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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


  • P

    Packt

    The Docker Masterclass for Beginners

    Skills you'll gain: Docker (Software), CI/CD, Containerization, Development Environment, Continuous Deployment, Continuous Integration, Devops Tools, DevOps, Application Deployment, Linux, Software Development Tools, YAML, Data Persistence, Command-Line Interface

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Hosting a Web App on Google Cloud Using Compute Engine Azure

    Skills you'll gain: Cloud Hosting, Load Balancing, Cloud Deployment, Cloud Applications, Google Cloud Platform, Infrastructure As A Service (IaaS), Cloud Computing, Microsoft Azure, Virtual Machines, Web Servers, Servers, Managed Services

    Beginner · Project · Less Than 2 Hours

  • P

    Pearson

    Practical Cybersecurity Fundamentals: Unit 2

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Hunting, Cyber Threat Intelligence, Digital Forensics, Computer Security Incident Management, Threat Detection, Cybersecurity, Mobile Security, Network Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    تعرَف على هياكل البيانات في بايثون من خلال التطبيق العملي

    Skills you'll gain: File I/O, Data Structures, Data Management, Programming Principles, Python Programming, Data Storage, Computer Programming, Scripting

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Advanced Blender Techniques for Realistic Vegetation

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Virtual Reality, Animation and Game Design

    Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

  • A

    Arm

    Teaching AI on the Edge

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, AI Security, Artificial Intelligence, Large Language Modeling, Transfer Learning, Generative AI, Model Evaluation, Model Deployment, Information Privacy, Data Security

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Configuración de APIs en Python: Crea un API REST

    Skills you'll gain: Restful API, API Design, Application Programming Interface (API), Virtual Environment, Python Programming, User Accounts, Application Security, Encryption, Data Modeling

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction to Image Generation - 한국어

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Image Analysis, Applied Mathematics, Physics

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Responsible AI Principles

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement

    Beginner · Course · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Introduction to Data Science (Public Policy)

    Skills you'll gain: Web Scraping, Research Design, Matplotlib, Research, Data Ethics, Data Processing, Data Collection, Seaborn, Text Mining, Data Science, Data Visualization Software, Pandas (Python Package), JSON, Application Programming Interface (API), Data Analysis, Python Programming, Natural Language Processing

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: HR)

    Skills you'll gain: AI Enablement, Human Capital, People Analytics, Workforce Development, Business Process Automation, Digital Transformation, Employee Engagement, Recruitment, Constructive Feedback

    Intermediate · Course · 1 - 4 Weeks

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

  • The Docker Masterclass for Beginners: Packt
  • Hosting a Web App on Google Cloud Using Compute Engine Azure: Google Cloud
  • Practical Cybersecurity Fundamentals: Unit 2: Pearson
  • تعرَف على هياكل البيانات في بايثون من خلال التطبيق العملي: Coursera
  • Advanced Blender Techniques for Realistic Vegetation: Packt
  • Data Warehousing and Integration Part 2: Northeastern University
  • Teaching AI on the Edge: Arm
  • Configuración de APIs en Python: Crea un API REST: Coursera
  • Introduction to Image Generation - 한국어: Google Cloud
  • Responsible AI Principles: 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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