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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


  • M

    Macquarie University

    Cyber Security: Application of AI

    Skills you'll gain: Cyber Security Strategy, Cyber Threat Intelligence, Intrusion Detection and Prevention, Cybersecurity, Artificial Intelligence and Machine Learning (AI/ML), Threat Modeling, Machine Learning Methods

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    Databricks

    Introduction to Computational Statistics for Data Scientists

    Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Probability, Applied Machine Learning, Jupyter, Regression Analysis, Statistical Programming, Predictive Modeling, Statistical Analysis, Model Evaluation, Probability Distribution, Data Science, Logistic Regression, Markov Model, Statistics, Statistical Methods, Simulations, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    109 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Next-Gen UX and UI

    Skills you'll gain: UI/UX Research, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, AI Personalization, User Experience Design, Design Research, Usability, Figma (Design Software), User Research, Web Content Accessibility Guidelines, Data Storytelling, Interactive Design, Generative AI, Design Strategies, UI Components, User Centered Design, Wireframing, Adobe XD, Artificial Intelligence and Machine Learning (AI/ML)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    189 reviews

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Predict Baby Weight with TensorFlow on AI Platform

    Skills you'll gain: Model Deployment, Tensorflow, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Data Processing, Machine Learning, Supervised Learning, Data Science

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Advanced · Project · Less Than 2 Hours

  • T

    The University of Melbourne

    Global Adolescent Health

    Skills you'll gain: Social Determinants Of Health, Health Disparities, Health Policy, Health Education, Health Promotion, Public Health, Socioeconomics, Human Development, Community Health, Mental Health, Child Health, Chronic Diseases, Nutrition and Diet

    4.8
    Rating, 4.8 out of 5 stars
    ·
    127 reviews

    Beginner · Course · 1 - 3 Months

  • F

    Fractal Analytics

    Quantum Computing For Everyone - An Introduction

    Skills you'll gain: Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking, Simulations

    4.1
    Rating, 4.1 out of 5 stars
    ·
    110 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Graph Analytics for Big Data

    Skills you'll gain: Graph Theory, Database Design, Big Data, Network Analysis, Analytics, Data Management, Query Languages, Computing Platforms, Scalability, Unsupervised Learning, Distributed Computing, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    ·
    1.3K reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Designing Effective Science Communication

    Skills you'll gain: Oral Expression, Human Learning, Education Software and Technology, Technical Communication, Education and Training, Writing, Community Outreach, Learning Theory, Research, Technical Writing, Learning Management Systems, Scientific Methods, Media and Communications, Science and Research, Persuasive Communication, Program Evaluation, Interviewing Skills, Photography, Infographics, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    136 reviews

    Beginner · Course · 1 - 3 Months

  • N

    National Taiwan University

    史記 (Shi Ji)

    Skills you'll gain: Ancient History, Liberal Arts, World History, Culture, Storytelling, Formal Learning, Writing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    212 reviews

    Beginner · Course · 1 - 3 Months

  • R

    Rice University

    Python Data Representations

    Skills you'll gain: File I/O, Development Environment, Data Structures, Data Storage, Scripting, Python Programming, Program Development, Scripting Languages, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Preparing for DP-900: Microsoft Azure Data Fundamentals Exam

    Skills you'll gain: Microsoft Azure, Cloud Services, Relational Databases, Databases, Analytics, Data Storage, Data Lakes, NoSQL, Data Warehousing, SQL, Test Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    143 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Brilliant, Passionate You

    Skills you'll gain: Storytelling, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Self-Awareness, Mental Health, Empowerment, Community Development, Positivity, Lifelong Learning, Relationship Building, Goal Setting, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    291 reviews

    Beginner · Course · 1 - 3 Months

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

  • Cyber Security: Application of AI: Macquarie University
  • Introduction to Computational Statistics for Data Scientists: Databricks
  • Next-Gen UX and UI: Coursera
  • Predict Baby Weight with TensorFlow on AI Platform: Google Cloud
  • Global Adolescent Health: The University of Melbourne
  • Quantum Computing For Everyone - An Introduction : Fractal Analytics
  • Graph Analytics for Big Data: University of California San Diego
  • Designing Effective Science Communication: University of Colorado Boulder
  • 史記 (Shi Ji): National Taiwan University
  • Python Data Representations: 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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