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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


  • M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, Technical Communication, Data Storytelling, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Data Pipelines, Data Cleansing, Data Visualization Software, Data Preprocessing, Data Science, Autoencoders, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Specialization · 1 - 3 Months

  • S

    Salesforce

    Practical Guide to Navigating Professional Relationships

    Skills you'll gain: Business Writing, Writing, Verbal Communication Skills, Cultural Diversity, Empathy, Professional Development, Active Listening, Business Communication, Constructive Feedback, Diversity and Inclusion, Communication, Relationship Building, Public Speaking, Proactivity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    65 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Atlassian

    Introduction to Jira

    Skills you'll gain: Issue Tracking, Collaborative Software, Workflow Management, Project Management Software, Role-Based Access Control (RBAC), Prioritization

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Edinburgh

    Intellectual Humility: Practice

    Skills you'll gain: Empathy, Critical Thinking, Research, Diversity Awareness, Open Mindset, Emotional Intelligence, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    153 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Minnesota

    Advanced Models for Decision Making

    Skills you'll gain: Operations Research, Supply Chain, Workforce Management, Business Analytics, Applied Mathematics, Mathematical Modeling, Process Optimization, Manufacturing Operations, Operations Management, Workforce Planning, Financial Modeling, Business Analysis, Microsoft Excel, Resource Allocation, Finance, Analytics, Production Planning, Portfolio Management, Investment Management, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    The Measure Phase for the 6 σ Black Belt

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Process Capability, Lean Six Sigma, Data Collection, Sampling (Statistics), Probability Distribution, Process Analysis, Descriptive Statistics, Performance Measurement, Quality Improvement, Continuous Quality Improvement (CQI), Statistics, Probability, Systems Of Measurement, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    58 reviews

    Mixed · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Innovation & Entrepreneurship Mindset

    Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Strategic Thinking, Project Risk Management, Sustainable Business, Corporate Strategy, Risk Management, Value Propositions, New Product Development, Presentations, Business Management, Business Strategies, Entrepreneurial Finance, Business Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    100 reviews

    Beginner · Specialization · 3 - 6 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique Lagrangienne

    Skills you'll gain: Mechanics, Vibrations, Engineering Analysis, Advanced Mathematics, Physics, Engineering Calculations, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Applied Mathematics, Experimentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Numerical Analysis, Engineering Calculations, Applied Mathematics, Mathematical Modeling, Physics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Customer Service with Python: Build a Chatbot using ChatGPT

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Prompt Engineering, Customer Service, Customer Support, Application Programming Interface (API), User Flows, Test Case, Python Programming, Development Environment, Debugging

    4.2
    Rating, 4.2 out of 5 stars
    ·
    27 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    Edureka

    AI-Powered Decision Intelligence

    Skills you'll gain: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining

    Intermediate · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    Teaching Writing

    Skills you'll gain: Lesson Planning, Peer Review, Editing, Student-Centred Learning, Teaching, Writing, Writing and Editing, Syllabus Development, Instructional Strategies, Literacy, Student Engagement, Developing Training Materials, Storytelling, Empowerment, Course Development, Mentorship, Language Competency, Creativity, Case Studies, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    56 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Generative AI for Data Scientists: Microsoft
  • Practical Guide to Navigating Professional Relationships: Salesforce
  • Introduction to Jira: Atlassian
  • Intellectual Humility: Practice: The University of Edinburgh
  • Advanced Models for Decision Making: University of Minnesota
  • The Measure Phase for the 6 σ Black Belt: Kennesaw State University
  • Innovation & Entrepreneurship Mindset: Fundação Instituto de Administração
  • Mécanique Lagrangienne: École Polytechnique Fédérale de Lausanne
  • Approximation Methods: University of Colorado Boulder
  • Customer Service with Python: Build a Chatbot using ChatGPT: Coursera

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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