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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


  • R

    Red Hat

    Fundamentals of Containers, Kubernetes and OpenShift

    Skills you'll gain: OpenShift, Application Deployment, Kubernetes, Containerization, Cloud-Native Computing, Data Persistence, CI/CD, YAML, Configuration Management, Application Lifecycle Management, Package and Software Management, Command-Line Interface, Network Routing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Azure AI in Healthcare

    Skills you'll gain: Cloud Security, Health Care, Identity and Access Management, Real Time Data, Clinical Informatics, Data Management, Microsoft Azure, Data Sharing, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, Microsoft Teams, Machine Learning, Role-Based Access Control (RBAC), Health Informatics, Healthcare Ethics

    Beginner · Professional Certificate · 3 - 6 Months

  • U

    Universidad Austral

    Aprendiendo a aprender para jóvenes

    Skills you'll gain: Learning Strategies, Willingness To Learn, Time Management, Prioritization, Mental Concentration, Productivity, Cognitive flexibility, Creativity, Growth Mindedness, Overcoming Obstacles, Self-Awareness, Exercise Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    477 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Embedded Systems using C

    Skills you'll gain: C (Programming Language), Embedded Systems, Embedded Software, Debugging, System Programming, Hardware Architecture, Microarchitecture, Computer Architecture, Data Structures, Peripheral Devices

    4.1
    Rating, 4.1 out of 5 stars
    ·
    131 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Cloudera

    Analyzing Big Data with SQL

    Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Databases, PostgreSQL, Data Manipulation, Data Analysis, Virtual Machines

    4.8
    Rating, 4.8 out of 5 stars
    ·
    531 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Università di Napoli Federico II

    Data Science con Python e R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Scripting Languages, Computer Vision, Artificial Neural Networks, Transfer Learning, Programming Principles, Data Management

    4.2
    Rating, 4.2 out of 5 stars
    ·
    55 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    Utrecht University

    Professionalism in an era of change

    Skills you'll gain: Lifelong Learning, Professionalism, Professional Development, Organizational Change, Adaptability, Ethical Standards And Conduct, Workforce Development, Organizational Structure, Sociology, Psychology, Employee Engagement, Leadership, Personal Development, Leadership Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    A

    AI Business School

    AI for Finance

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI, Sales Enablement, No-Code Development, Financial Forecasting, AI Personalization, Sales, Responsible AI, Risk Management, AI Security, AI Product Strategy, Generative AI Agents, LLM Application, Artificial Intelligence, ChatGPT, Innovation, Productivity, Operational Efficiency

    4.4
    Rating, 4.4 out of 5 stars
    ·
    43 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Crea data lakes y almacenes de datos en Google Cloud

    Skills you'll gain: Data Lakes, Data Warehousing, Data Architecture, Data Infrastructure, Data Management, Metadata Management, Data Storage, Data Security, Google Cloud Platform, Cloud Storage, Data Processing, Analytics, Advanced Analytics, Applied Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    97 reviews

    Intermediate · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Acoustics (Part 2)

    Skills you'll gain: Vibrations, Equipment Design, Engineering Analysis, Mathematical Modeling, Engineering Calculations, Applied Mathematics, Differential Equations, Calculus, Physics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    47 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    JSON and Natural Language Processing in PostgreSQL

    Skills you'll gain: PostgreSQL, JSON, Text Mining, Database Systems, SQL, Databases, Natural Language Processing, Database Management, Data Processing, Application Programming Interface (API), Data Storage, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    149 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Mastering Data Analysis with Pandas

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    180 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Fundamentals of Containers, Kubernetes and OpenShift: Red Hat
  • Microsoft Azure AI in Healthcare: Microsoft
  • Aprendiendo a aprender para jóvenes: Universidad Austral
  • Embedded Systems using C: EDUCBA
  • Analyzing Big Data with SQL: Cloudera
  • Data Science con Python e R: Università di Napoli Federico II
  • Professionalism in an era of change: Utrecht University
  • AI for Finance: AI Business School
  • Crea data lakes y almacenes de datos en Google Cloud: Google Cloud
  • Introduction to Acoustics (Part 2): Korea Advanced Institute of Science and Technology(KAIST)

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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