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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


  • A
    A

    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, AI Personalization, Ideation, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Planning, Project Planning, Business Planning, Project Management, Business

    4.7 stars, 121 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (121) · Beginner · Specialization · 1 - 3 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of California, Davis

    AI Agents: From Prompts to Multi-Agent Systems

    Skills you'll gain: Prompt Engineering, Generative AI Agents, AI Workflows, Prompt Patterns, Agentic Workflows, Agentic systems, Generative AI, AI literacy, Artificial Intelligence, Responsible AI, Risking, Algorithms

    4.7 stars, 207 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • U

    University of Glasgow

    Data Mining of Clinical Databases

    Skills you'll gain: Descriptive Analytics, ICD Coding (ICD-9/ICD-10), Health Informatics, Clinical Data Management, Medical Records, Data Mining, Medical Coding, Electronic Medical Record System, Electronic Medical Record, Patient Flow, Predictive Analytics, Clinical Research, Database Design, Health Information Management, Descriptive Statistics, Applied Machine Learning, Predictive Modeling, Relational Databases, Precision Medicine, Data Access

    4.6 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Data Science in Real Life

    Skills you'll gain: Data Quality, Data Presentation, Data Management, Technical Communication, Data Analysis, Statistical Methods, Analytical Skills, Data-Driven Decision-Making, Data Science, Statistical Machine Learning, Statistical Inference, Statistics, A/B Testing, Statistical Modeling

    4.5 stars, 2.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (2.4K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Inferential Statistical Analysis with Python

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Data-Driven Decision-Making, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Analysis, Statistical Programming, Python Programming

    4.6 stars, 937 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (937) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    Health, Stress, and Theories of Personality

    Skills you'll gain: Self-Awareness, Stress Management, Personal Development, Personal Attributes, Social Skills, Mental Health, Behavioral Health, Psychology, Resilience, Scientific Methods, Psychological Evaluations, Research

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Rice University

    Engineering Project Management: Scope, Time and Cost Management

    Skills you'll gain: Cost Estimation, Project Scoping, Cost Management, Scope Management, Project Estimation, Project Schedules, Earned Value Management, Scheduling, Change Control, Work Breakdown Structure, Project Controls, Estimation, Requirements Management, Timelines, Change Management, Budget Management, Project Management, Planning, Project Documentation, Project Performance

    4.8 stars, 1.5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1.5K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Java Concurrency, Performance, and Networking

    Skills you'll gain: Java Programming, Java, Performance Tuning, Memory Management, Web Servers, Web Applications, Server Side, Computer Networking, TCP/IP, OS Process Management, Context Management, Software Development, Encryption, Network Protocols, Scalability, Maintainability

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Precalculus: Relations and Functions

    Skills you'll gain: Graphing, Data Analysis, R (Software), R Programming, General Mathematics, Mathematical Modeling, Algebra, Mathematical Software, Applied Mathematics, Calculus, Business Mathematics

    4.7 stars, 231 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Preparing Data for Analytics in Microsoft Fabric

    Skills you'll gain: Data Modeling, Power BI, Data Lakes, Star Schema, Microsoft Power Platform, Database Design, Data Warehousing, Data Transformation, Extract, Transform, Load, Business Reporting, Microsoft Azure, Data Validation, Analytics, Data Quality, Data Architecture, Generative AI, SQL, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Advanced Statistical Techniques for Data Science

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Statistical Programming, Data Analysis, Logistic Regression, Machine Learning, Verification And Validation

    4.5 stars, 50 reviews, Intermediate, Specialization, 3 - 6 Months

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

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

    John Wiley & Sons

    Financial Reporting, Analysis, and Budgeting

    Skills you'll gain: Financial Statement Analysis, Financial Reporting, Financial Acumen, Financial Statements, Financial Analysis, Financial Accounting, Annual Reports, Business Reporting, Cash Flows, Business Planning, Accounting, Budgeting, Business Valuation, Balance Sheet, Strategic Planning, Financial Forecasting, Income Statement, Business Strategies, Generally Accepted Accounting Principles (GAAP), Auditing

    Beginner · Course · 3 - 6 Months

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

  • Real-World AI for Everyone: Advancing Women in Tech
  • AI Agents: From Prompts to Multi-Agent Systems: University of California, Davis
  • Data Mining of Clinical Databases: University of Glasgow
  • Data Science in Real Life: Johns Hopkins University
  • Inferential Statistical Analysis with Python: University of Michigan
  • Health, Stress, and Theories of Personality: Pearson
  • Engineering Project Management: Scope, Time and Cost Management: Rice University
  • Java Concurrency, Performance, and Networking: Packt
  • Precalculus: Relations and Functions: Johns Hopkins University
  • Preparing Data for Analytics in Microsoft Fabric: Microsoft

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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