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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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    A

    AI CERTs

    AI for Healthcare

    Skills you'll gain: Medical Imaging, Healthcare Ethics, Machine Learning, Predictive Modeling, Healthcare Industry Knowledge, Health Informatics, Natural Language Processing, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Patient Observation, Generative AI Agents, AI Personalization, Diagnostic Tests, Treatment Planning, Generative AI, Computer Science, Medical Support, Business Strategy, Business

    Intermediate · Course · 1 - 3 Months

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    Technion - Israel Institute of Technology

    Nanotechnology and Nanosensors, Part 2

    Skills you'll gain: Materials science, Semiconductors, Medical Devices, Biomedical Engineering, Chemistry, Analytical Testing, Laboratory Testing, Electronics, Electrical Engineering, Analytical Chemistry, Chemical Engineering, Manufacturing Processes

    4.8
    Rating, 4.8 out of 5 stars
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    237 reviews

    Mixed · Course · 1 - 3 Months

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    Knowledge Accelerators

    The ABC's of GDPR: Protecting Privacy in an Online World

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Law, Regulation, and Compliance, Compliance Management, Regulation and Legal Compliance, Regulatory Requirements, Data Ethics, Compliance Reporting, Data Governance, Data Security, Data Management, Data Integrity, Data Processing

    4.9
    Rating, 4.9 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Transforming Education in an Interconnected World

    Skills you'll gain: Continuous Improvement Process, Student-Centred Learning, Innovation, Education and Training, Process Improvement, Instructional Strategies, Higher Education, Program Evaluation, International Relations, Systems Thinking, Adult Learning Principles, Visionary, Community Organizing, Policy Analysis, Leadership, Community Development, Empowerment, Collaboration, Leadership and Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    65 reviews

    Beginner · Specialization · 3 - 6 Months

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    Tecnológico de Monterrey

    Fundamentos de la Psicología

    Skills you'll gain: Psychology, Personal Development, Oncology, Health Promotion, Behavioral Health, Mental and Behavioral Health Specialties, Public Health and Disease Prevention, Social Work, Empowerment, Health Care, Human Learning, Self-Awareness, Mental Health, Positive Behavior Support, Community Development, Resilience, Human Development, Scientific Methods, Social Sciences, Culture

    4.8
    Rating, 4.8 out of 5 stars
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    487 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    Codio

    Python Basics: Selection and Iteration

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Scripting, Computational Logic, Scripting Languages, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
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    269 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad Austral

    Educación Básica en Contextos Rurales

    Skills you'll gain: Teaching, Differentiated Instruction, Program Evaluation, Community Outreach, Education and Training, Community Development, Cultural Diversity, Classroom Management, Curriculum Development, Lesson Planning, K-12 pedagogy, Instructional Strategies, Curriculum Planning, Public Policies, Student-Centred Learning, Pedagogy, Mentorship, Planning, Social Justice, Policty Analysis, Research, and Development

    4.8
    Rating, 4.8 out of 5 stars
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    551 reviews

    Beginner · Specialization · 3 - 6 Months

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    Y

    Yonsei University

    Hands-on Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Preprocessing, Natural Language Processing, Classification Algorithms, Data Analysis, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning

    3.9
    Rating, 3.9 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Thermodynamique : fondements

    Skills you'll gain: Mechanical Engineering, Engineering, Thermal Management, Physics, Chemical Engineering, Engineering Calculations, Engineering Analysis, Materials science, Energy and Utilities, Chemistry, Calculus, Physical Science, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    58 reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Building Candlestick Charts with Google Sheets

    Skills you'll gain: Technical Analysis, Google Sheets, Market Data, Data Visualization, Trend Analysis, Web Scraping, Data Visualization Software

    4.2
    Rating, 4.2 out of 5 stars
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    299 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Introduction to Python Fundamentals

    Skills you'll gain: Programming Principles, Computer Programming, Data Manipulation, Python Programming, Scripting Languages, Scripting, Data Structures, Data Science

    4.8
    Rating, 4.8 out of 5 stars
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    225 reviews

    Beginner · Course · 1 - 4 Weeks

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    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

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

  • AI for Healthcare: AI CERTs
  • Nanotechnology and Nanosensors, Part 2: Technion - Israel Institute of Technology
  • The ABC's of GDPR: Protecting Privacy in an Online World : Knowledge Accelerators
  • Transforming Education in an Interconnected World: University of Michigan
  • Fundamentos de la Psicología: Tecnológico de Monterrey
  • Python Basics: Selection and Iteration: Codio
  • Educación Básica en Contextos Rurales: Universidad Austral
  • Hands-on Text Mining and Analytics: Yonsei University
  • Thermodynamique : fondements: École Polytechnique Fédérale de Lausanne
  • Building Candlestick Charts with Google Sheets: 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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