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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


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    SkillUp

    Foundations of AI in Healthcare

    Skills you'll gain: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Clinical Informatics, Clinical Research, Artificial Intelligence, MLOps (Machine Learning Operations), Health Informatics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Analysis

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
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    Universidad Nacional Autónoma de México

    Evaluación educativa

    Skills you'll gain: Peer Review, Program Evaluation, Training Programs, Qualitative Research, Surveys, Education Software and Technology, Teaching, Health Assessment, Psychosocial Assessments, Instructional and Curriculum Design, Curriculum Development, Psychological Evaluations, Educational Materials, Clinical Assessment, Curriculum Planning, Statistical Analysis, Student-Centred Learning, Higher Education, Instructional Strategies, Survey Creation

    4.8
    Rating, 4.8 out of 5 stars
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    870 reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

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    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Data Analysis Software, NumPy, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
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    270 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    Microsoft

    AI agent fundamentals with Azure AI Foundry

    Skills you'll gain: Prompt Engineering, Microsoft Azure, Development Testing, Application Deployment, LLM Application, Multimodal Prompts, Artificial Intelligence, Test Case, Agentic systems, Retrieval-Augmented Generation, Application Programming Interface (API), Natural Language Processing, Technical Documentation

    3.6
    Rating, 3.6 out of 5 stars
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    18 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    University of Colorado Boulder

    Real-Time Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Embedded Software, Software Design, System Design and Implementation, Embedded Systems, System Programming, Software Systems, Electronic Systems, Systems Design, Hardware Architecture, Software Architecture, Requirements Analysis, Real Time Data, Linux, Service Level, OS Process Management, System Requirements, Debugging, Algorithms

    Build toward a degree

    4
    Rating, 4 out of 5 stars
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    122 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

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    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Classification Algorithms, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Decision Tree Learning, Data Mining, Exploratory Data Analysis, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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    Universidad de los Andes

    Introducción a la ciencia de datos aplicada

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Data Modeling, Statistical Modeling, Design Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    446 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    National Academy of Sports Medicine

    National Academy of Sports Medicine Nutrition Essentials

    Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Nutritional Assessment, Nutrition Care Plans, Nutrition Education, Sports Medicine, Exercise Science, Coaching, Public Health and Disease Prevention

    4.6
    Rating, 4.6 out of 5 stars
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    85 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    EDHEC Business School

    Global Financing Solutions (by EDHEC and SociƩtƩ GƩnƩrale)

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Mergers & Acquisitions, Capital Markets, Project Finance, Investment Banking, Financial Services, Corporate Finance, Loans, Asset Management, Sustainable Development, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
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    203 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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    University of Glasgow

    Data mining of Clinical Databases - CDSS 1

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

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    University of Pennsylvania

    The Power of Team Culture

    Skills you'll gain: Intercultural Competence, Team Management, Team Building, Team Leadership, Cultural Diversity, Team Motivation, Culture, Diversity Awareness, Organizational Development, Performance Analysis, Leadership

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    542 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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    Universidad Nacional Autónoma de México

    Sesenta aƱos de inteligencia artificial

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Data Ethics, Liberal Arts, Social Sciences, Social Impact, Emerging Technologies, Human Computer Interaction

    4.7
    Rating, 4.7 out of 5 stars
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    485 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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

  • Foundations of AI in Healthcare:Ā SkillUp
  • Evaluación educativa:Ā Universidad Nacional Autónoma de MĆ©xico
  • Python and Pandas for Data Engineering:Ā Duke University
  • AI agent fundamentals with Azure AI Foundry:Ā Microsoft
  • Real-Time Embedded Systems:Ā University of Colorado Boulder
  • Data Analytics Foundations for Accountancy II:Ā University of Illinois Urbana-Champaign
  • Introducción a la ciencia de datos aplicada:Ā Universidad de los Andes
  • National Academy of Sports Medicine Nutrition Essentials:Ā National Academy of Sports Medicine
  • Global Financing Solutions (by EDHEC and SociĆ©tĆ© GĆ©nĆ©rale):Ā EDHEC Business School
  • Data mining of Clinical Databases - CDSS 1:Ā University of Glasgow

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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