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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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    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, Generative Model Architectures, CrewAI, AI Orchestration, Generative AI, AI Workflows, Agentic systems, Prompt Patterns, Tool Calling, LLM Application, Model Deployment, Systems Architecture, Responsible AI, Context Management, Application Deployment, Collaboration, Data Integration, Job Evaluation, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

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    Advancing Women in Tech

    Real-World Cybersecurity Leadership

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Vendor Management, Business Priorities, Cyber Security Assessment, Enterprise Security, Security Management, Security Awareness, Information Systems Security, Technical Consulting, Business Risk Management, Business Communication, Strategic Leadership, Leadership and Management, Risk Management, Business Metrics, Team Leadership, Compliance Auditing, Information Technology, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Blender to Unreal Engine 5: Foundation and Asset Creation

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Virtual Environment, Computer Graphics, Augmented and Virtual Reality (AR/VR), Video Game Development, Game Design, Computer Graphic Techniques, Animation and Game Design, Design Elements And Principles, File Management, Editing, Graphics Software, User Interface (UI), Data Import/Export

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    IA generativa: explora el panorama

    Skills you'll gain: Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, AI Product Strategy, AI Enablement, Cloud Platforms, Artificial Intelligence, No-Code Development, MLOps (Machine Learning Operations), Business Requirements

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Management, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis, Systems Design

    Mixed · Course · 1 - 3 Months

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    Coursera

    Copilot Power Apps for Beginners: Create an Expense Tracker

    Skills you'll gain: Microsoft Copilot, Microsoft Power Platform, No-Code Development, Application Development, Development Environment, Data Structures, User Interface (UI), Generative AI

    Beginner · Guided Project · Less Than 2 Hours

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    Board Infinity

    Complete Interview Prep: Foundations, GD & Domain Interviews

    Skills you'll gain: Presentations, Adaptability

    4.5
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    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Introduction to Flask framework

    Skills you'll gain: Flask (Web Framework), Web Applications, Package and Software Management, Web Frameworks, Application Frameworks, Debugging, Program Development, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

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    Fundação Instituto de Administração

    Marketing e o Consumidor no Ambiente Digital

    Skills you'll gain: Marketing Strategies, Digital Marketing, Performance marketing, Marketing Analytics, Key Performance Indicators (KPIs), Consumer Behaviour, E-Commerce, Target Market, Customer Insights, Market Analysis, Data Analysis, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

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    Illinois Tech

    Open Source Programming - Bachelor's

    Skills you'll gain: Object Oriented Programming (OOP), Web Scraping, Data Structures, Test Driven Development (TDD), Computer Programming, Python Programming, Scripting Languages, User Interface (UI), Open Source Technology, Database Development, Program Development, File I/O, Data Persistence, Software Design

    4.8
    Rating, 4.8 out of 5 stars
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    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Advanced Reproducibility in Cancer Informatics

    Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Informatics, Automation, Data Analysis, R Programming

    Advanced · Course · 1 - 3 Months

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    Pearson

    (SSCP) Systems Security Certified Practitioner

    Skills you'll gain: Incident Response, Vulnerability Management, Continuous Monitoring, Digital Forensics, Public Key Infrastructure, Security Management, Business Continuity Planning, Cryptography, Endpoint Security, Disaster Recovery, Computer Security Incident Management, Encryption, Network Security, Authentications, Mobile Security, OSI Models, System Monitoring, Security Controls, Security Strategy, Risk Analysis

    Beginner · Specialization · 1 - 3 Months

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

  • GenAI Foundations and AI Agents Development: Starweaver
  • Real-World Cybersecurity Leadership: Advancing Women in Tech
  • Blender to Unreal Engine 5: Foundation and Asset Creation: Packt
  • IA generativa: explora el panorama: Google Cloud
  • Data Warehousing and Integration Part 1: Northeastern University
  • Copilot Power Apps for Beginners: Create an Expense Tracker: Coursera
  • Complete Interview Prep: Foundations, GD & Domain Interviews: Board Infinity
  • Introduction to Flask framework: Duke University
  • Marketing e o Consumidor no Ambiente Digital: Fundação Instituto de Administração
  • Open Source Programming - Bachelor's: Illinois Tech

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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