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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

    Real-World Edge Computing

    Skills you'll gain: Model Deployment, Cloud-Native Computing, Application Deployment, Containerization, Security Controls, Kubernetes, Network Planning And Design, MLOps (Machine Learning Operations), Cloud Computing, Endpoint Security, Applied Machine Learning, Enterprise Application Management, Continuous Deployment, Cloud Infrastructure, Docker (Software), Application Security, DevOps, General Networking, Software Design, Software Development

    Intermediate · Course · 3 - 6 Months

  • 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

    Beginner · Course · 1 - 3 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

  • G

    Google Cloud

    Creating a Persistent Disk

    Skills you'll gain: Cloud Storage, Cloud Management, Virtual Machines, Cloud Computing, Data Storage, Cloud Infrastructure, Virtualization and Virtual Machines, Google Cloud Platform, Data Manipulation

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    API Development and Model Serving

    Skills you'll gain: Model Context Protocol, Load Balancing, Containerization, Docker (Software), Model Deployment, Restful API, API Design, Application Programming Interface (API), Authentications, Application Deployment, Tool Calling, Scalability, Performance Tuning, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alberta Machine Intelligence Institute

    Generative AI for Audio and Images: Models and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), AI powered creativity, Autoencoders, Convolutional Neural Networks, Model Training, Responsible AI, Computer Vision, Music, Digital Signal Processing

    Mixed · Course · 1 - 4 Weeks

  • C

    Creo Incubator

    Cultivating Executive Presence

    Skills you'll gain: Executive Presence, Influencing, Oral Expression, Composure, Non-Verbal Communication, Verbal Communication Skills, Business Communication, Persuasive Communication, Communication, Discussion Facilitation, Leadership, Stakeholder Communications, Public Speaking, Business Leadership, Professionalism, Adaptability, Professional Development, Personal Attributes, Growth Mindedness, Constructive Feedback

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Managing Databases - End to End Web Development

    Skills you'll gain: Restful API, Database Design, API Design, MongoDB, Database Theory, Database Management, Authentications, Application Programming Interface (API), Relational Databases, Web Services, Database Systems, Performance Tuning, Databases, Database Architecture and Administration, Authorization (Computing), NoSQL, SQL, Frontend Integration, Node.JS

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    PM Phases: Initiate, Plan, Execute

    Skills you'll gain: Project Closure, Risk Mitigation, Project Implementation, Project Risk Management, Project Planning, Risk Analysis, Goal Setting, Business Communication

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Python Features and Functions

    Skills you'll gain: Code Reusability, Functional Design, Memory Management, Software Documentation

    Intermediate · Course · 3 - 6 Months

  • L

    Logical Operations

    Python Data Science: NumPy

    Skills you'll gain: NumPy, Data Transformation, Data Manipulation, Data Cleansing, Jupyter, Data Processing, Data Analysis, Data Science, Data Import/Export, Python Programming, Data Management, Virtual Machines, Virtualization and Virtual Machines, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Track, Export and Dashboard in Jira

    Skills you'll gain: Dashboard, Dashboard Creation, Performance Reporting, Issue Tracking, Data Visualization, Microsoft Excel, Project Management Software, Project Schedules, Agile Project Management, Project Management, Workflow Management, Analysis, Data Management

    Beginner · Course · 1 - 4 Weeks

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

  • Real-World Edge Computing: Packt
  • Democratic Governance and Policymaking: O.P. Jindal Global University
  • Designing Data Storage and Integration Solutions in Azure: Packt
  • Creating a Persistent Disk: Google Cloud
  • API Development and Model Serving: Coursera
  • Generative AI for Audio and Images: Models and Applications: Alberta Machine Intelligence Institute
  • Cultivating Executive Presence: Creo Incubator
  • Managing Databases - End to End Web Development: Board Infinity
  • PM Phases: Initiate, Plan, Execute: Coursera
  • Advanced Python Features and Functions: 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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