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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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    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Computer Graphics, User Interface (UI), Scripting

    Mixed · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 4

    Skills you'll gain: Linux Administration, Linux, Authorization (Computing), System Configuration, Network Routing, Network Troubleshooting, Network Administration, Network Analysis, Network Protocols, File Systems, Service Management, OS Process Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Migrating to AlloyDB from PostgreSQL Using Database Migration Service

    Skills you'll gain: Data Migration, Google Cloud Platform, PostgreSQL, Operational Databases, Data Validation, Data Integrity, Virtual Private Networks (VPN)

    Beginner · Project · Less Than 2 Hours

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    Packt

    Secure Networking in Azure

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Virtual Private Networks (VPN), Network Security, Microsoft Azure, Network Administration, Network Routing, Cloud Security, Firewall, Virtual Networking, Wide Area Networks, Network Architecture, Network Monitoring, Security Controls, Encryption, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 5

    Skills you'll gain: Kubernetes, DevOps, YAML, Continuous Deployment, Application Programming Interface (API), Authorization (Computing), Application Deployment, Role-Based Access Control (RBAC), Application Security, Authentications, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    IT Service Management: Career Guide

    Skills you'll gain: IT Service Management, Service Management, Digital Transformation, Information Technology Infrastructure Library, IT Management, Communication Strategies, Stakeholder Communications, Management Training And Development, Enterprise Application Management, Organizational Strategy, Professional Networking, Value Propositions, Business Operations, Continuous Improvement Process

    Beginner · Course · 3 - 6 Months

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    Codio

    Visualizing Data & Communicating Results in Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Statistical Visualization, Data Visualization Software, Interactive Data Visualization, Data Presentation, Scatter Plots, Jupyter, Histogram, Box Plots, Graphing, Computer Programming, Development Environment, Animations

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Unreal Engine 5 – Create A Zombie Survivor FPS Game

    Skills you'll gain: Unreal Engine, Animation and Game Design, Video Game Development, 3D Assets, Game Design, Development Testing, Artificial Intelligence, User Interface (UI), Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Unreal Engine: Design & Implement Landscapes for Games

    Skills you'll gain: Unreal Engine, Virtual Environment, 3D Assets, Game Design, Design Strategies, Computer Graphics, System Configuration

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 4

    Skills you'll gain: Linux Administration, Linux, Linux Commands, Bash (Scripting Language), Linux Servers, Unix, Operating System Administration, Shell Script, Unix Shell, OS Process Management, Network Administration, Unix Commands, System Configuration, Command-Line Interface, System Monitoring, Operating Systems, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Designing Software-Defined Branch Infrastructures

    Skills you'll gain: Threat Management, Threat Detection, Infrastructure Security, Software-Defined Networking, Network Architecture, Network Planning And Design, Network Security, Cloud-Based Integration, Network Infrastructure, Internet Of Things, Multi-Cloud, Wide Area Networks, Technical Consulting, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 6

    Skills you'll gain: Kubernetes, Network Troubleshooting, Authentications, Debugging, Event Monitoring, System Monitoring, Application Deployment, API Design, Application Programming Interface (API), Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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

  • Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
  • CompTIA Linux+ XK0-005: Unit 4: Pearson
  • Migrating to AlloyDB from PostgreSQL Using Database Migration Service: Google Cloud
  • Secure Networking in Azure: Packt
  • Certified Kubernetes Application Developer (CKAD): Unit 5: Pearson
  • IT Service Management: Career Guide: Packt
  • Visualizing Data & Communicating Results in Python: Codio
  • Unreal Engine 5 – Create A Zombie Survivor FPS Game: Packt
  • Unreal Engine: Design & Implement Landscapes for Games: EDUCBA
  • Linux Foundation Certified System Administrator (LFCS): Unit 4: Pearson

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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