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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: Preview
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    R

    Rutgers the State University of New Jersey

    AI Concepts and Strategy

    Skills you'll gain: Generative AI, Artificial Intelligence, AI Product Strategy, Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Natural Language Processing, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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: New
    New
    Status: Free Trial
    Free Trial
    W

    Whizlabs

    AWS: Model Training , Optimization & Deployment

    Skills you'll gain: Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Continuous Deployment, Continuous Integration, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Navigating Generative AI Risks for Leaders

    Skills you'll gain: Responsible AI, Risking, Data Ethics, Regulation and Legal Compliance, Generative AI, Business Ethics, AI Security, Intellectual Property, Business Risk Management, Ethical Standards And Conduct, Personally Identifiable Information, Data Security

    4.9
    Rating, 4.9 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 4 Weeks

  • H

    H2O.ai

    H2O Cloud AI Developer Services

    Skills you'll gain: AI Enablement, Cloud Development, Large Language Modeling, Image Analysis, AI Workflows, Feature Engineering, Cloud Services, Applied Machine Learning, Computer Vision, MLOps (Machine Learning Operations), Artificial Intelligence, Transfer Learning, Model Deployment, Generative AI, Natural Language Processing, Data Integration

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    W

    Wesleyan University

    Regression Modeling in Practice

    Skills you'll gain: Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Modeling, Data Analysis, Correlation Analysis, Exploratory Data Analysis, SAS (Software), Statistical Programming, Predictive Modeling, Model Evaluation, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    274 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Microsoft

    Connect Your Services with Microsoft Azure Service Bus

    Skills you'll gain: Microsoft Azure, C# (Programming Language), Service Oriented Architecture, Cloud Storage, Microservices, Cloud Development, Cloud Applications, Distributed Computing, Cloud Services, Event-Driven Programming, Communication, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Michigan

    Transforming Education in an Interconnected World

    Skills you'll gain: Continuous Improvement Process, Student-Centred Learning, Innovation, Education and Training, Process Improvement, Instructional Strategies, Higher Education, Program Evaluation, Community Development, International Relations, Initiative and Leadership, Systems Thinking, Adult Learning Principles, Visionary, Community Organizing, Policy Analysis, Leadership, Collaboration, Leadership and Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    64 reviews

    Beginner · Specialization · 3 - 6 Months

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    E

    Edureka

    Fundamentals of Data Governance

    Skills you'll gain: Data Governance, Governance, Data Management, Compliance Management, Data Architecture, General Data Protection Regulation (GDPR), Data Strategy, Regulatory Compliance, Data Security, Cloud Security, Metadata Management, Information Management, Regulatory Requirements, Data Integrity, Data Quality, Data Access, Cloud Computing, Risk Management

    4.2
    Rating, 4.2 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Feedback Loops: How to Give & Receive High-Quality Feedback

    Skills you'll gain: Constructive Feedback, Cooperation, Decision Making, Team Performance Management, Team Building, Teamwork, Peer Review, Team Management, Independent Thinking, Personal Development, Empathy, Professional Development, Self-Awareness, Rapport Building, Critical Thinking, Mentorship, Communication Strategies, People Management, Leadership Development, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    83 reviews

    Beginner · Specialization · 3 - 6 Months

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    G

    Google Cloud

    Transformer Models and BERT Model - 繁體中文

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    Koç University

    Doğrusal Cebir II: Kare Matrisler, Hesaplama Yöntemleri ve Uygulamalar / Linear Algebra II: Square Matrices, Calculation Methods and Applications

    Skills you'll gain: Linear Algebra, Differential Equations, Advanced Mathematics, Algebra, Applied Mathematics, Mathematical Theory & Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Mixed · Course · 1 - 3 Months

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

  • AI Concepts and Strategy: Rutgers the State University of New Jersey
  • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
  • AWS: Model Training , Optimization & Deployment: Whizlabs
  • Navigating Generative AI Risks for Leaders: Coursera
  • H2O Cloud AI Developer Services: H2O.ai
  • Regression Modeling in Practice: Wesleyan University
  • Connect Your Services with Microsoft Azure Service Bus: Microsoft
  • Transforming Education in an Interconnected World: University of Michigan
  • Fundamentals of Data Governance: Edureka
  • Feedback Loops: How to Give & Receive High-Quality Feedback: University of Michigan

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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