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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

    Security, Compliance, and Governance for AI Solutions

    Skills you'll gain: AI Security, Responsible AI, Data Governance, AWS Identity and Access Management (IAM), Cloud Security, AI Integrations, Amazon Web Services, Threat Modeling, Security Controls

    4.5 stars, 143 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (143) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • E

    EDUCBA

    Master Kotlin Programming Fundamentals and OOP Concepts

    Skills you'll gain: Code Reusability, Maintainability, Program Development, Development Environment, Software Installation

    5 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (14) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Exploratory Data Analysis With Python and Pandas

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Plot (Graphics), Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Data Science, Statistical Analysis, Data Wrangling, Python Programming

    4.5 stars, 448 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (448) · Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Essential Cloud Infrastructure: Foundation - Español

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Infrastructure As A Service (IaaS), Cloud Engineering, Cloud Computing, Cloud Computing Architecture, Infrastructure Architecture, Cloud Platforms, Cloud Solutions, Computing Platforms, Network Infrastructure, Virtual Networking, Virtual Machines, Cloud Storage, Cloud Management, Cloud Deployment, General Networking, Virtualization and Virtual Machines, Network Administration, Network Routing

    4.8 stars, 368 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (368) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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, Vibe coding, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Prompt Engineering, Prototyping, Verification And Validation, Data Import/Export

    4.8 stars, 79 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (79) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Evaluating User Interfaces

    Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, UI/UX Research, Human Computer Interaction, User Interface (UI) Design, Interaction Design, Test Planning

    4.7 stars, 276 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (276) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Modern Natural Language Processing

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Convolutional Neural Networks, Artificial Neural Networks, Encryption, Python Programming, Cryptography, Fine-tuning, Machine Learning Methods, Text Mining, Classification Algorithms, Applied Machine Learning, Model Training, Probability Distribution, Machine Learning Algorithms, Algorithms

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Enterprise AI and Data Engineering with Databricks

    Skills you'll gain: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy

    4.5 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (16) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI for Software Engineers & Developers

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Gemini, Model Deployment, Generative AI Agents, GitHub Copilot, Generative Adversarial Networks (GANs), Google Gemini, Responsible AI, Performance Tuning, Software Development Tools, Code Review, Software Engineering, Artificial Intelligence, AI Personalization, Software Development, Software Quality Assurance, Debugging, Automation

    4.2 stars, 17 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (17) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Deploy Applications Using Docker Containers

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Development Environment, Continuous Delivery, Devops Tools, Data Persistence, Software Architecture, WordPress, Data Storage, Virtual Networking, Back-End Web Development, Configuration Management, Spring Boot, MySQL, Data Management, Software Installation, Front-End Web Development

    5 stars, 12 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (12) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Unreal Engine Advanced Gameplay & AI Mastery

    Skills you'll gain: UI Components, Game Design, Video Game Development, Unreal Engine, User Interface (UI) Design, Interactive Design, Animation and Game Design, Data Persistence, Virtual Environment, Computer Graphics, 3D Assets, Visualization (Computer Graphics), Scripting, User Interface and User Experience (UI/UX) Design, Artificial Intelligence, Data Management, Data Structures, Data Manipulation, Debugging, Computer Graphic Techniques

    4.7 stars, 15 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (15) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, AI Security, Threat Modeling, MLOps (Machine Learning Operations), Budget Management, Security Testing, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    3.1 stars, 8 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.1 (8) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Security, Compliance, and Governance for AI Solutions: Amazon Web Services
  • Master Kotlin Programming Fundamentals and OOP Concepts: EDUCBA
  • Exploratory Data Analysis With Python and Pandas: Coursera
  • Essential Cloud Infrastructure: Foundation - Español: Google Cloud
  • ChatGPT + Excel: Master AI-driven Formulas & Visualizations: Vanderbilt University
  • Evaluating User Interfaces: University of Minnesota
  • Modern Natural Language Processing: Packt
  • Enterprise AI and Data Engineering with Databricks: Pragmatic AI Labs
  • Generative AI for Software Engineers & Developers: Edureka
  • Analyze and Deploy Applications Using Docker Containers: EDUCBA

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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