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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

    DirectX 11: Design, Implement & Optimize

    Skills you'll gain: Computer Graphics, Application Development, Visualization (Computer Graphics), Software Design, C++ (Programming Language), Microsoft Windows, Software Architecture, Application Lifecycle Management, Context Management, System Configuration, Debugging

    Mixed · Course · 1 - 4 Weeks

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    Sungkyunkwan University

    How to Understand Our Emotions: Seongho's New Proposal 1

    Skills you'll gain: Compassion, Emotional Intelligence, Empathy, Self-Awareness, Psychology, Cultural Sensitivity, Ethical Standards And Conduct, Decision Making, Critical Thinking

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Empezando con Figma

    Skills you'll gain: Figma (Design Software), Prototyping, Collaborative Software, Mockups, Design, Graphic Design, UI Components, User Interface (UI) Design, Typography, User Accounts, Application Design, Instructional Design, Image Quality, Systems Design

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    Rating, 5 out of 5 stars
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    Beginner · Guided Project · Less Than 2 Hours

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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Django with Tailwind CSS

    Skills you'll gain: Django (Web Framework), Model View Controller, Authentications, Chart.js, Data Import/Export, Full-Stack Web Development, Web Development, Data Modeling, Cascading Style Sheets (CSS), Responsive Web Design, Javascript, User Interface (UI), Development Environment

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Building the Ultimate Cybersecurity Lab and Cyber Range

    Skills you'll gain: Exploit development, Penetration Testing, Cybersecurity, Ansible, Malware Protection, Incident Response, Security Engineering, Cloud Deployment, Infrastructure as Code (IaC), Cloud Platforms, Terraform, Cloud Computing, Cloud Infrastructure, Virtualization, Virtual Machines, Linux, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 한국어

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Google Cloud Platform, Artificial Intelligence, Machine Learning, Model Evaluation, Data Validation

    Intermediate · Course · 1 - 3 Months

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    Packt

    Career Transition Strategies - Moving into a New Industry

    Skills you'll gain: Constructive Feedback, Growth Mindedness, Consulting, Planning, Change Management, Business Relationship Management, AI Enablement, Strategic Decision-Making

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Advanced Data Applications and Integration

    Skills you'll gain: Rmarkdown, Web Scraping, Geospatial Information and Technology, Microsoft Azure, Cloud Storage, Interactive Data Visualization, R Programming, Data Collection, Cloud Services, Data Manipulation, Data Science, Data Visualization Software, Data Integration, Data Analysis, Data Ethics, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

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    Packt

    JavaScript Foundations and Essential Concepts

    Skills you'll gain: Javascript, Event-Driven Programming, HTML and CSS, Application Deployment, Web Development, Full-Stack Web Development, Scripting, Programming Principles, GitHub, Application Development, Object Oriented Programming (OOP), User Interface (UI) Design, Data Validation, Data Structures

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Security Administration with Cisco Defense Orchestrator

    Skills you'll gain: General Networking, Network Architecture, TCP/IP, Threat Management, Cybersecurity, Network Security, Threat Detection, Network Routers, Cyber Attacks, Network Switches, Diagram Design, Firewall, Security Strategy

    Beginner · Course · 1 - 4 Weeks

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    AI Business School

    AI agents and creator tools for customer care professionals

    Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, Productivity, Workflow Management, No-Code Development, AI Orchestration, AI Enablement, AI Personalization, Self Service Technologies, Artificial Intelligence, Generative AI, Customer Service, Digital Transformation, Automation, Operational Efficiency, Responsible AI, Innovation, Initiative and Leadership

    Intermediate · Course · 1 - 4 Weeks

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

  • DirectX 11: Design, Implement & Optimize: EDUCBA
  • How to Understand Our Emotions: Seongho's New Proposal 1: Sungkyunkwan University
  • Empezando con Figma: Coursera
  • Data Science Fundamentals Part 2: Unit 1: Pearson
  • Django with Tailwind CSS: Packt
  • Building the Ultimate Cybersecurity Lab and Cyber Range: Pearson
  • Responsible AI for Developers: Fairness & Bias - 한국어: Google Cloud
  • Career Transition Strategies - Moving into a New Industry: Packt
  • Advanced Data Applications and Integration: Microsoft
  • JavaScript Foundations and Essential 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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