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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


  • K

    KodeKloud

    Generative AI Engineering with OpenAI API and AWS Models

    Skills you'll gain: OpenAI API, Amazon Bedrock, OpenAI, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Responsible AI, Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Embeddings, Cyber Governance, Vector Databases, Data Ethics, Natural Language Processing

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Meta

    Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Test Script Development, Programming Principles, Software Testing, Data Structures, Python Programming, Program Development, Computer Programming, Development Environment, Debugging, Django (Web Framework), Functional Design, Package and Software Management, Cloud Hosting

    4.6 stars, 1.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.9K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence

    Skills you'll gain: Responsible AI, Agentic Workflows, Google Cloud Platform, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Artificial Intelligence, Digital Transformation, Generative AI, Business Transformation, Cloud Solutions, AI literacy, Machine Learning, Analytics, Cloud Infrastructure, Data Processing, Applied Machine Learning, Data Ethics, Model Training, Managed Services

    4.8 stars, 117 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (117) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northwestern University

    Fundamentals of Digital Image and Video Processing

    Skills you'll gain: Digital Signal Processing, Image Quality, Image Analysis, Medical Imaging, Telecommunications, Communication Systems, Matlab, Mathematical Modeling, Color Theory, Applied Mathematics, Estimation, Model Optimization

    4.6 stars, 1.8K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (1.8K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Machine Learning, Machine Learning Methods, Model Evaluation, Artificial Neural Networks, Information Privacy

    4.6 stars, 67 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (67) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Microsoft Azure Fundamentals: Cloud Concepts & Core Services

    Skills you'll gain: Microsoft Azure, Infrastructure As A Service (IaaS), Cloud Infrastructure, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Solutions, Cloud Platforms, Cloud Deployment, Azure Active Directory, Cloud Storage, Cloud Management, Public Cloud, Virtual Machines, Cloud Security, Data Storage, Identity and Access Management, Private Cloud, Infrastructure Architecture, Scalability

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Build & Deploy AI with Hugging Face - Hands-On

    Skills you'll gain: Hugging Face, Fine-tuning, Model Deployment, AI Workflows, LLM Application, Transfer Learning, Model Training, Model Optimization, Application Deployment, Large Language Modeling, Data Processing, Generative AI, Data Preprocessing, Data Sharing, Model Evaluation, Responsible AI, Metadata Management, Python Programming, Development Environment, Training Programs

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Geneva

    Understanding Financial Markets

    Skills you'll gain: Financial Systems, Financial Market, Capital Markets, Portfolio Management, Investments, Market Dynamics, Securities (Finance), Finance, Equities, Investment Management, Investment Banking, Portfolio Risk, Financial Policy, Economics, Risk Analysis, Banking, Risk Management, Return On Investment

    4.8 stars, 6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Build Better Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Model Evaluation, Responsible AI, Data Ethics, Machine Learning, Image Quality

    4.7 stars, 685 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (685) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI and Disaster Management

    Skills you'll gain: Disaster Recovery, Image Analysis, Data Ethics, Responsible AI, Emergency Response, Mitigation, Text Mining, Natural Language Processing, Artificial Intelligence, Applied Machine Learning, Computer Vision, Spatial Data Analysis, Model Evaluation

    4.7 stars, 322 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (322) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Chemistry All-in-One FD

    Skills you'll gain: Systems Of Measurement, Chemistry, Radiation Protection, Chemical Engineering, Physical Science, Scientific Methods, Physics, Arithmetic, Molecular Biology, Electronics, Quantitative Research, Applied Mathematics, Experimentation, Problem Solving, Technology Solutions

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Kubernetes Workloads and Application Management

    Skills you'll gain: Kubernetes, Data Persistence, Multi-Cloud, Cloud-Native Computing, Prometheus (Software), Cloud Management, Cloud Platforms, Cloud Hosting, Application Deployment, Containerization, Cloud Storage, Data Storage Technologies, Data Storage, Amazon Web Services, DevOps, Microsoft Azure, Azure DevOps, Application Lifecycle Management, Configuration Management, Scalability

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Generative AI Engineering with OpenAI API and AWS Models: KodeKloud
  • Programming in Python: Meta
  • Innovating with Google Cloud Artificial Intelligence: Google Cloud
  • Fundamentals of Digital Image and Video Processing: Northwestern University
  • Developing Explainable AI (XAI): Duke University
  • Microsoft Azure Fundamentals: Cloud Concepts & Core Services: Whizlabs
  • Build & Deploy AI with Hugging Face - Hands-On: Packt
  • Understanding Financial Markets: University of Geneva
  • Build Better Generative Adversarial Networks (GANs): DeepLearning.AI
  • AI and Disaster Management: DeepLearning.AI

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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