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Applied Machine Learning Courses Online

Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.

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Explore the Applied Machine Learning Course Catalog

  • P

    Packt

    Fundamentals of Secure Software

    Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, Application Security, Software Development Life Cycle, DevSecOps, Security Testing, Secure Coding, Security Software, Security Engineering, Cloud Security, Encryption, Vulnerability Scanning, Software Development, Threat Detection, Cryptography, Software Testing, CI/CD, Cloud Platforms, Vulnerability Assessments, Configuration Management

    Intermediate · Course · 3 - 6 Months

  • D

    Duke University

    Understand Big O Notation in Python

    Skills you'll gain: Scalability, Performance Analysis, Simulations, Algorithms, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Architecture, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Beginner's Guide to Unit Testing

    Skills you'll gain: Unit Testing, Test Case, Test Driven Development (TDD), Debugging, Software Testing, Development Testing, Test Automation, Test Tools, Quality Assurance

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Data Mining, Unsupervised Learning, Statistical Modeling, Supervised Learning, Deep Learning, Machine Learning Algorithms, Anomaly Detection, Probability, Statistical Inference, Service Level, Performance Testing, Statistical Hypothesis Testing, Dimensionality Reduction, Applied Machine Learning, Data Warehousing, Statistical Machine Learning, Data Pipelines, Data Science, Bash (Scripting Language), Statistical Methods

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • P

    Packt

    ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Data Presentation, Exploratory Data Analysis, Data Mapping, Descriptive Statistics, Data Access

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    生成 AI: 基本概念の理解

    Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Unstructured Data, Artificial Intelligence, Application Security, Data Modeling, Data Quality, Data Access, Machine Learning, Business Solutions

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Vulnerability Types and Concepts

    Skills you'll gain: Threat Modeling, Vulnerability Scanning, Vulnerability Management, Vulnerability Assessments, Risk Management, Secure Coding, Cyber Security Assessment, Security Testing, Cyber Governance, Risk Management Framework, Threat Management, Cyber Attacks, Software Development Life Cycle, Application Security, Cyber Security Policies, Threat Detection, Security Management, Security Controls, Security Strategy

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    Developing Secure IoT Applications

    Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Engineering, Information Systems Security, Data Security, Cloud Services, Infrastructure Security, Security Controls, Cloud Computing, Application Design, Time Series Analysis and Forecasting, Encryption, Cryptography, Data Analysis, Identity and Access Management, Data Integrity, Authentications, Predictive Analytics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Microsoft Cybersecurity Architect - SC-100 Exam Prep

    Skills you'll gain: Cyber Threat Intelligence, Threat Management, Threat Modeling, Zero Trust Network Access, Security Management, DevSecOps, Identity and Access Management, Application Security, Data Security, Cybersecurity, Microsoft Azure, Cyber Security Strategy, Security Strategy, IT Security Architecture, Cloud Security, Azure Active Directory

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Mastering Linux Command Line

    Skills you'll gain: Linux Commands, Linux, OS Process Management, Command-Line Interface, Unix Commands, User Accounts, Bash (Scripting Language), Shell Script, Linux Administration, Unix Shell, File Management, Remote Access Systems, Scripting, DevOps

    Beginner · Course · 3 - 6 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Personal Investing for Working Professionals

    Skills you'll gain: Portfolio Management, Investment Management, Investments, Tax Planning, Wealth Management, Risk Management, Financial Planning, Asset Management, Goal Setting, Equities, Financial Analysis, Financial Acumen, Planning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Object-Oriented Analysis and Design: Patterns and Principles

    Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Conceptual Design

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • Fundamentals of Secure Software: Packt
  • Understand Big O Notation in Python: Duke University
  • Beginner's Guide to Unit Testing: Scrimba
  • Data Science Graduate Certificate: University of Colorado Boulder
  • ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro: Packt
  • 生成 AI: 基本概念の理解: Google Cloud
  • Vulnerability Types and Concepts: Packt
  • Developing Secure IoT Applications: EDUCBA
  • Microsoft Cybersecurity Architect - SC-100 Exam Prep: Packt
  • Mastering Linux Command Line: Packt

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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