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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 Pennsylvania

    Single Variable Calculus

    Skills you'll gain: Calculus, Numerical Analysis, Applied Mathematics, Integral Calculus, Differential Equations, Mathematical Theory & Analysis, Advanced Mathematics, Estimation, Derivatives

    ★ 4.6 (474) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Cluster Analysis in Data Mining

    Skills you'll gain: Unsupervised Learning, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Spatial Analysis, Machine Learning Methods, Model Evaluation, Statistical Methods, Taxonomy, Exploratory Data Analysis, Algorithms, Verification And Validation

    ★ 4.5 (411) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    SQL for Data Analysis and Business Insights

    Skills you'll gain: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Data Import/Export, Database Management, Query Languages, Database Software, Report Writing, GitHub, Performance Tuning, Jupyter

    ★ 4.5 (1K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    STARWEAVER

    AI for Non-Technical Professionals

    Skills you'll gain: Responsible AI, Google Gemini, Generative AI, ChatGPT, Anthropic Claude, AI Enablement, AI literacy, AI Product Strategy, Microsoft Copilot, Gemini, AI powered creativity, AI Workflows, GitHub Copilot, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI Integrations, Data Management, Business Leadership, Professional Development, Business Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Introduction to Artificial Intelligence

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Machine Learning, Machine Learning Algorithms, AI literacy, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Law, Regulation, and Compliance, Classification Algorithms, Regulation and Legal Compliance

    ★ 4.5 (74) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google Cloud

    Essential Google Cloud Infrastructure: Foundation

    Skills you'll gain: Cloud Infrastructure, Infrastructure As A Service (IaaS), Infrastructure Architecture, Cloud Computing Architecture, Google Cloud Platform, Virtual Machines, Cloud Computing, Virtual Networking, Cloud Platforms, Network Planning And Design, Cloud Management, Cloud Storage, Virtualization and Virtual Machines, Network Infrastructure, Network Architecture, Computer Networking, General Networking

    ★ 4.7 (17K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    SkillsBooster Academy

    AI-First Professional Skills

    Skills you'll gain: AI literacy, Anthropic Claude, Prompt Engineering, Google Gemini, LinkedIn, Interviewing Skills, Microsoft Copilot, Artificial Intelligence, Professional Development, Data Analysis, Communication, Google Sheets, Presentations, Google Workspace, Personal Development, Google Docs, Microsoft PowerPoint, Writing and Editing, Learning Strategies, Productivity

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • U

    University at Buffalo

    Digital Manufacturing & Design Technology

    Skills you'll gain: Model Based Systems Engineering, Peer Review, Programmable Logic Controllers, Systems Engineering, Product Lifecycle Management, Intrusion Detection and Prevention, Security Controls, Performance Measurement, Collaborative Software, Control Systems, Continuous Monitoring, Anomaly Detection, Manufacturing and Production, Machine Controls, Incident Response, Digital Transformation, Cyber Attacks, Vulnerability Assessments, Cybersecurity, Manufacturing Operations

    ★ 4.6 (7.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Geneva

    Understanding Financial Markets

    Skills you'll gain: Financial Systems, Financial Market, Capital Markets, Portfolio Management, Investments, Market Dynamics, Securities (Finance), Equities, Investment Management, Investment Banking, Portfolio Risk, Financial Policy, Economics, Risk Analysis, Banking, Risk Management, Return On Investment, Financial Analysis

    ★ 4.8 (6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Pearson

    Cognition, Motivation and Emotion

    Skills you'll gain: Problem Solving, Decision Making, Psychology, Human Learning, Critical Thinking and Problem Solving, Critical Thinking, Emotional Intelligence, Personal Development, Self-Awareness, Self-Motivation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Michigan State University

    Write Your First Novel

    Skills you'll gain: Peer Review, Storytelling, Writing and Editing, Editing, Constructive Feedback, Content Creation, Follow Through, Oral Expression, Creative Thinking, Goal Setting, Self-Discipline

    ★ 4.3 (376) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
  • S

    Stanford University

    AI in Healthcare Capstone

    Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning

    ★ 4.7 (325) · Mixed · Course · 1 - 3 Months

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

  • Single Variable Calculus: University of Pennsylvania
  • Cluster Analysis in Data Mining: University of Illinois Urbana-Champaign
  • SQL for Data Analysis and Business Insights: Coursera
  • AI for Non-Technical Professionals: STARWEAVER
  • Introduction to Artificial Intelligence: University of Illinois Urbana-Champaign
  • Essential Google Cloud Infrastructure: Foundation: Google Cloud
  • AI-First Professional Skills: SkillsBooster Academy
  • Digital Manufacturing & Design Technology: University at Buffalo
  • Understanding Financial Markets: University of Geneva
  • Cognition, Motivation and Emotion: Pearson

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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