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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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    Infosec

    Network Traffic Analysis for Incident Response

    Skills you'll gain: Event Monitoring, OSI Models, Network Monitoring, Network Protocols, Cyber Threat Intelligence, Network Analysis, Network Troubleshooting, TCP/IP, Distributed Denial-Of-Service (DDoS) Attacks, Threat Detection, General Networking, Network Security, Incident Response, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Leadership: Implementing DEI at Your Company

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Programs, Diversity Awareness, Workplace inclusivity, Initiative and Leadership, Organizational Leadership, Leadership Development, Strategic Leadership, Organizational Change, Organizational Effectiveness, Case Studies, Goal Setting

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    cPanel Web Hosting Management Mastery

    Skills you'll gain: Email Security, File Management, Control Panels, Web Analytics and SEO, MySQL, Apache, Cloud Hosting, Public Key Infrastructure, User Accounts, Data Security, Encryption, Database Management, Web Servers, Email Automation, System Configuration, PHP (Scripting Language), Server Administration, Performance Tuning, Content Management, Data Storage

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Product Reviews Text-based Search - OpenAI Text Embedding

    Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

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    University of Michigan

    Python استخدام قواعد البيانات مع

    Skills you'll gain: Relational Databases, Data Visualization Software, Databases, MySQL, Database Design, Database Systems, SQL, Database Management Systems, Database Management, Query Languages, Object Oriented Programming (OOP), Data Storage, Data Processing, Web Scraping, Python Programming, Data Collection, Display Devices

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Zabbix: Configure, Monitor & Secure IT Systems

    Skills you'll gain: System Monitoring, Event Monitoring, System Configuration, Linux Servers, Virtual Machines, TCP/IP, Security Controls, Apache, Windows Servers, Software Installation, MySQL

    Mixed · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Flow Controls

    Skills you'll gain: Python Programming, Programming Principles, Data Structures, Computational Logic, Debugging, Computational Thinking, Maintainability

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Python Case Study - Customer Brokerage Management System

    Skills you'll gain: Data Validation, Object Oriented Programming (OOP), Customer Data Management, Business Logic, Financial Data, User Interface (UI), Program Development, Real Time Data, Command-Line Interface, Scripting, Application Development, Python Programming

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    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Agile Project Management Frameworks and Methodologies

    Skills you'll gain: Agile Project Management, Agile Software Development, Agile Methodology, Sprint Retrospectives, Project Controls, Project Scoping, Project Management Life Cycle, Sprint Planning, Project Management, User Story, Project Documentation, Scope Management, Change Control, Waterfall Methodology, Lean Methodologies, Prioritization

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Scale VM-Series to secure Google Cloud Networks

    Skills you'll gain: Firewall, Cloud Security, Network Security, Google Cloud Platform, Virtual Networking, Cloud Computing, Virtual Machines, Network Architecture, Computer Networking, Scalability, Web Applications

    Advanced · Project · Less Than 2 Hours

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    Packt

    Advanced Oracle Monitoring and Tuning Techniques

    Skills you'll gain: Database Architecture and Administration

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Python Tkinter: Design, Build & Integrate GUIs

    Skills you'll gain: Event-Driven Programming, Payment Systems, User Interface (UI), UI Components, MySQL, Application Design, Database Application, Python Programming, Transaction Processing, Application Development, User Interface (UI) Design, Database Management, Debugging

    Mixed · Course · 1 - 4 Weeks

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

  • Network Traffic Analysis for Incident Response: Infosec
  • Leadership: Implementing DEI at Your Company: Skillshare
  • cPanel Web Hosting Management Mastery: EDUCBA
  • Product Reviews Text-based Search - OpenAI Text Embedding: Coursera
  • Python استخدام قواعد البيانات مع: University of Michigan
  • Zabbix: Configure, Monitor & Secure IT Systems: EDUCBA
  • BiteSize Python for Absolute Beginners: Flow Controls: University of Colorado Boulder
  • Python Case Study - Customer Brokerage Management System: EDUCBA
  • Agile Project Management Frameworks and Methodologies: LearnKartS
  • Scale VM-Series to secure Google Cloud Networks: Google Cloud

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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