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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


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    Tecnológico de Monterrey

    Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Digital pedagogy, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Computational Thinking, Applied Mathematics, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    722 reviews

    Mixed · Course · 3 - 6 Months

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    Birla Institute of Technology & Science, Pilani

    Automata and Computability

    Skills you'll gain: Theoretical Computer Science, Computational Logic, Mathematical Theory & Analysis, Algorithms, Computational Thinking, Programming Principles, Computer Science, Data Structures, Graph Theory, Natural Language Processing, Logical Reasoning, Formal Learning

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Duke University

    Data Modeling and Prediction with R

    Skills you'll gain: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Semantic Processing

    Skills you'll gain: Embeddings, Semantic Web, Natural Language Processing, Data Processing, Text Mining, Applied Machine Learning, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Data Analysis with the FraudFinder Workshop

    Skills you'll gain: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    The Hong Kong University of Science and Technology

    Vector Calculus for Engineers

    Skills you'll gain: Integral Calculus, Engineering Calculations, Calculus, Engineering Analysis, electromagnetics, Engineering, Geometry, Advanced Mathematics, Mechanical Engineering, Applied Mathematics, Mechanics, Electrical Engineering, Physics, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    GenAIBIZ: Making Generative AI Work for Your Business

    Skills you'll gain: Generative Model Architectures, Generative AI, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: An Introduction

    Skills you'll gain: electromagnetics, Electrical Engineering, Electrical Systems, Materials science, Physics, Applied Mathematics, Differential Equations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    629 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    H

    HRCI

    HRCI Human Resource Associate

    Skills you'll gain: Talent Acquisition, Training and Development, Compensation and Benefits, Training Programs, Recruitment, Employee Training, Full Cycle Recruitment, Job Analysis, Employee Performance Management, Compensation Management, Performance Appraisal, Job Evaluation, Developing Training Materials, Compensation Strategy, Performance Management, Human Resource Policies, Employee Relations, Occupational Safety And Health, Risk Management, Business Risk Management

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    3K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Health Informatics, Generative AI Agents, Clinical Informatics, Nursing Process, Clinical Data Management, Nursing and Patient Care, Nursing, Healthcare Ethics, Generative AI, Responsible AI, Nursing Practices, Patient-centered Care, Health Care, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Industry Knowledge, Basic Patient Care, Business Acumen, Physiology, Business

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Responsible AI for Developers

    Skills you'll gain: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Data Loss Prevention, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Safety and Security, Machine Learning, Artificial Intelligence, Interoperability, Data Governance, Model Evaluation, Model Deployment, Ethical Standards And Conduct, Encryption, Human Centered Design

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Intermediate · Specialization · 3 - 6 Months

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1…134135136…577

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

  • Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo: Tecnológico de Monterrey
  • Automata and Computability: Birla Institute of Technology & Science, Pilani
  • Data Modeling and Prediction with R: Duke University
  • Advanced Semantic Processing: Packt
  • Data Analysis with the FraudFinder Workshop: Google Cloud
  • Vector Calculus for Engineers: The Hong Kong University of Science and Technology
  • Generative AI and Model Selection: Vanderbilt University
  • GenAIBIZ: Making Generative AI Work for Your Business: CertNexus
  • Electrodynamics: An Introduction: Korea Advanced Institute of Science and Technology(KAIST)
  • HRCI Human Resource Associate: HRCI

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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