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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


  • U

    University of Michigan

    Instructional Methods in Health Professions Education

    Skills you'll gain: Instructional Design, Adult Learning Principles, Teaching, Education Software and Technology, Learning Theory, Health Education, Digital pedagogy, Learning Styles, Clinical Practices, Technology Strategies, Liberal Arts

    ★ 4.7 (546) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Computer Vision in Microsoft Azure

    Skills you'll gain: Image Analysis, Microsoft Azure, Computer Vision, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Applied Machine Learning, Model Deployment, Model Training, Application Development, Data Capture, Classification Algorithms

    ★ 4.6 (132) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Pearson

    The Field of Psychology

    Skills you'll gain: Psychology, Scientific Methods, Science and Research, Human Learning, Research, Endocrinology, Biology, Mental and Behavioral Health, Research Methodologies, Neurology, Physiology, Anatomy

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • P

    Pontificia Universidad Católica de Chile

    Introducción a la Minería de Datos

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Manipulation, Data Management, Data Science, Unsupervised Learning, Supervised Learning, Algorithms, Transaction Processing

    ★ 4.6 (1.3K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Davis

    Professional Skills for the Workplace

    Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Empathy & Emotional Intelligence, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Creative Problem-Solving, Brainstorming, Complex Problem Solving, Active Listening, Critical Thinking, Resilience, Open Mindset, Independent Thinking, Professional Development, Action Oriented, Culture Transformation, Willingness To Learn, Growth Strategies

    ★ 4.8 (4.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    California Institute of the Arts

    Sharpened Visions: A Poetry Workshop

    Skills you'll gain: Writing and Editing, Peer Review, Editing, Writing, Storytelling, Language Competency, Creativity, English Language, Language Learning

    ★ 4.8 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Developing Interpersonal Skills

    Skills you'll gain: Constructive Feedback, Interpersonal Communications, Social Skills, Active Listening, Trustworthiness, Conflict Management, Assertiveness, Communication, Professionalism, Rapport Building, Professional Development, Communication Strategies, Influencing, Empathy, Emotional Intelligence, Personal Attributes, People Management

    ★ 4.7 (3.3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    Foundations of Prompt Engineering for Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Responsible AI, Generative Model Architectures, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Context Engineering, Data Ethics, Concision, Token Optimization, LLM Application, AI powered creativity, Natural Language Processing, Interaction Design

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Genomic Data Science and Clustering (Bioinformatics V)

    Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Taxonomy, Data Mining, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences, Anthropology, Statistical Methods

    ★ 4.1 (94) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Introduction to Python

    Skills you'll gain: Data Science, Web Applications, Python Programming, Data Analysis, Programming Principles, Artificial Intelligence, Computer Programming, Game Design

    ★ 4.5 (2.2K) · Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    ★ 4.4 (135) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • L

    Lund University

    Sustainable Cities and Communities

    Skills you'll gain: Sustainable Development, Climate Change Adaptation, Sustainable Systems, Land Development, Environmental Issue, Sustainable Technologies, Community Development, Sustainable Design, Sustainable Business, Governance, Economic Development, Socioeconomics, Social Impact, Systems Thinking, Environmental Science, Climate Change Mitigation, Case Studies, Energy and Utilities, Multimedia, Business Modeling

    ★ 4.7 (3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Instructional Methods in Health Professions Education: University of Michigan
  • Computer Vision in Microsoft Azure: Microsoft
  • The Field of Psychology: Pearson
  • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
  • Professional Skills for the Workplace: University of California, Davis
  • Sharpened Visions: A Poetry Workshop: California Institute of the Arts
  • Developing Interpersonal Skills: IBM
  • Foundations of Prompt Engineering for Generative AI: John Wiley & Sons
  • Genomic Data Science and Clustering (Bioinformatics V): University of California San Diego
  • Introduction to Python: 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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