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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


  • Status: Free Trial
    Free Trial
    U

    Universidad de Palermo

    PsicologĂ­a del Aprendizaje

    Skills you'll gain: Student-Centred Learning, Human Learning, Learning Theory, Behavior Management, Psychology, Culture, Applied Behavior Analysis, Education and Training, Learning Strategies, Social Sciences, Sociology, Interpersonal Communications

    4.9
    Rating, 4.9 out of 5 stars
    ·
    378 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Deep Teaching Solutions

    Critical Thinking: A Brain-Based Guide for the ChatGPT Era

    Skills you'll gain: Logical Reasoning, Mental Concentration, Behavioral Economics, Innovation, Social Sciences, Artificial Intelligence, Persuasive Communication, Self-Awareness, Verbal Communication Skills, Scientific Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    The Engineering of Structures Around Us

    Skills you'll gain: Structural Analysis, Structural Engineering, Architectural Engineering, Building Design, Vibrations, Civil Engineering, Engineering, Construction, SketchUp (3D Modeling Software), Mechanics, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Engineering Design Process, Design, Simulation and Simulation Software, Experimentation, 3D Modeling, Materials science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    180 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Facial Expression Recognition with PyTorch

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

    3.9
    Rating, 3.9 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Writing and Editing: Drafting

    Skills you'll gain: Editing, Writing, Planning, Brainstorming, Time Management, Overcoming Obstacles, Productivity, Creativity, Growth Mindedness, Learning Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    373 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    UX Research at Scale: Surveys, Analytics, Online Testing

    Skills you'll gain: Surveys, User Research, Survey Creation, Sampling (Statistics), A/B Testing, Web Analytics, Qualitative Research, Usability Testing, Research Methodologies, Web Analytics and SEO, Data Collection, Research Design, Sample Size Determination, Analytics, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    212 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    ART of the MOOC: Public Art and Pedagogy

    Skills you'll gain: Interactive Learning, Peer Review, Pedagogy, Art History, Digital pedagogy, Social Sciences, Blended Learning, Aesthetics, Creativity, Political Sciences, Community Development, Social Impact, Case Studies, Photography

    4.7
    Rating, 4.7 out of 5 stars
    ·
    129 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Guitar Scales and Chord Progressions

    Skills you'll gain: Music Theory, Musical Composition, Music, Instrumental Music, Music Performance, Creativity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    392 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep DP-100: Microsoft Azure Data Scientist Associate

    Skills you'll gain: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Q

    Queen Mary University of London

    Leadership Out of the Box

    Skills you'll gain: Stakeholder Management, Delegation Skills, Team Leadership, Team Management, Change Management, Team Performance Management, Professional Networking, Leadership Development, Organizational Change, Leadership, Cross-Functional Team Leadership, Matrix Management, People Management, Discussion Facilitation, Team Building, Organizational Leadership, Time Management, Executive Presence, Organizational Effectiveness, Initiative and Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    242 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Introduction to Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, R Programming, Medical Privacy, Google Cloud Platform, Data Ethics, Data Science, Health Informatics, Data Processing, Electronic Medical Record, SQL, Data Access

    4.5
    Rating, 4.5 out of 5 stars
    ·
    427 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Python Data Analysis

    Skills you'll gain: Data Manipulation, File I/O, Data Structures, Scripting, Data Import/Export, Data Analysis, Python Programming, Data Storage

    4.7
    Rating, 4.7 out of 5 stars
    ·
    893 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • PsicologĂ­a del Aprendizaje: Universidad de Palermo
  • Critical Thinking: A Brain-Based Guide for the ChatGPT Era: Deep Teaching Solutions
  • The Engineering of Structures Around Us: Dartmouth College
  • Facial Expression Recognition with PyTorch : Coursera
  • Writing and Editing: Drafting: University of Michigan
  • UX Research at Scale: Surveys, Analytics, Online Testing: University of Michigan
  • ART of the MOOC: Public Art and Pedagogy: Duke University
  • Guitar Scales and Chord Progressions: Berklee
  • Exam Prep DP-100: Microsoft Azure Data Scientist Associate: Whizlabs
  • Leadership Out of the Box: Queen Mary University of London

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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