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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


  • A

    Amazon Web Services

    Introduction to Generative AI - Art of the Possible

    Skills you'll gain: Amazon Bedrock, Generative AI, AI Product Strategy, AI Enablement, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    157 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    OWASP Top 10 - 2021

    Skills you'll gain: Open Web Application Security Project (OWASP), Exploitation techniques, Authentications, Vulnerability Assessments, Application Security, Vulnerability Management, Event Monitoring, Security Controls, Data Integrity, Continuous Monitoring, Secure Coding, System Monitoring, Patch Management, Identity and Access Management, Multi-Factor Authentication, Authorization (Computing), Cryptography, Extensible Markup Language (XML), System Configuration, Incident Response

    4.5
    Rating, 4.5 out of 5 stars
    ·
    125 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Unity Procedural Generation & Game Mechanics

    Skills you'll gain: Animation and Game Design, Code Reusability, Unity Engine, Animations, 3D Assets, Software Design Patterns, Video Game Development, Software Visualization, User Interface (UI), Application Performance Management, Game Design, Virtual Environment, Software Development Tools, Development Environment, Visualization (Computer Graphics), System Monitoring, Application Frameworks, Computer Graphics, Performance Tuning, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات

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

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    ChatGPT + Excel: Master AI-driven Formulas & Visualizations

    Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Plot (Graphics), Spreadsheet Software, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Generative AI, Prototyping, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Classify Radio Signals with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Convolutional Neural Networks, Digital Signal Processing, Model Training, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications

    3.7
    Rating, 3.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    LLM Engineering That Works: Prompting, Tuning, and Retrieval

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Model Training, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL

    Intermediate · Professional Certificate · 3 - 6 Months

  • P

    Packt

    Mastering GitHub for Developers and DevOps

    Skills you'll gain: Prompt Engineering, GitHub Copilot, Git (Version Control System), GitHub, Version Control, CI/CD, Infrastructure as Code (IaC), Continuous Integration, Devops Tools, Software Versioning, Microsoft Azure, DevOps, Docker (Software), Software Development Tools, Application Deployment, ChatGPT, Continuous Deployment, Software Installation, Containerization, Amazon Web Services

    4.5
    Rating, 4.5 out of 5 stars
    ·
    32 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI for Financial Controllers: Boosting Budget Accuracy

    Skills you'll gain: Financial Data, Financial Forecasting, Management Reporting, Dashboard, Dashboard Creation, Budgeting, Predictive Modeling, Advanced Analytics, Forecasting, Power BI, Data Synthesis, Decision Intelligence, Generative AI, Tableau Software, Applied Machine Learning, Business Process Automation, Artificial Intelligence, Financial Analysis, Automation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Introduction to Dental Terminology

    Skills you'll gain: Dental Radiography, Dental Procedures, Dentistry, Oral and Dental Care, Radiography, Periodontology, Dental Experience, Dental Care, Oral Health, Dental Instruments, Medical Terminology, Medical Office Procedures, Surgery, Pediatrics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Adobe Premiere Pro for Beginners: Quickstart Video-Editing

    Skills you'll gain: Video Editing, Video Production, Adobe Premiere, Storytelling, Post-Production, Adobe Creative Cloud, Content Creation, Timelines, Editing, File Management

    4.1
    Rating, 4.1 out of 5 stars
    ·
    55 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • T

    The University of Sydney

    Cultural Competence - Aboriginal Sydney

    Skills you'll gain: Intercultural Competence, Cultural Sensitivity, Social Justice, Cultural Diversity, Diversity Awareness, Culture, Social Studies, Public History, Community Organizing, Advocacy, Land Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    303 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Generative AI - Art of the Possible: Amazon Web Services
  • OWASP Top 10 - 2021: Infosec
  • Unity Procedural Generation & Game Mechanics: EDUCBA
  • تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات : DeepLearning.AI
  • ChatGPT + Excel: Master AI-driven Formulas & Visualizations: Vanderbilt University
  • Classify Radio Signals with PyTorch: Coursera
  • LLM Engineering That Works: Prompting, Tuning, and Retrieval: Coursera
  • Mastering GitHub for Developers and DevOps: Packt
  • GenAI for Financial Controllers: Boosting Budget Accuracy: Coursera
  • Introduction to Dental Terminology: University of Pittsburgh

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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