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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
    P

    Packt

    Mastering Java - From Beginner to Intermediate

    Skills you'll gain: Java Programming, Object Oriented Design, Linux Commands

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Interview Questions and Real-World Applications

    Skills you'll gain: Data Structures, Algorithms, Computer Programming, Computational Thinking, Program Development, Technical Design, Debugging, Problem Solving, Performance Tuning

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Attention Mechanism - Deutsch

    Skills you'll gain: Transfer Learning, Recurrent Neural Networks (RNNs), Large Language Modeling

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Probability, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Recurrent Neural Networks (RNNs), Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Mastering Cloud FinOps

    Skills you'll gain: Cloud Management, Dashboard, Resource Utilization, Financial Management, Cost Management, Anomaly Detection, Serverless Computing, Cloud Computing Architecture, Forecasting, Containerization, Change Management, Presentations, Generative AI, Case Studies

    4
    Rating, 4 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Concreting Practices

    Skills you'll gain: Construction Inspection, Construction, Construction Management, Construction Engineering, Building Codes, Structural Engineering, Environmental Engineering, Civil Engineering, Laboratory Testing, Structural Analysis, Product Testing, Manufacturing Processes, Analytical Testing

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Unreal Engine 5 - The Intermediate Course

    Skills you'll gain: Unreal Engine, Data Structures, 3D Assets, Game Design, 3D Modeling, Virtual Environment, Data Store, Video Game Development, Animation and Game Design, Visualization (Computer Graphics), Data Management, Object Oriented Programming (OOP), Scripting, Scalability, Event-Driven Programming, Software Design, Debugging, Performance Tuning

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Create Image Captioning Models - 简体中文

    Skills you'll gain: Image Analysis, Model Evaluation, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Computer Vision, Vision Transformer (ViT), Tensorflow, Data Preprocessing

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Crash Course on Interactive Data Visualization with Plotly

    Skills you'll gain: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Data Structures and Algorithms: Binary Search

    Skills you'll gain: Computational Thinking, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    INSEAD

    Blockchain Opportunity Analysis for Global Commerce

    Skills you'll gain: Blockchain, Business Analysis, Market Opportunities, Competitive Analysis, Stakeholder Analysis, Market Analysis, Case Studies, Feasibility Studies, Project Implementation, Solution Design, Value Propositions, Innovation, Business Strategy, Market Research

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Ethics and Responsible Practices in GenAI

    Skills you'll gain: Responsible AI, Data Ethics, Business Ethics, Generative AI, Regulatory Requirements, Governance, Information Privacy, Social Studies, Data Security

    Beginner · Course · 1 - 4 Weeks

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

  • Mastering Java - From Beginner to Intermediate: Packt
  • Interview Questions and Real-World Applications: Packt
  • Attention Mechanism - Deutsch: Google Cloud
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Mastering Cloud FinOps: Board Infinity
  • Concreting Practices: L&T EduTech
  • Unreal Engine 5 - The Intermediate Course: Packt
  • Create Image Captioning Models - 简体中文: Google Cloud
  • Crash Course on Interactive Data Visualization with Plotly: Coursera
  • Data Structures and Algorithms: Binary Search: Scrimba

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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