algorithms, Python Programming, Computer Science, Program Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Evaluate and Apply Ethical AI Models

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Vector Database Fundamentals

    Skills you'll gain: Vector Databases, AI Personalization, Hugging Face, MongoDB, Embeddings, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Artificial Intelligence, Apache Cassandra, Text Mining, Machine Learning, Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    72 reviews

    Intermediate · Specialization · 1 - 3 Months

  • J

    John Wiley & Sons

    Problem Solving Skills and Critical Thinking

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Developing Industrial Internet of Things

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, Internet Of Things, Product Development, Data Preprocessing, Analytics, Embedded Software, Embedded Systems, File Systems, New Product Development, Data Analysis, Debugging, Model Based Systems Engineering, Wireless Networks, General Networking, Computer Engineering, Cybersecurity, IBM Cloud, Failure Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    855 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI Ops: Running Powerful Generative AI Systems

    Skills you'll gain: Cloud Security, Emotional Intelligence, Stakeholder Management, Risking, Data Ethics, Data Governance, Data Security, Executive Presence, Professional Development, AI Enablement, AI Product Strategy, Infrastructure as Code (IaC), Financial Forecasting, Systems Architecture, Cloud Technologies, Application Deployment, Continuous Deployment, Terraform, Incident Management, Performance Tuning

    Intermediate · Professional Certificate · 3 - 6 Months

  • S

    Simplilearn

    Foundations of Six Sigma Define Phase Training

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Continuous Improvement Process, Six Sigma Methodology, Process Improvement, Quality Improvement, Performance Metric, Project Scoping, Project Planning, Business Metrics, Process Analysis, Business Process, Pareto Chart, Waste Minimization, Problem Solving, Cost Benefit Analysis

    Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Pitching, Marketing and Sales For Startups

    Skills you'll gain: Value Propositions, Entrepreneurship, Social Media Marketing, Sales, Storytelling, Social Media Strategy, Marketing Strategies, Data-Driven Decision-Making, Customer Insights, Presentations, Fundraising and Crowdsourcing, Market Opportunities, Business Development, Business Modeling, Public Speaking, Strategic Partnership, Professional Networking

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Foundations of Public Health Practice

    Skills you'll gain: Public Health, Public Health and Disease Prevention, Health Equity, Health Disparities, Health Promotion, Microbiology, Health Assessment, Sanitation, Program Evaluation, Healthcare Ethics, Epidemiology, Infectious Diseases, Health Policy, Preventative Care, Environment Health And Safety, Behavioral Economics, Health Education, Intelligence Collection and Analysis, Applied Behavior Analysis, Social Determinants Of Health

    4.7
    Rating, 4.7 out of 5 stars
    ·
    694 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    John Wiley & Sons

    Corporate Finance for Dummies

    Beginner · Course · 3 - 6 Months

  • S

    SkillUp

    Office Productivity Software

    Skills you'll gain: Email Security, Productivity Software, Microsoft Outlook, File Management, Collaborative Software, Presentations, Microsoft Teams, Google Docs, Calendar Management, Microsoft PowerPoint, Control Panels, Gmail, Slack (Software), Microsoft Office, Microsoft Word, Spreadsheet Software, Setting Appointments, Google Workspace, Google Sheets, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    580 reviews

    Beginner · Specialization · 3 - 6 Months

  • T

    Technical University of Munich (TUM)

    Advanced Lean Production & Continuous Improvement

    Skills you'll gain: Lean Manufacturing, Quality Improvement, Production Schedule, Production Process, Kaizen Methodology, Quality Management, Production Management, Continuous Improvement Process, Lean Methodologies, Lean Six Sigma, Process Improvement, Scheduling, Quality Control, Operational Efficiency, Process Analysis, Business Process Management, Kanban Principles, Workflow Management, Capacity Management

    Beginner · Course · 1 - 3 Months

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

  • Mathematical Thinking in Computer Science: University of California San Diego
  • Evaluate and Apply Ethical AI Models: Coursera
  • Vector Database Fundamentals: IBM
  • Problem Solving Skills and Critical Thinking: John Wiley & Sons
  • Developing Industrial Internet of Things: University of Colorado Boulder
  • GenAI Ops: Running Powerful Generative AI Systems: Coursera
  • Foundations of Six Sigma Define Phase Training: Simplilearn
  • Pitching, Marketing and Sales For Startups: Macquarie University
  • Foundations of Public Health Practice: Imperial College London
  • Corporate Finance for Dummies: John Wiley & Sons

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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