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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
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    Packt

    The Ultimate Hands-On Hadoop

    Skills you'll gain: Apache Hadoop, Real Time Data, Apache Spark, Apache Kafka, Data Integration, AWS Kinesis, Apache Hive, Data Pipelines, Big Data, Applied Machine Learning, Systems Design, System Design and Implementation, Distributed Computing, Query Languages, Data Processing, NoSQL, MongoDB, Data Import/Export, SQL, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    The University of Notre Dame

    Ethics of Technology

    Skills you'll gain: Data Ethics, Analytics, Analytical Skills, Responsible AI, Ethical Standards And Conduct, Machine Learning, Business Ethics, AI literacy, Information Privacy, Artificial Intelligence, Predictive Analytics, Social Justice, Technical Design, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, AI powered creativity, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, AI Integrations, AI literacy, Writing and Editing, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Calendar Management, Operational Efficiency, Media Production

    4.6
    Rating, 4.6 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Cloud Deployment, Computer Vision, Generative AI, Image Analysis, Generative Model Architectures, LLM Application, Application Deployment, Model Training, Embeddings, Data Preprocessing

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 1 - 4 Weeks

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    Rutgers the State University of New Jersey

    AI Concepts and Strategy

    Skills you'll gain: Generative Model Architectures, Generative AI, Artificial Intelligence, AI Product Strategy, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Informatics

    4.6
    Rating, 4.6 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    DeepLearning.AI

    تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات

    Skills you'll gain: Model Optimization, Deep Learning, Tensorflow, Data Preprocessing, Model Training, Model Evaluation, Test Data, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Machine Learning, Algorithms, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Macquarie University

    AI-Powered Cybersecurity

    Skills you'll gain: Responsible AI, Incident Response, AI Security, Computer Security Incident Management, Incident Management, Fraud detection, Threat Detection, Security Management, Anomaly Detection, Security Testing, Cyber Attacks, Threat Modeling, Data Ethics, Cybersecurity, Cyber Operations, Network Security, Malware Protection, Crisis Management, Machine Learning, Generative Adversarial Networks (GANs)

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    EDUCBA

    Apply Advanced Statistical Modeling Using SPSS

    Skills you'll gain: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Analytics, Advanced Analytics, Correlation Analysis, Data Analysis, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Analysis, Predictive Modeling, Data Presentation, Predictive Analytics, Statistical Visualization, Scatter Plots

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Apply Modern OpenGL for Real-Time Graphics Programming

    Skills you'll gain: Development Environment, Computer Graphics, Visualization (Computer Graphics), Graphics Software, Cross Platform Development, Computer Graphic Techniques, Video Game Development, Program Development, Build Tools

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Sydney

    Introduction to Advanced Calculus

    Skills you'll gain: Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Differential Equations, Applied Mathematics, Trigonometry, Mathematical Modeling, Linear Algebra, Physics, Numerical Analysis, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Predictive Analytics: Apply, Analyze & Interpret

    Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Analytics, Data Analysis Software, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Analysis, Statistics, Probability & Statistics, Data-Driven Decision-Making, Case Studies

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    M

    Moderna

    mRNAs as Medicines

    Skills you'll gain: Molecular Biology, Pharmacology, Molecular, Cellular, and Microbiology, Pharmacotherapy, Biotechnology, Biochemistry, Life Sciences, Immunology, Precision Medicine, Pharmaceuticals, Cell Biology, Emerging Technologies, Medical Science and Research, Drug Development, Infectious Diseases, Oncology

    4.8
    Rating, 4.8 out of 5 stars
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    165 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • The Ultimate Hands-On Hadoop: Packt
  • Ethics of Technology: The University of Notre Dame
  • AI for Productivity: Duke University
  • Introduction to Transformer Models for NLP: Pearson
  • AI Concepts and Strategy: Rutgers the State University of New Jersey
  • تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات: DeepLearning.AI
  • AI-Powered Cybersecurity: Macquarie University
  • Apply Advanced Statistical Modeling Using SPSS: EDUCBA
  • Apply Modern OpenGL for Real-Time Graphics Programming: EDUCBA
  • Introduction to Advanced Calculus: The University of Sydney

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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