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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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    CertNexus

    AgenticAIBIZ (Exam AGZ-110): Foundations of Agentic AI

    Skills you'll gain: Agentic systems, Generative AI Agents, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Risk Management, Business Process Automation, Generative AI, Business Strategy, Automation, Data Strategy, Process Improvement, Large Language Modeling, Process Improvement and Optimization, Data Ethics, Process Optimization, Operational Efficiency, Customer Service, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Pearson

    Data Science Fundamentals Part 1: Unit 3

    Skills you'll gain: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Data Store, Databases, Descriptive Analytics, Data Persistence, Data Analysis, Graphical Tools

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    ETL pipelines con Python: recopila datos de Spotify

    Skills you'll gain: Data Visualization, Interactive Data Visualization, Data Transformation, Data Processing, Data Presentation, Business Intelligence Software, Business Intelligence, Data Analysis, Extract, Transform, Load, Exploratory Data Analysis, Data Collection, Data Pipelines, Data Access, Music, Development Environment, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    The Complete Tableau Bootcamp for Aspiring Data Scientists

    Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Graphing, Data Preprocessing, Data Manipulation, Scatter Plots, Data Wrangling, Data Analysis, Data Modeling, Software Installation, Data Integration, Data Access

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Colorado System

    Planning, HUDs, and Spawners in GameMaker

    Skills you'll gain: Video Game Development, Game Design, Unity Engine, Unreal Engine, Program Development, No-Code Development, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Google Cloud SQL: Design, Deploy & Optimize Databases

    Skills you'll gain: Database Administration, Database Management, Relational Databases, SQL, Database Systems, Google Cloud Platform, Operational Databases, Database Design, Databases, Database Architecture and Administration, MySQL, Database Management Systems, System Configuration, Data Migration, Cloud Deployment, Database Software, Security Controls, Data Import/Export, Data Storage, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Terraform Cloud - Automation, Workspaces, and Integration

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Management, Amazon Web Services, Cloud Infrastructure, AWS Identity and Access Management (IAM), Continuous Deployment, GitHub, Identity and Access Management, Authentications, Relational Databases, Data Validation

    Beginner · Course · 1 - 3 Months

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    Eindhoven University of Technology

    Lightcap 2: Basics of light and its effects on humans

    Skills you'll gain: Systems Of Measurement, Sensory Systems Analysis, Psychology, Behavioral Health, Electrophysiology, Physiology, Psychological Evaluations, Physics, Technical Standard, Biology, Scientific Visualization, Experimentation, Research Methodologies

    Mixed · Course · 1 - 3 Months

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    LearnQuest

    Advanced Techniques for Implementing Security Services

    Skills you'll gain: Cyber Security Policies, Remote Access Systems, Security Management, Computer Security Incident Management, Data Security, Law, Regulation, and Compliance, Cybersecurity, Security Controls, Vulnerability Management, Computer Security Awareness Training, Incident Response, Security Software, Incident Management, End User Training and Support, Human Factors (Security), Security Awareness, General Data Protection Regulation (GDPR), Information Privacy, Human Factors

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    AI CERTs

    Securing the Assets: Bitcoin Security

    Skills you'll gain: Cyber Security Strategy, Threat Modeling, Fraud detection, Data Security, Security Controls, Security Awareness, Operational Risk, Threat Detection, Information Systems Security, Threat Management, Key Management, Security Engineering, Payment Systems, Encryption, Infrastructure Security, Regulatory Compliance, Network Protocols, Financial Regulation, Scripting, Scalability

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Full-Stack Web Development with SvelteKit & Supabase

    Skills you'll gain: UI Components, Application Deployment, Database Management, Data Store, Databases, JavaScript Frameworks, Web Applications, Authentications, Front-End Web Development, Application Development, OpenAI API, AI Integrations, Back-End Web Development, Code Reusability, User Interface (UI), OAuth, User Accounts, Data Persistence

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Model Optimization, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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

  • AgenticAIBIZ (Exam AGZ-110): Foundations of Agentic AI: CertNexus
  • Data Science Fundamentals Part 1: Unit 3: Pearson
  • ETL pipelines con Python: recopila datos de Spotify: Coursera
  • The Complete Tableau Bootcamp for Aspiring Data Scientists: Packt
  • Planning, HUDs, and Spawners in GameMaker: University of Colorado System
  • Google Cloud SQL: Design, Deploy & Optimize Databases: Whizlabs
  • Terraform Cloud - Automation, Workspaces, and Integration: Packt
  • Lightcap 2: Basics of light and its effects on humans: Eindhoven University of Technology
  • Advanced Techniques for Implementing Security Services: LearnQuest
  • Securing the Assets: Bitcoin Security: AI CERTs

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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