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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


  • V

    Vanderbilt University

    The Future of Education with AI: Exploring Perspectives

    Skills you'll gain: Education Software and Technology, Digital pedagogy, Artificial Intelligence, AI Personalization, Generative AI, Responsible AI, digital literacy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Getting Started with Docker

    Skills you'll gain: Docker (Software), Containerization, Kubernetes, CI/CD, Application Deployment, DevOps, Ubuntu, Development Environment, Software Configuration Management, Software Installation, Application Lifecycle Management, Command-Line Interface

    3
    Rating, 3 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    ISC2

    Cryptography

    Skills you'll gain: Cryptography, Key Management, Public Key Infrastructure, Encryption, Cryptographic Protocols, Data Security, Public Key Cryptography Standards (PKCS), Cybersecurity, Application Security, Authentications, Brute-force attacks, Data Integrity, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    93 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Bayesian Network, Machine Learning Methods, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Dimensionality Reduction, Network Architecture, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Phases of Matter: Solid, Liquid, Gas and Beyond

    Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Energy and Utilities, Mathematical Modeling, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI for Automating HR Workflows

    Skills you'll gain: Human Resources, Responsible AI, Developing Training Materials, Generative AI, AI Enablement, Workforce Development, Miro AI, Data Ethics, Recruitment, Generative AI Agents, People Analytics, People Management, AI Personalization, Talent Management, Automation, Talent Acquisition, Prompt Engineering, No-Code Development, Agentic systems, Business Operations

    Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Embedded C Programming Essentials

    Skills you'll gain: Embedded Software, Debugging, Embedded Systems, Integrated Development Environments, C (Programming Language), Computer Programming Tools, Development Environment, Electronic Hardware, Electronics, Software Development Tools

    4.8
    Rating, 4.8 out of 5 stars
    ·
    71 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Coaching Skills

    Skills you'll gain: Coaching, Employee Coaching, Constructive Feedback, Motivational Skills, People Development, Team Performance Management, Empowerment, Leadership Development, Performance Management, Growth Mindedness, Goal Setting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Programming Generative AI

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Embeddings, Tensorflow, Transfer Learning, Performance Tuning

    Intermediate · Specialization · 1 - 4 Weeks

  • E

    Edureka

    Building AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, AI Workflows, AI Orchestration, OpenAI, LLM Application, Generative AI Agents, Embeddings, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Tool Calling, ChatGPT, Artificial Intelligence, Vector Databases, Agentic systems, Prompt Engineering, Application Programming Interface (API), Responsible AI

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    The Nuts and Bolts of Public Relations

    Skills you'll gain: Press Releases, Public Relations, Strategic Communication, Media Relations, Marketing Communications, Communication Strategies, Social Media, Target Audience, Content Performance Analysis, Writing, Brand Strategy, Storytelling, Branding

    4.7
    Rating, 4.7 out of 5 stars
    ·
    110 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of London

    Object-Oriented Programming in C++: Functions

    Skills you'll gain: Pseudocode, File I/O, C++ (Programming Language), Integrated Development Environments, Object Oriented Programming (OOP), Development Environment, Algorithms, Debugging, Data Structures

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    33 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • The Future of Education with AI: Exploring Perspectives: Vanderbilt University
  • Getting Started with Docker: LearnKartS
  • Cryptography : ISC2
  • Generative AI: Foundations and Concepts: Northeastern University
  • Phases of Matter: Solid, Liquid, Gas and Beyond: University of Colorado Boulder
  • Generative AI for Automating HR Workflows: Edureka
  • Embedded C Programming Essentials: EDUCBA
  • Coaching Skills: Packt
  • Programming Generative AI: Pearson
  • Building AI Agents with OpenAI: Edureka

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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