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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 San Diego

    Teaching Impacts of Technology: Relationships

    Skills you'll gain: Student Engagement, Algorithms, Diversity Awareness, K-12 pedagogy, Facebook, Instructional Strategies, Programming Principles, Data Storage, Software Engineering, Geographic Information Systems, Image Analysis, Lesson Planning, Computer Science, Theoretical Computer Science, Social Impact

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Linear Kalman Filter Deep Dive (and Target Tracking)

    Skills you'll gain: Estimation, Advanced Mathematics, Mathematical Modeling, Control Systems, Matlab, Linear Algebra, Statistical Methods, Predictive Analytics, Applied Mathematics, Time Series Analysis and Forecasting, Forecasting, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Cinematic Storytelling Simplified: Mastering Lumen5 AI

    Skills you'll gain: Video Production, Storytelling, Video Editing, Content Creation, Animations, Generative AI, Editing

    3.3
    Rating, 3.3 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Amazon Web Services, Model Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Applied Machine Learning, Application Development, Recurrent Neural Networks (RNNs), Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Visualization using Bokeh

    Skills you'll gain: Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Geospatial Information and Technology, Interactive Data Visualization, Scatter Plots, Software Installation, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    15 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    G

    Google Cloud

    Introduction to Generative AI - Bahasa Indonesia

    Skills you'll gain: Generative AI, Generative Model Architectures, Prompt Engineering Tools, Machine Learning Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica del Perú

    Integrando PAIDEIA en tu curso

    Skills you'll gain: Learning Management Systems, Education Software and Technology, Virtual Environment, Content Management, System Configuration, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Artificial Intelligence Industrial Control Systems Security

    Skills you'll gain: Large Language Modeling, AI Security, Network Security, Responsible AI, Cybersecurity, Infrastructure Security, Information Systems Security, Threat Modeling, Firewall, Network Protocols, Data Ethics, Internet Of Things, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Master Electric Vehicle Tech: Software Skills

    Skills you'll gain: Electrical Systems, Basic Electrical Systems, Hardware Troubleshooting, Software Systems, Electrical Engineering, Test Engineering, Systems Integration, Debugging, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The North Awakens

    Skills you'll gain: Oil and Gas, Environment, Governance, Energy and Utilities, Environmental Science, International Relations, Environmental Policy, Socioeconomics, Natural Resource Management, Economics, Cultural Diversity, Transportation Operations, Climate Change Adaptation, Strategic Thinking, Demography

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Video Intelligence: Qwik Start

    Skills you'll gain: Image Analysis, Google Cloud Platform, Metadata Management, Analysis, Applied Machine Learning, Computer Vision, Cloud Storage

    Beginner · Project · Less Than 2 Hours

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

  • Teaching Impacts of Technology: Relationships: University of California San Diego
  • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
  • Cinematic Storytelling Simplified: Mastering Lumen5 AI: Coursera
  • Image Captioning with TensorFlow & Streamlit: EDUCBA
  • Data Visualization using Bokeh: Coursera
  • Introduction to Generative AI - Bahasa Indonesia: Google Cloud
  • Integrando PAIDEIA en tu curso: Pontificia Universidad Católica del Perú
  • Attention Mechanism - Français: Google Cloud
  • Artificial Intelligence Industrial Control Systems Security: Johns Hopkins University
  • Master Electric Vehicle Tech: Software Skills: Coursera

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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