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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: Free
    Free
    A

    Amazon Web Services

    Responsible AI Practices

    Skills you'll gain: Responsible AI, AI Security, Human Centered Design, Data Ethics, Model Evaluation, Artificial Intelligence, AWS SageMaker

    3.9
    Rating, 3.9 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Statistics for Data Science Essentials

    Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    Match Teacher Residency

    Учительський коучинг: сприяння розвитку сталих змін

    Skills you'll gain: Growth Mindedness, Constructive Feedback, Train The Trainer, Education and Training, Coaching, Optimism, Teaching, Pedagogy, Lifelong Learning, Instructional Strategies, Classroom Management, Open Mindset, Verbal Communication Skills, Goal Setting, Planning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Indian Institute of Technology Guwahati

    Foundations and Advanced Practices in UX Design

    Skills you'll gain: User Research, UI/UX Research, User Experience, Competitive Analysis, User Experience Design, Information Architecture, Interaction Design, User Flows, Persona (User Experience), Qualitative Research, User Centered Design, User Interface (UI) Design, Wireframing, Human Computer Interaction, Usability, User Interface (UI), Usability Testing, Conceptual Design, Research Methodologies, Focus Group

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    U

    University of Pennsylvania

    Creativity In Business and Other Disciplines

    Skills you'll gain: Creative Thinking, Creativity, Creative Problem-Solving, Ideation, Innovation, Architectural Design, Problem Solving, Design Thinking, Artificial Intelligence and Machine Learning (AI/ML), Entrepreneurship, Artificial Intelligence, Advertising, Marketing, Game Design, Consumer Behaviour, Experimentation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Building Web Pages with HTML & CSS

    Skills you'll gain: GitHub, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Git (Version Control System), HTML and CSS, Web Design and Development, Web Development, Front-End Web Development, Web Content Accessibility Guidelines, Cloud Hosting, Debugging, Semantic Web, Web Analytics and SEO, Responsive Web Design

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Curtis Institute of Music

    Exploring Beethoven’s Piano Sonatas Part 2

    Skills you'll gain: Classical Music, Music Theory, Music, Music History, Musical Composition

    5
    Rating, 5 out of 5 stars
    ·
    167 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet

    Skills you'll gain: Prompt Engineering, ChatGPT, HubSpot CRM, Scripting, Google Sheets, Workflow Management, Automation, Gmail, Data Pipelines, JSON

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Introduction to Digital Health Entrepreneurship

    Skills you'll gain: Health Technology, Telehealth, Health Systems, Healthcare Industry Knowledge, Health Care, Medicaid, Medical Terminology, Health Policy, Entrepreneurship, Payment Systems, Medicare, Social Determinants Of Health, Value-Based Care, Data-Driven Decision-Making

    4.4
    Rating, 4.4 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Employee Engagement: Driving Real-Time Insights

    Skills you'll gain: Responsible AI, Employee Engagement, HR Tech, AI Personalization, AI Enablement, Generative AI, Employee Surveys, Human Resource Strategy, Employee Retention, Data Ethics, Real Time Data, Case Studies, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Rapid Prototyping of Embedded Interface Designs

    Skills you'll gain: Human Computer Interaction, Embedded Systems, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Usability, HTML and CSS, Real-Time Operating Systems, Internet Of Things, jQuery, Mobile Development, Telecommunications, Cross Platform Development, Artificial Intelligence and Machine Learning (AI/ML)

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    SkillUp

    Prep for Microsoft Azure Data Engineer Associate Cert DP-203

    Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Responsible AI Practices: Amazon Web Services
  • Statistics for Data Science Essentials: University of Pennsylvania
  • Учительський коучинг: сприяння розвитку сталих змін: Match Teacher Residency
  • Foundations and Advanced Practices in UX Design: Indian Institute of Technology Guwahati
  • Creativity In Business and Other Disciplines: University of Pennsylvania
  • Building Web Pages with HTML & CSS: University of Washington
  • Exploring Beethoven’s Piano Sonatas Part 2: Curtis Institute of Music
  • ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet: Vanderbilt University
  • Introduction to Digital Health Entrepreneurship: Johns Hopkins University
  • GenAI for Employee Engagement: Driving Real-Time Insights: 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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