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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


  • C

    Coursera

    Production AI Model Development and Ethics

    Skills you'll gain: Responsible AI, Model Deployment, Feature Engineering, MLOps (Machine Learning Operations), Model Evaluation, Data Ethics, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Data Preprocessing, Machine Learning, Data Pipelines, Deep Learning, Software Documentation, Technical Documentation, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • U

    Università di Napoli Federico II

    Español Principiante A1

    Skills you'll gain: Spanish Language, Language Learning, Language Competency, Vocabulary, Oral Comprehension, Grammar, Culture

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Convolutional Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Transfer Learning, Deep Learning, Artificial Neural Networks, Keras (Neural Network Library), Tensorflow, PyTorch (Machine Learning Library), Data Preprocessing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    43K reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    AI for Medicine

    Skills you'll gain: Model Evaluation, Deep Learning, Statistical Analysis, Clinical Trials, Data Preprocessing, Risk Modeling, Treatment Planning, Data Analysis, Convolutional Neural Networks, Decision Tree Learning, Predictive Modeling, Feature Engineering, Patient Treatment, Image Analysis, Applied Machine Learning, AI Personalization, Diagnostic Radiology, Machine Learning, Random Forest Algorithm, Forecasting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Intermediate · Specialization · 1 - 3 Months

  • A

    Arizona State University

    Chino básico: La etiqueta social en los negocios

    Skills you'll gain: Telephone Skills, Setting Appointments, Cultural Sensitivity, Oral Expression, Verbal Communication Skills, Bilingual (Spanish/English), Vocabulary, Oral Comprehension, Language Learning, Business Communication, Professional Networking, Scheduling

    4.4
    Rating, 4.4 out of 5 stars
    ·
    87 reviews

    Mixed · Course · 1 - 3 Months

  • Status: AI Skills
    AI Skills
    I

    IBM

    IBM Data Science

    Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Exploratory Data Analysis, SQL, Unsupervised Learning, Interactive Data Visualization, Supervised Learning, Data Analysis, Model Evaluation, Data Manipulation, Data Literacy, Jupyter, Generative AI, Professional Networking, Data Import/Export

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    150K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • G

    Georgia Institute of Technology

    Lesson | Video Conferencing: Face to Face but Online

    Skills you'll gain: Business Communication, Verbal Communication Skills, Communication, Virtual Teams, Telecommuting, Meeting Facilitation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    38 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    Universitat Autònoma de Barcelona

    Oralpha: Literacy for new citizens, a course for trainers

    Skills you'll gain: Oral Comprehension, Multilingualism, Teaching, Intercultural Competence, Language Learning, Instructional Strategies, Pedagogy, Literacy, Diversity Training, Social Sciences, Student-Centred Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Vision Models: Train and Evaluate

    Skills you'll gain: Failure Analysis, Deep Learning, Applied Machine Learning, Data Pipelines, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • R

    Rice University

    The Role of Culture in Teaching English Learners

    Skills you'll gain: Diversity Awareness, Culture, Cultural Responsiveness, Intercultural Competence, Cultural Diversity, Teaching, Instructing, Curriculum Planning, Mathematics Education, Cultural Sensitivity, Education and Training, English Language, Language Learning, Pedagogy, Diversity Equity and Inclusion Initiatives, Student Engagement, Lesson Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • V

    Voxy

    Low Intermediate English: Planning & Organization

    Skills you'll gain: Organizational Skills, Planning, Productivity, Calendar Management, English Language, Vocabulary, Social Skills, Time Management, Language Learning, Language Competency, Verbal Communication Skills, Grammar, Oral Comprehension, Communication

    5
    Rating, 5 out of 5 stars
    ·
    22 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Balance and Analyze Image Segmentation

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Production AI Model Development and Ethics: Coursera
  • Español Principiante A1: Università di Napoli Federico II
  • Convolutional Neural Networks: DeepLearning.AI
  • AI for Medicine: DeepLearning.AI
  • Chino básico: La etiqueta social en los negocios: Arizona State University
  • IBM Data Science: IBM
  • Lesson | Video Conferencing: Face to Face but Online: Georgia Institute of Technology
  • Oralpha: Literacy for new citizens, a course for trainers: Universitat Autònoma de Barcelona
  • Vision Models: Train and Evaluate: Coursera
  • The Role of Culture in Teaching English Learners: Rice University

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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