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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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    Packt

    Windows Terminal Skills

    Skills you'll gain: User Interface (UI), User Interface and User Experience (UI/UX) Design

    Beginner · Course · 1 - 3 Months

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    Politecnico di Milano

    Le Derivate: come si calcolano

    Skills you'll gain: Calculus, Computational Thinking, Derivatives, Digital pedagogy, Mathematical Theory & Analysis, Education Software and Technology, Graphical Tools, Graphing

    Intermediate · Course · 1 - 3 Months

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    Pontificia Universidad Católica de Chile

    Análisis de sistemas térmicos usando Python

    Skills you'll gain: Thermal Management, Plot (Graphics), Mechanical Engineering, Engineering Analysis, HVAC, Energy and Utilities, Simulations, Engineering Calculations, Python Programming, NumPy

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Unreal Engine: Design Game HUD, Menus & States

    Skills you'll gain: Interactive Design, User Interface and User Experience (UI/UX) Design, Scripting

    Mixed · Course · 1 - 4 Weeks

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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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    Packt

    Linux in the Cloud

    Skills you'll gain: Linux Administration, Linux Servers, Virtual Networking, Infrastructure As A Service (IaaS)

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Hands-on Linux - Self-Hosted WordPress for Linux Beginners

    Skills you'll gain: Ansible, Ubuntu, Linux Servers, WordPress, Linux Administration, Remote Access Systems, Linux, Linux Commands, Nginx, Servers, Web Servers, Software Installation, Systems Administration, Virtual Machines, Web Development, MySQL, PHP (Scripting Language)

    Beginner · Course · 1 - 3 Months

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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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    LearnQuest

    Deployment and Impact of AI Agents

    Skills you'll gain: Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Business Transformation, Cloud Deployment, Initiative and Leadership, Application Deployment, AI Product Strategy, Digital Transformation, Continuous Monitoring, Agentic systems, Compliance Management, Stakeholder Communications, Regulatory Compliance, Dashboard, CI/CD, Data Pipelines

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    NumPy & Pandas: Analyze & Transform Data

    Skills you'll gain: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

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

  • Windows Terminal Skills: Packt
  • Le Derivate: come si calcolano: Politecnico di Milano
  • Análisis de sistemas térmicos usando Python: Pontificia Universidad Católica de Chile
  • Unreal Engine: Design Game HUD, Menus & States: EDUCBA
  • Network Traffic Analysis for Incident Response: Infosec
  • Linux in the Cloud: Packt
  • Hands-on Linux - Self-Hosted WordPress for Linux Beginners: Packt
  • Microsoft Project for the Web - A Beginner's Guide: Packt
  • Deployment and Impact of AI Agents: LearnQuest
  • NumPy & Pandas: Analyze & Transform Data: 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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