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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


  • J

    Johns Hopkins University

    Excellence in Online Teaching

    Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Digital pedagogy, Community Development, Adult Education, Instructional Design, Motivational Skills, Relationship Building, Technology Strategies, Professional Development, Cultural Responsiveness, Communication

    4.5 stars, 80 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (80) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Washington

    Programming Languages, Part B

    Skills you'll gain: Other Programming Languages, Software Design, Ruby (Programming Language), Programming Principles, Data Structures, Computer Programming, Functional Design, Code Reusability

    4.9 stars, 789 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (789) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    MathWorks

    Object Tracking and Motion Detection with Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Machine Learning Methods, Matlab, Transfer Learning, Traffic Flow Optimization

    4.7 stars, 36 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (36) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Fundamentos de probabilidad y aplicaciones

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Applied Mathematics, Risk Management, Risk Modeling, Statistical Modeling, Combinatorics, Statistical Analysis, Variance Analysis

    4.8 stars, 180 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (180) · Intermediate · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Online education: The foundations of online teaching

    Skills you'll gain: Pedagogy, Instructional Design, Teaching, Virtual Environment, AI literacy

    4.7 stars, 311 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (311) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Mathematical Software, Physics, Simulations, Numerical Analysis, Markov Model, Mechanics, Simulation and Simulation Software, Algorithms, Programming Principles, Applied Mathematics, Integral Calculus, Model Optimization, Program Development

    4.8 stars, 274 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (274) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • E

    EDUCBA

    Healthcare Systems, HMIS and Medical Ethics

    Skills you'll gain: Healthcare Ethics, Health Systems, Infection Control, Telehealth, Health Informatics, Health Information Management, Health Care Administration, Health Information Management and Medical Records, Health Care Procedure and Regulation, Health Administration, Health Technology, Health Policy, Electronic Medical Record, Hand Hygiene, Electronic Medical Record System, Community Health, Patient-centered Care, Statistical Methods, Ethical Standards And Conduct, Healthcare Project Management

    4.9 stars, 11 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (11) · Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Strategic Leadership in Hospitality

    Skills you'll gain: Customer experience improvement, Revenue Management, Customer experience strategy (CX), Service Design, Design Thinking, Change Management, Social Media Analytics, Hospitality Services, Capital Expenditure, Organizational Change, Content Creation, Hospitality Management, Financial Forecasting, Finance, Operations Management, Search Engine Optimization, Prototyping, Strategic Planning, Capital Budgeting, Key Performance Indicators (KPIs)

    4.4 stars, 131 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (131) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Intro to Predictive Analytics Using Python

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Advanced Analytics, Decision Tree Learning, Supervised Learning, Applied Machine Learning, Model Training, Forecasting, Random Forest Algorithm, Analytics, Data Analysis, Regression Analysis, Machine Learning, Logistic Regression, Python Programming

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rice University

    An Introduction to Interactive Programming in Python (Part 2)

    Skills you'll gain: Application Development, Object Oriented Programming (OOP), Video Game Development, Event-Driven Programming, Interactive Design, Animation and Game Design, User Interface (UI), Program Development, Animations, Game Design, Programming Principles, Python Programming, Computer Programming, Computer Graphics, Data Structures

    4.9 stars, 1.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (1.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rice University

    Algorithmic Thinking (Part 1)

    Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming, Program Development

    4.6 stars, 385 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (385) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Build Image Quality Inspection using AWS Lookout for Vision

    Skills you'll gain: Model Training, Model Evaluation, Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Anomaly Detection, Data Science, Machine Learning, Cloud Computing

    4.8 stars, 21 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (21) · Beginner · Guided Project · Less Than 2 Hours

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

  • Excellence in Online Teaching: Johns Hopkins University
  • Programming Languages, Part B: University of Washington
  • Object Tracking and Motion Detection with Computer Vision: MathWorks
  • Fundamentos de probabilidad y aplicaciones: Universidad de los Andes
  • Online education: The foundations of online teaching: Macquarie University
  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • Healthcare Systems, HMIS and Medical Ethics: EDUCBA
  • Strategic Leadership in Hospitality: STARWEAVER
  • Intro to Predictive Analytics Using Python: University of Pennsylvania
  • An Introduction to Interactive Programming in Python (Part 2): 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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