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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


  • T

    The State University of New York

    Digital Information Literacy

    Skills you'll gain: Digital Design, digital literacy, Infographics, Content Creation, Graphic Design, Digital Publishing, Multimedia, Creative Design, Visual Design, Open Source Technology, Document Management, Peer Review, Communication, Design Thinking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    142 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Hot New Release
    Hot New Release
    M

    Microsoft

    Microsoft Power BI Developer and Architect

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Interactive Data Visualization, Azure Synapse Analytics, Database Design, Enterprise Architecture, Business Reporting, Microsoft Azure, Business Intelligence, Enterprise Security, Data Lakes, Data Governance, Solution Architecture, Data Management, Performance Analysis, Analytics, Governance, Regulation and Legal Compliance, Automation

    3.7
    Rating, 3.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • D

    Duke University

    Strategy and Innovation for Agile Organizations

    Skills you'll gain: Digital Transformation, Agile Product Development, Market Trend, Business Transformation, Operational Efficiency, Strategic Thinking, Customer Insights, Customer experience strategy (CX), Innovation, Market Opportunities, Business Strategy, Customer Engagement, Technology Strategies, New Product Development, Business Modeling, Competitive Intelligence, Business Technologies, Organizational Change, Business Strategies, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    97 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Evaluación del y para el aprendizaje: enfoque cuantitativo

    Skills you'll gain: Program Evaluation, Formal Learning, Education and Training, Teaching, Survey Creation, Research Design, Instructional Design, Education Software and Technology, Qualitative Research, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    148 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Estimation, Numerical Analysis, Applied Mathematics, Electrical Engineering, Mathematical Modeling, Linear Algebra, Physics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Программирование для всех (начало работы с Python)

    Skills you'll gain: Programming Principles, Computer Programming, Code Reusability, Python Programming, Program Development, Software Installation, Computational Logic, IT Automation, Computational Thinking, Data Storage, Development Environment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    106 reviews

    Mixed · Course · 1 - 3 Months

  • A

    American Psychological Association

    Discover Yourself, Build Relationships, and Navigate Groups

    Skills you'll gain: Self-Awareness, Self-Discipline, Relationship Building, Personal Development, Psychology, Relationship Management, Self-Motivation, Culture, Emotional Intelligence, Cultural Diversity, Behavior Management, Decision Making, Goal Setting, Motivational Skills, Social Studies, Sociology, Social Sciences, Interpersonal Communications, Decision Intelligence, Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    CUDA at Scale for the Enterprise

    Skills you'll gain: Image Analysis, Event-Driven Programming, Scalability, Dataflow, Digital Signal Processing, Distributed Computing, C++ (Programming Language), Program Development, Performance Tuning, Memory Management, Algorithms

    3.3
    Rating, 3.3 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • K

    KodeKloud

    AWS Certified AI Practitioner

    Skills you'll gain: Amazon Bedrock, AWS SageMaker, Generative Model Architectures, Risking, Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, AWS Identity and Access Management (IAM), Cloud Solutions, Cloud Engineering, Cloud Development, Cloud Computing, Cloud Management, Cloud Services, Automation

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    ChatGPT Playground for Beginners: Intro to NLP AI

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Context Engineering, ChatGPT, Patient Communication, Large Language Modeling, Generative AI, Token Optimization, AI Personalization, Telehealth, Health Technology, Artificial Intelligence, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    80 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Building Trustworthy AI

    Skills you'll gain: AI Security, Responsible AI, Threat Modeling, Governance Risk Management and Compliance, Compliance Management, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Large Language Modeling, Vulnerability Assessments

    3.6
    Rating, 3.6 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Spacecraft Dynamics Capstone: Mars Mission

    Skills you'll gain: Control Systems, Simulation and Simulation Software, Numerical Analysis, Simulations, Engineering Analysis, Torque (Physics), Mathematical Modeling, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    51 reviews

    Advanced · Course · 1 - 3 Months

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

  • Digital Information Literacy: The State University of New York
  • Microsoft Power BI Developer and Architect: Microsoft
  • Strategy and Innovation for Agile Organizations: Duke University
  • Evaluación del y para el aprendizaje: enfoque cuantitativo: Universidad Nacional Autónoma de México
  • Approximation Methods: University of Colorado Boulder
  • Программирование для всех (начало работы с Python): University of Michigan
  • Discover Yourself, Build Relationships, and Navigate Groups: American Psychological Association
  • CUDA at Scale for the Enterprise: Johns Hopkins University
  • AWS Certified AI Practitioner: KodeKloud
  • ChatGPT Playground for Beginners: Intro to NLP AI: 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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