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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

    Arizona State University

    Modern Statistics for Data-Driven Decision-Making

    Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Oracle Primavera P6 – Project Setup and Basic Management

    Skills you'll gain: Work Breakdown Structure, Calendar Management, Timelines, Project Schedules, Scheduling, Project Planning, Project Coordination, Project Management Software, Project Management, Milestones (Project Management), Relationship Management, Data Visualization, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Increase Reading Comprehension with Actively Learn

    Skills you'll gain: Teaching, Student Support and Services, Data Collection, Instructional Strategies, Education Software and Technology, Student Engagement, Classroom Management, Interactive Learning, Curriculum Planning, K-12 pedagogy, Social Studies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    149 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    النماذج المتعاقبة

    Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Keras (Neural Network Library), Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Javascript: The Basics

    Skills you'll gain: Javascript, Back-End Web Development, Front-End Web Development, Scripting, Event-Driven Programming, Web Applications, Mobile Development, HTML and CSS, Web Development, Scripting Languages

    4.3
    Rating, 4.3 out of 5 stars
    ·
    290 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • L

    Lecturio

    Nursing Prerequisites: Essential Sciences for Future Nurses

    Skills you'll gain: Microbiology, Pharmacology, Health Disparities, Psychosocial Assessments, Psychiatric And Mental Health Nursing, Molecular Biology, Infection Control, Infectious Diseases, Nursing Care, Biochemistry, Psychology, Molecular, Cellular, and Microbiology, Sociology, Cultural Sensitivity, Analytical Chemistry, Immunology, Behavior Management, Biology, Decision Making, Taxonomy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • U

    University of Michigan

    Feedback Loops: How to Give & Receive High-Quality Feedback

    Skills you'll gain: Constructive Feedback, Cooperation, Decision Making, Team Performance Management, Team Building, Teamwork, Peer Review, Team Management, Independent Thinking, Personal Development, Empathy, Professional Development, Self-Awareness, Rapport Building, Critical Thinking, Mentorship, Communication Strategies, People Management, Leadership Development, Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    85 reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    LearnKartS

    Ethical Hacking Fundamentals

    Skills you'll gain: Penetration Testing, Security Testing, Cybersecurity, Open Web Application Security Project (OWASP), Cyber Attacks, Cyber Security Assessment, Network Security, Security Awareness, Information Systems Security, Application Security, Cyber Risk, Network Monitoring, Cloud Security, Linux Commands, Artificial Intelligence, ChatGPT

    4.6
    Rating, 4.6 out of 5 stars
    ·
    198 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Cloud Deployment, Data Ethics, Data Validation, Image Quality

    Intermediate · Professional Certificate · 3 - 6 Months

  • U

    University of Geneva

    Cultures et pédagogies

    Skills you'll gain: Pedagogy, Teaching, Higher Education, Adult Education, Environmental Issue, Human Learning, Cultural Sensitivity, Cultural Diversity, Sustainable Development, Social Justice, Culture, Mindfulness, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 3 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

  • J

    Johns Hopkins University

    Community Change in Public Health

    Skills you'll gain: Community Health, Community Development, Public Health, Social Determinants Of Health, Health Promotion, Public Health and Disease Prevention, Health Disparities, Health Policy, Community and Social Work, Health Systems, Political Sciences, Program Evaluation, Cultural Diversity, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    175 reviews

    Mixed · Course · 1 - 3 Months

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

  • Modern Statistics for Data-Driven Decision-Making: Arizona State University
  • Oracle Primavera P6 – Project Setup and Basic Management: Packt
  • Increase Reading Comprehension with Actively Learn: Coursera
  • النماذج المتعاقبة: DeepLearning.AI
  • Introduction to Javascript: The Basics: Coursera
  • Nursing Prerequisites: Essential Sciences for Future Nurses: Lecturio
  • Feedback Loops: How to Give & Receive High-Quality Feedback: University of Michigan
  • Ethical Hacking Fundamentals: LearnKartS
  • Open Generative AI: Build with Open Models and Tools: Coursera
  • Cultures et pédagogies: University of Geneva

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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