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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

    Universidad de los Andes

    Inteligencia Artificial Biomédica

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • P

    Pearson

    Individual Behavior, Groups, and Teams

    Skills you'll gain: Team Performance Management, Team Management, Teamwork, Team Building, People Management, Behavior Management, Team Leadership, Management Training And Development, Team Motivation, Staff Management, Collaboration, Behavioral Management, Cooperation, Conflict Management, Culture, Influencing, Industrial and Organizational Psychology, Employee Performance Management, Interpersonal Communications, Human Learning

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    The Museum of Modern Art

    Teaching with Art: Using Inquiry, Activities, and Themes

    Skills you'll gain: Design Thinking, Creative Thinking, Creative Problem-Solving, Education and Training, Empathy & Emotional Intelligence, Instructional Strategies, Liberal Arts, Interactive Learning, Pedagogy, Student-Centred Learning, Creativity, Self-Awareness, Curriculum Development, Empathy, Social Impact, Journals, Diversity Awareness, Literacy, Learning Strategies, Communication Strategies

    4.8 stars, 2.1K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (2.1K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    UNSW Sydney (The University of New South Wales)

    Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets

    Skills you'll gain: Mechanics, Physics, Systems Of Measurement, Physical Science, Calculus, Estimation, Trigonometry, Applied Mathematics, Experimentation

    4.7 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Visualization, Data Science, Exploratory Data Analysis, Data Presentation, Statistical Programming, Statistical Methods, Statistical Machine Learning, Analysis, Statistical Modeling, Applied Machine Learning, R (Software), R Programming, Statistical Software, Forecasting, Machine Learning

    4.3 stars, 23 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (23) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Robotics, Model Training, Machine Learning Algorithms, Model Evaluation, Linear Algebra

    4.7 stars, 587 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (587) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Building Data Lakes on AWS

    Skills you'll gain: Data Lakes, Data Architecture, Interactive Data Visualization, Data Engineering, Data Infrastructure, Data Warehousing, Data Processing, Data Access, Query Languages, Data Management, Data Integration, Data Transformation, Data Governance, Data Cleansing, Data Import/Export, Data Storage, Data Sharing, Data Science, Machine Learning

    4.7 stars, 312 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Software Development Lifecycle

    Skills you'll gain: User Story, Agile Software Development, Software Design Patterns, Design Thinking, Software Development Methodologies, Software Design, Agile Methodology, Agile Project Management, Process Mapping, Software Engineering, Kanban Principles, Kaizen Methodology, Software Development Life Cycle, Agile Product Development, Application Security, Scrum (Software Development), Object Oriented Design, Software Architecture, Software Quality (SQA/SQC), Requirements Analysis

    4.7 stars, 9.8K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (9.8K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pearson

    Human Development, Sexuality, and Gender

    Skills you'll gain: Human Development, Child Development, Gerontology, Childhood Education and Development, Human Learning, Prenatal Care, Psychology, Culture, Sociology, Pre-Clinical Development, Anatomy, Mental and Behavioral Health, Infant Care, Biology

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    AI Systems, Automation, CI/CD and Data Engineering Workflows

    Skills you'll gain: AI Orchestration, Verification And Validation, Code Review, Data Validation, Software Documentation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    DAX for Humans

    Skills you'll gain: Data Analysis Expressions (DAX), Key Performance Indicators (KPIs), Power BI, Earned Value Management, Business Metrics, Project Performance, Performance Measurement, Customer Analysis, Marketing Analytics, Performance Metric, Project Controls, Performance Analysis, Customer Insights, Business Intelligence, Business Analytics, Data Visualization, Interactive Data Visualization, Data Analysis, Business Analysis, Operations Management

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    Statistics with Python

    Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Modeling, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Data Visualization, Plot (Graphics), Data Literacy, Scientific Visualization, Matplotlib, Statistical Visualization, Statistical Software, Probability & Statistics, Model Evaluation, Data-Driven Decision-Making, Statistical Analysis, Jupyter, Python Programming

    4.6 stars, 3.4K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (3.4K) · Beginner · Specialization · 1 - 3 Months

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

  • Inteligencia Artificial Biomédica: Universidad de los Andes
  • Individual Behavior, Groups, and Teams: Pearson
  • Teaching with Art: Using Inquiry, Activities, and Themes: The Museum of Modern Art
  • Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets: UNSW Sydney (The University of New South Wales)
  • Introduction to Data Science Techniques: Illinois Tech
  • Visual Perception for Self-Driving Cars: University of Toronto
  • Building Data Lakes on AWS: Amazon Web Services
  • Software Development Lifecycle: University of Minnesota
  • Human Development, Sexuality, and Gender: Pearson
  • AI Systems, Automation, CI/CD and Data Engineering Workflows: IBM

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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