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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

    University of California, Irvine

    Data Warehousing and Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Unsupervised Learning, Business Analytics, Data-Driven Decision-Making, Predictive Modeling, Cloud Computing, Market Analysis, Supervised Learning, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    129 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Effective Sales – An Overview

    Skills you'll gain: Sales Management, Sales Strategy, Sales Process, Sales, Business Planning, Business Strategy, Cross-Functional Collaboration, Customer Relationship Building, Key Performance Indicators (KPIs), Goal Setting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    285 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Cybersecurity Identity and Access Solutions using Azure AD

    Skills you'll gain: Azure Active Directory, Authentications, Identity and Access Management, Authorization (Computing), Active Directory, Role-Based Access Control (RBAC), Multi-Factor Authentication, Microsoft Azure, Single Sign-On (SSO), Software As A Service, User Accounts, Cloud Services, Enterprise Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    186 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Regression Analysis

    Skills you'll gain: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Educación Básica en Contextos Rurales

    Skills you'll gain: Teaching, Differentiated Instruction, Program Evaluation, Community Outreach, Education and Training, Community Development, Cultural Diversity, Classroom Management, Curriculum Development, Lesson Planning, K-12 pedagogy, Instructional Strategies, Curriculum Planning, Public Policies, Student-Centred Learning, Pedagogy, Planning, Social Justice, Policty Analysis, Research, and Development, Initiative and Leadership

    4.8
    Rating, 4.8 out of 5 stars
    ·
    549 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Industrial Internet of Things (IIoT)

    Skills you'll gain: Internet Of Things, Manufacturing and Production, Manufacturing Processes, Digital Transformation, Technology Solutions, Business Technologies, Cloud Computing, Emerging Technologies, Technology Strategies, Real Time Data, Value Propositions, Case Studies

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    206 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Evaluation of Digital Health Interventions

    Skills you'll gain: Data Visualization Software, Health Informatics, Clinical Data Management, Tableau Software, Model Evaluation, Analytics, Health Technology, Data Management, Clinical Research, Telehealth, Statistical Analysis, Data Collection, Big Data

    4.8
    Rating, 4.8 out of 5 stars
    ·
    56 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Trustworthy AI for Healthcare Management

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Healthcare Industry Knowledge, Health Care Procedure and Regulation, Healthcare Ethics, Machine Learning, Verification And Validation, Health Technology, Model Evaluation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    66 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Systems Thinking, Economics, Policy, and Social Studies, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    399 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Transmission electron microscopy for materials science

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Scientific Visualization, Laboratory Equipment, Electronics, Physics, Image Analysis, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    123 reviews

    Intermediate · Course · 1 - 3 Months

  • 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, Computer Programming, Program Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    384 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introducción a las Simulaciones PhET para la Educación STEM

    Skills you'll gain: Interactive Learning, Education Software and Technology, Pedagogy, Mathematics Education, Digital pedagogy, Simulation and Simulation Software, Science and Research, Interactive Design

    4.9
    Rating, 4.9 out of 5 stars
    ·
    624 reviews

    Beginner · Course · 1 - 3 Months

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

  • Data Warehousing and Business Intelligence: University of California, Irvine
  • Effective Sales – An Overview: Fundação Instituto de Administração
  • Cybersecurity Identity and Access Solutions using Azure AD: Microsoft
  • Regression Analysis: University of Colorado Boulder
  • Educación Básica en Contextos Rurales: Universidad Austral
  • Industrial Internet of Things (IIoT): University of Michigan
  • Evaluation of Digital Health Interventions: Imperial College London
  • Trustworthy AI for Healthcare Management: Politecnico di Milano
  • Network Dynamics of Social Behavior: University of Pennsylvania
  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne

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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