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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


  • O

    O.P. Jindal Global University

    Democratic Governance and Policymaking

    Skills you'll gain: Political Sciences, Policy Development, Policy Analysis, Public Policies, Governance, Economics, Policy, and Social Studies, Community Development, Public Administration, Public Affairs, Social Sciences, Social Justice, Case Studies, Economics, Sociology

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Artificial Intelligence in Unreal Engine 5

    Skills you'll gain: Unreal Engine, Agentic systems, AI Workflows, Game Design, Video Game Development, Animation and Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, C++ (Programming Language), Algorithms

    Intermediate · Course · 3 - 6 Months

  • P

    Pearson

    Certified Kubernetes Administrator (CKA): Unit 4

    Skills you'll gain: Kubernetes, Data Storage, Cloud-Native Computing, YAML, Data Storage Technologies, Data Persistence, Data Management, Configuration Management, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Sales Coaching and Team Enablement for the Digital Era

    Skills you'll gain: Sales Enablement, Personal Development, Diversity Training, Empowerment, Employee Coaching, Coaching, Knowledge Transfer, Sales Development, Team Collaboration, Sales Management, Agile Methodology, Self-Awareness, Intercultural Competence, Sales Training, Collaboration, Diversity Awareness, Cultural Sensitivity, Team Performance Management, AI Personalization, Growth Mindedness

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Confident RPA UiPath Developer - Build 8 Projects

    Skills you'll gain: Robotic Process Automation, Verification And Validation, Development Testing, HR Tech, Business Logic, Document Management, Application Frameworks, Data Integration, File I/O

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Designing Production LLM Architectures

    Skills you'll gain: LLM Application, Kubernetes, Systems Architecture, Large Language Modeling, Data Pipelines, Software Architecture, Software Design, Model Deployment, Application Deployment, Microservices, Apache Airflow, Containerization, Infrastructure Architecture, Cloud-Native Computing, Scalability, AWS CloudFormation, Managed Services, Azure DevOps, Open Source Technology, Diagram Design

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Computer Vision: Face Recognition Quick Starter in Python

    Skills you'll gain: Computer Vision, Python Programming, Image Analysis, Real Time Data, Classification Algorithms, Visualization (Computer Graphics), Model Optimization, Development Environment, Software Installation, Algorithms

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Microsoft Azure For .NET Developers

    Skills you'll gain: Infrastructure As A Service (IaaS), Azure Active Directory, Microsoft Azure, Virtual Machines, Cloud Hosting, .NET Framework, Cloud Deployment, Kubernetes, Cloud Infrastructure, Docker (Software), Cloud Development, Cloud Applications, Microsoft Development Tools, Containerization, Microsoft SQL Servers, Application Deployment, Platform As A Service (PaaS), Database Application, Active Directory, Microsoft Visual Studio

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Designing Data Storage and Integration Solutions in Azure

    Skills you'll gain: Data Integration, Microsoft Azure, Data Storage Technologies, Cloud Storage, Disaster Recovery, Data Architecture, Database Design, Data Storage, Cloud Security, NoSQL, Encryption, Relational Databases, Security Controls, Scalability, Performance Tuning, Data Access, Identity and Access Management

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Advanced Oracle Monitoring and Tuning Techniques

    Skills you'll gain: Data Maintenance, Database Architecture and Administration, Database Management Systems, Memory Management

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Advanced Python Techniques for Data Science & AI

    Skills you'll gain: Plotly, Pandas (Python Package), Plot (Graphics), Interactive Data Visualization, Data Visualization, Data Analysis, Data Visualization Software, Restful API, Application Programming Interface (API), Python Programming, Data Manipulation, Data Validation, Context Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    SQL for Any IT Professional: Unit 4

    Skills you'll gain: SQL, Database Management, Query Languages, Relational Databases, Database Development, Database Management Systems, Database Architecture and Administration, Databases, Database Design, Data Access, Data Analysis, Data Integrity, Data Manipulation, User Accounts

    Intermediate · Course · 1 - 4 Weeks

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

  • Democratic Governance and Policymaking: O.P. Jindal Global University
  • Artificial Intelligence in Unreal Engine 5: Packt
  • Certified Kubernetes Administrator (CKA): Unit 4: Pearson
  • Sales Coaching and Team Enablement for the Digital Era: LearnQuest
  • Confident RPA UiPath Developer - Build 8 Projects: Packt
  • Designing Production LLM Architectures: Coursera
  • Computer Vision: Face Recognition Quick Starter in Python: Packt
  • Microsoft Azure For .NET Developers: Packt
  • Designing Data Storage and Integration Solutions in Azure: Packt
  • Advanced Oracle Monitoring and Tuning Techniques: 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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