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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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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 7

    Skills you'll gain: Virtual Machines, Virtualization, Containerization, Docker (Software), Cloud Infrastructure, Data Storage, Infrastructure as Code (IaC)

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    CertNexus Certified IoT Practitioner (ITP-110)

    Skills you'll gain: Internet Of Things, General Networking, Information Systems Security, Wireless Networks, Cybersecurity, Systems Integration, Emerging Technologies, Software Development Life Cycle, Safety and Security, Systems Design, Automation, Prototyping, Project Planning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Minnesota

    Prescriptive Analytics Project Ideation

    Skills you'll gain: Simulations, Operations Research, Advanced Analytics, Process Mapping, Operational Analysis, Process Optimization, Project Scoping, Project Planning, Production Planning, Capacity Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Portfolio Management, Investment Management, Complex Problem Solving, Staff Management

    Beginner · Course · 1 - 3 Months

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    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 4

    Skills you'll gain: Wide Area Networks, Network Troubleshooting, Network Monitoring, Software-Defined Networking, System Configuration, Network Performance Management, Firewall, Amazon Web Services, Cloud Services, Software As A Service, TCP/IP, Cloud Technologies, Network Security, Performance Tuning, Intrusion Detection and Prevention

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    NumPy & Pandas: Analyze & Manage Retail Data

    Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, SQL, Google Cloud Platform, Jupyter, Business Workflow Analysis, Big Data

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Ansible From Basics to Guru: Unit 1

    Skills you'll gain: Ansible, IT Automation, Automation, Devops Tools, Linux Servers, Infrastructure as Code (IaC), Servers, Windows Servers, Command-Line Interface, YAML, Configuration Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Oracle RAC Advanced Operations and Deployment Scenarios

    Skills you'll gain: Oracle Databases, Application Lifecycle Management, Operational Databases, Scalability, Database Management, Database Architecture and Administration, Software Installation, Data Storage Technologies, Virtual Machines, Disaster Recovery, Performance Tuning, Network Administration

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Microsoft Project for the Web - A Beginner's Guide

    Skills you'll gain: Project Coordination, Project Schedules, Timelines, Microsoft Outlook, Data Visualization

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced JavaScript & Full-Stack Concepts

    Skills you'll gain: Webpack, Full-Stack Web Development, JSON, Web Development Tools, HTML and CSS, Application Programming Interface (API), Javascript, Web Applications, Event-Driven Programming, Browser Compatibility, Build Tools, Application Deployment, Authentications

    Intermediate · Course · 1 - 3 Months

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    Packt

    The Redux Official Course Tutorial Code Along for All Levels

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Automating Image Creation with HashiCorp Packer for DevOps

    Skills you'll gain: Terraform, Docker (Software), Debugging, Infrastructure as Code (IaC), GitLab, Devops Tools, Multi-Cloud, CI/CD, Ansible, Cloud Platforms, Amazon Web Services, Software Installation, Configuration Management, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

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

  • Linux Foundation Certified System Administrator (LFCS): Unit 7: Pearson
  • CertNexus Certified IoT Practitioner (ITP-110): Packt
  • Prescriptive Analytics Project Ideation: University of Minnesota
  • Cisco Software-Defined Wan for Enterprise & Cloud: Unit 4: Pearson
  • NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
  • Work with Gemini Models in BigQuery - Bahasa Indonesia: Google Cloud
  • Ansible From Basics to Guru: Unit 1: Pearson
  • Oracle RAC Advanced Operations and Deployment Scenarios: Packt
  • Microsoft Project for the Web - A Beginner's Guide: Packt
  • Advanced JavaScript & Full-Stack Concepts: 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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