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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

    Università Bocconi

    Challenges of Agribusiness Management

    Skills you'll gain: Innovation, Competitive Analysis, Sustainable Development, Food and Beverage, Corporate Sustainability, Market Dynamics, Business, Supply Chain Management, Environment and Resource Management, Climate Change Adaptation, Economics, Value Engineering, Product Knowledge, Consumer Behaviour

    4.8
    Rating, 4.8 out of 5 stars
    ·
    280 reviews

    Mixed · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Parallel programming

    Skills you'll gain: Scala Programming, Data Structures, Distributed Computing, Algorithms, Functional Design, Scalability, Java Programming, Other Programming Languages, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Python Fundamentals and Data Science Essentials

    Skills you'll gain: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI For Business Analysis: Fine-Tuning LLMs

    Skills you'll gain: Model Evaluation, OpenAI API, Data Preprocessing, OpenAI, Large Language Modeling, Real Time Data, Data Manipulation, Generative AI, Python Programming, Unstructured Data, Performance Metric, Machine Learning, JSON

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Toronto

    Introduction To Swift Programming

    Skills you'll gain: Swift Programming, iOS Development, Apple iOS, Apple Xcode, Mobile Development, Objective-C (Programming Language), Object Oriented Programming (OOP), Programming Principles, Integrated Development Environments, Image Analysis, Computer Programming

    3.9
    Rating, 3.9 out of 5 stars
    ·
    1.4K reviews

    Mixed · Course · 1 - 3 Months

  • N

    National Taiwan University

    機器人學一 (Robotics (1))

    Skills you'll gain: Automation Engineering, Robotics, Mechanics, Mechanical Engineering, Control Systems, Applied Mathematics, Engineering Calculations, Trigonometry, Mathematical Modeling, Linear Algebra, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    64 reviews

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    HR Competencies & Leadership for SHRM Exams Prep

    Skills you'll gain: Workplace inclusivity, Recruitment, Talent Recruitment, Professional Development, Virtual Teams, People Development, Cultural Diversity, Human Capital, Professional Networking, Team Building, Lifelong Learning, Innovation, Decision Making, Employee Onboarding, Change Management, Time Management, Learning Strategies, Emerging Technologies, Branding

    4
    Rating, 4 out of 5 stars
    ·
    130 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Solving ML Regression Problems with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Regression Analysis, Data Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Toronto

    Mental Health and Resilience for Healthcare Workers

    Skills you'll gain: Resilience, Mental Health, Stress Management, Compassion, Emotional Intelligence, Mindfulness, Crisis Intervention, Self-Awareness, Behavioral Health, Mental Health Therapies, Positive Behavior Support

    4.8
    Rating, 4.8 out of 5 stars
    ·
    523 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Scrimba

    Vibe Coding with Cursor AI

    Skills you'll gain: Vibe coding, Model Context Protocol, Context Management, AI Workflows, Software Installation, Agentic Workflows, Code Review, System Configuration, Computer Programming Tools, Debugging, Web Development Tools, Software Development, User Interface (UI), Web Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    161 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Exploring Renewable Energy Schemes

    Skills you'll gain: Electric Power Systems, Electrical Systems, Safety Standards, Energy and Utilities, Electrical Safety, Environmental Regulations, Power Electronics, Sustainable Technologies, Hydraulics, Basic Electrical Systems, Thermal Management, Equipment Design, Semiconductors, Physics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    660 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Association Rules Analysis

    Skills you'll gain: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Challenges of Agribusiness Management: Università Bocconi
  • Parallel programming: École Polytechnique Fédérale de Lausanne
  • Python Fundamentals and Data Science Essentials: Packt
  • GenAI For Business Analysis: Fine-Tuning LLMs: Coursera
  • Introduction To Swift Programming: University of Toronto
  • 機器人學一 (Robotics (1)): National Taiwan University
  • HR Competencies & Leadership for SHRM Exams Prep: Board Infinity
  • Solving ML Regression Problems with AWS AutoGluon: Coursera
  • Mental Health and Resilience for Healthcare Workers: University of Toronto
  • Vibe Coding with Cursor AI: Scrimba

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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