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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


  • I

    Icahn School of Medicine at Mount Sinai

    Dynamical Modeling Methods for Systems Biology

    Skills you'll gain: Matlab, Mathematical Modeling, Differential Equations, Computational Logic, Applied Mathematics, Molecular Biology, Simulations, Statistical Modeling, Biology, Cell Biology, Physiology, Systems Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    223 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Canva Essentials

    Skills you'll gain: Prompt Engineering, Event Marketing, Presentations, Video Editing, Canva (Software), Marketing Materials, Color Theory, Typography, Storytelling, Interactive Design, Marketing Design, Cross-Channel Marketing, Brand Strategy, Social Media, Logo Design, Layout Design, Social Media Content, Social Media Campaigns, Branding, Content Creation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • U

    University of Pennsylvania

    Exploring Renewable Energy Schemes

    Skills you'll gain: Electric Power Systems, Electrical Systems, Safety Standards, Energy and Utilities, Electrical Safety, Environmental Regulations, Power Electronics, Sustainable Technologies, Hydraulics, Basic Electrical Systems, Thermal Management, Equipment Design, Semiconductors, Physics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    660 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidade de São Paulo

    Introdução à Ciência da Computação com Python Parte 2

    Skills you'll gain: Object Oriented Programming (OOP), Theoretical Computer Science, Computer Programming, Performance Testing, Algorithms, Computer Science, Data Structures, Python Programming, Computational Thinking, Software Testing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 3 Months

  • L

    LearnQuest

    Getting Started with Azure

    Skills you'll gain: Microsoft Azure, Infrastructure As A Service (IaaS), Network Administration, Cloud Computing, Cloud Management, Cloud Services, Cloud Platforms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    512 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Computer Vision: YOLO Custom Object Detection with Colab GPU

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Data Preprocessing, Model Evaluation, Performance Tuning, Data Collection, Software Installation

    3.1
    Rating, 3.1 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 3 - 6 Months

  • T

    Technion - Israel Institute of Technology

    From Idea to Startup

    Skills you'll gain: Business Planning, Value Propositions, Entrepreneurship, Ideation, Business Strategy, New Product Development, Risk Management, Product Development, Innovation, Communication, Business Risk Management, Persuasive Communication, Feasibility Studies, Verification And Validation, Interviewing Skills

    4.8
    Rating, 4.8 out of 5 stars
    ·
    780 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, Agentic systems, AI Workflows, OpenAI API, LLM Application, Agentic Workflows, Prompt Patterns, OpenAI, Large Language Modeling, AI Enablement, Retrieval-Augmented Generation, Artificial Intelligence, Semantic Web, Development Environment, Tool Calling, Microsoft Azure, AI Personalization, Microsoft Development Tools

    4.5
    Rating, 4.5 out of 5 stars
    ·
    136 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Association Rules Analysis

    Skills you'll gain: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • T

    The State University of New York

    Home-Based Child Care

    Skills you'll gain: Injury Prevention, Child Development, Childhood Education and Development, Working With Children, Business Planning, Accident Prevention, Teaching, Family Support, Emotional Intelligence, Emergency Response, Parent Communication, Cultural Diversity, Diversity Awareness, Nutrition and Diet, Safety Training, Business, Small Business Accounting, Tax Management, Policy Development, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    169 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Politics and Ethics of Data Analytics in the Public Sector

    Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Policies, Analytics, Model Evaluation, Data Presentation, Data-Driven Decision-Making, Ethical Standards And Conduct, R Programming, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Emergent Phenomena in Science and Everyday Life

    Skills you'll gain: Systems Thinking, Analysis, General Science and Research, Materials science, Simulations, Biology, Mathematical Modeling, Physics, Psychology, Computational Logic, Mechanics, Applied Mathematics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    168 reviews

    Mixed · Course · 1 - 3 Months

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

  • Dynamical Modeling Methods for Systems Biology: Icahn School of Medicine at Mount Sinai
  • Canva Essentials: Coursera
  • Exploring Renewable Energy Schemes: University of Pennsylvania
  • Introdução à Ciência da Computação com Python Parte 2: Universidade de São Paulo
  • Getting Started with Azure: LearnQuest
  • Computer Vision: YOLO Custom Object Detection with Colab GPU: Packt
  • From Idea to Startup: Technion - Israel Institute of Technology
  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Association Rules Analysis: University of Colorado Boulder
  • Home-Based Child Care: The State University of New York

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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