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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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    Packt

    Advanced Java APIs and Functional Programming

    Skills you'll gain: Secure Coding, Maintainability, Hardening, Java Programming, Software Design Patterns, Application Security, Software Design, Java, Software Architecture, Memory Management, Object Oriented Design, API Design, Code Reusability, Software Development, Object Oriented Programming (OOP), Functional Design, Application Programming Interface (API), Interoperability, System Programming, C (Programming Language)

    Advanced · Course · 1 - 4 Weeks

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    Imperial College London

    Customising your models with TensorFlow 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Data Pipelines, Keras (Neural Network Library), Transfer Learning, Deep Learning, Convolutional Neural Networks, Natural Language Processing, Model Training, Data Processing, AI Workflows, Data Preprocessing, Embeddings

    4.8
    Rating, 4.8 out of 5 stars
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    196 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Generative AI for Developers - How To Use AI In Your Workday

    Skills you'll gain: Vibe coding, Data Migration, AI Product Strategy, Database Management, Database Design, Technical Writing, Generative AI, Technical Communication, AI literacy, AI Enablement, AI Integrations, Data Validation, Prompt Engineering, Software Documentation, Technical Documentation, Email Automation, AI Workflows, Code Review, Prioritization, Automated External Defibrillator

    Intermediate · Course · 3 - 6 Months

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    Imperial College London

    Digital Health

    Skills you'll gain: Health Technology, Data Presentation, Data Visualization Software, Telehealth, Agile Methodology, Interactive Data Visualization, Health Disparities, Health Informatics, Health Care Procedure and Regulation, Health Systems, Electronic Medical Record System, Electronic Medical Record, Health Equity, Interoperability, Public Health, Digital Analysis, Tableau Software, Data Ethics, Digital Transformation, User Centered Design

    4.6
    Rating, 4.6 out of 5 stars
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    368 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Pearson

    Prenatal Development and Infancy

    Skills you'll gain: Childbirth, Maternal Health, Child Health, Prenatal Care, Child Development, Human Development, Infant Care, Postpartum Care, Childhood Education and Development, Sensory Systems Analysis, Mental and Behavioral Health

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Data Transformation

    3.9
    Rating, 3.9 out of 5 stars
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    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    CertNexus

    Promote the Ethical Use of Data-Driven Technologies

    Skills you'll gain: Data Ethics, Responsible AI, Risking, Emerging Technologies, Business Ethics, Ethical Standards And Conduct, Information Privacy, Technology Strategies, Diversity Awareness, Law, Regulation, and Compliance, Artificial Intelligence, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    303 reviews

    Beginner · Course · 1 - 3 Months

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    The University of Edinburgh

    Chicken Behaviour and Welfare

    Skills you'll gain: Ethical Standards And Conduct, Behavior Management, Sensory Systems Analysis, Human Learning, Endocrinology

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 3 Months

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    University of Cambridge

    Introduction to Cognitive Psychology and Neuropsychology

    Skills you'll gain: Sensory Systems Analysis, Human Learning, Psychology, Magnetic Resonance Imaging, Medical Imaging, Neurology, Research Methodologies, Research, Human Development, Learning Theory, Research Design, Electrophysiology, Physiology

    4.6
    Rating, 4.6 out of 5 stars
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    110 reviews

    Mixed · Course · 1 - 3 Months

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    John Wiley & Sons

    Maximizing Facebook: Marketplace & Features

    Skills you'll gain: Facebook, Fundraising, Fundraising and Crowdsourcing, Social Media, Social Media Content, Social Media Marketing, Social Media Management, Event Marketing, Social Media Strategy, Shared Media, Event Management, Content Scheduling, Content Strategy, Drive Engagement, Public Affairs, General Sales Practices, Content Creation, Selling Techniques, Online Advertising, Communication

    Intermediate · Course · 1 - 3 Months

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    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

    Skills you'll gain: NumPy, Matplotlib, Plot (Graphics), Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Processing, Statistical Analysis, Mathematics and Mathematical Modeling, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Meaning Patterns: An Introduction to Multimodal Semiotics

    Skills you'll gain: Language Interpretation, Translation, and Studies, Culture, Research, Non-Verbal Communication, Literacy, Persuasive Communication, Design, Sociology, Writing, Social Sciences, Grammar, Electronic Media, Social Justice, Social Impact, AI Integrations

    Beginner · Course · 1 - 3 Months

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

  • Advanced Java APIs and Functional Programming: Packt
  • Customising your models with TensorFlow 2: Imperial College London
  • Generative AI for Developers - How To Use AI In Your Workday: Packt
  • Digital Health: Imperial College London
  • Prenatal Development and Infancy: Pearson
  • Facial Expression Recognition with PyTorch: Coursera
  • Promote the Ethical Use of Data-Driven Technologies: CertNexus
  • Chicken Behaviour and Welfare: The University of Edinburgh
  • Introduction to Cognitive Psychology and Neuropsychology: University of Cambridge
  • Maximizing Facebook: Marketplace & Features: John Wiley & Sons

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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