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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


  • D

    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Debugging, Machine Learning, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Local LLMs with llamafile

    Skills you'll gain: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Cross Platform Development, Application Programming Interface (API), Machine Learning

    2.7
    Rating, 2.7 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • L

    Lund University

    Introduction to Particle Accelerators (NPAP MOOC)

    Skills you'll gain: Engineering, Scientific, and Technical Instruments, Radiation Therapy, Medical Equipment, Materials science, Semiconductors, electromagnetics, Physics, Emerging Technologies, Laboratory Equipment, Electrical Engineering, Simulation and Simulation Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    203 reviews

    Intermediate · Course · 1 - 3 Months

  • B

    Banco Interamericano de Desarrollo

    Métodos de educación efectiva

    Skills you'll gain: Childhood Education and Development, Child Development, Student-Centred Learning, Working With Children, Pedagogy, Student Engagement, Teaching, Education and Training, Mathematics Education, Diversity Awareness, Instructional Strategies, Human Development, Human Learning, Parent Communication, Adult Education, Formal Learning, Curriculum Development, Economic Development, Program Evaluation, Higher Education

    4.4
    Rating, 4.4 out of 5 stars
    ·
    38 reviews

    Beginner · Specialization · 1 - 3 Months

  • D

    Duke University

    Object-Oriented Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Python Programming, Computer Programming, Software Engineering

    3.7
    Rating, 3.7 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Intro to TensorFlow 日本語版

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Feature Engineering, Google Cloud Platform, Data Pipelines, Jupyter, Machine Learning Methods, Deep Learning, Data Preprocessing, Embeddings

    3.8
    Rating, 3.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Data Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Stakeholder Engagement, Interviewing Skills

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    El trabajo por proyectos en escuelas de contextos rurales

    Skills you'll gain: Project Documentation, Differentiated Instruction, Project Design, Program Evaluation, Curriculum Planning, Lesson Planning, Problem Solving, Curriculum Development, Student-Centred Learning, Instructional and Curriculum Design, Teaching, Student Engagement, Cultural Diversity

    4.9
    Rating, 4.9 out of 5 stars
    ·
    221 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Pearson

    Full-Stack React with Spring Boot: Unit 1

    Skills you'll gain: Full-Stack Web Development, IntelliJ IDEA, Spring Boot, React.js, Restful API, Integrated Development Environments, Object-Relational Mapping, Web Development Tools, Back-End Web Development, Web Applications, Application Frameworks, Command-Line Interface, Data Access

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Parsons School of Design, The New School

    Economics: Society, Markets, and [In]equality

    Skills you'll gain: Economics, Policy, and Social Studies, Socioeconomics, Economics, Market Dynamics, Social Justice, Economic Development, Labor Relations, Sustainable Development, International Relations, World History, Global Marketing, Behavioral Economics, Innovation, Leadership, Critical Thinking, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced Scheduling and Project Optimization in Primavera P6

    Skills you'll gain: Scheduling, Project Schedules, Project Controls, Timelines, Project Management Software, Work Breakdown Structure, Management Reporting, Performance Reporting, Process Improvement and Optimization, Configuration Management, Dashboard, Resource Management, System Configuration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Michigan

    Visualizing Women's Work: Using Art Media for Social Justice

    Skills you'll gain: Social Justice, Art History, Public History, Creativity, Social Impact, Research, Advocacy, Performing Arts, Cultural Diversity, Multimedia

    4.7
    Rating, 4.7 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
  • Local LLMs with llamafile: Duke University
  • Introduction to Particle Accelerators (NPAP MOOC): Lund University
  • Métodos de educación efectiva: Banco Interamericano de Desarrollo
  • Object-Oriented Programming in Python: Duke University
  • Intro to TensorFlow 日本語版: Google Cloud
  • Data Storytelling: DeepLearning.AI
  • El trabajo por proyectos en escuelas de contextos rurales: Universidad Austral
  • Full-Stack React with Spring Boot: Unit 1: Pearson
  • Economics: Society, Markets, and [In]equality: Parsons School of Design, The New School

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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