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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


  • O

    O.P. Jindal Global University

    Statistical Methods and Data Analysis

    Skills you'll gain: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Python: de usuario a explorador de datos

    Skills you'll gain: Matplotlib, NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Pandas (Python Package), Exploratory Data Analysis, Data Science, Data Visualization Software, Data Analysis, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Python Programming, Linear Algebra, File Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Generative AI - Bahasa Indonesia

    Skills you'll gain: Generative AI, Generative Model Architectures, Prompt Engineering Tools, Machine Learning Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    ML Pipelines on Google Cloud - 한국어

    Skills you'll gain: CI/CD, Apache Airflow, Data Pipelines, MLOps (Machine Learning Operations), Google Cloud Platform, Tensorflow, Continuous Integration, Kubernetes, Metadata Management, Machine Learning Methods, Continuous Deployment, AI Orchestration, Model Deployment, AI Workflows, Applied Machine Learning, Model Evaluation, Containerization, Cloud Storage, Data Validation

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Organizational Leadership, Quality Management, Process Improvement, Correlation Analysis, Project Scoping, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Continuous Improvement Process, Sampling (Statistics), Statistical Methods, Process Analysis, Project Management

    5
    Rating, 5 out of 5 stars
    ·
    64 reviews

    Beginner · Specialization · 1 - 3 Months

  • A

    AI CERTs

    AI for Executives & Strategy

    Skills you'll gain: Responsible AI, Strategic Leadership, AI Enablement, Business Strategy, Data Ethics, Organizational Strategy, Business Transformation, Project Management Software, Artificial Intelligence, Business Process Automation, Emerging Technologies, Business Ethics, Governance, Data-Driven Decision-Making, Workforce Planning

    Beginner · Course · 1 - 3 Months

  • J

    James Spurin

    Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams

    Skills you'll gain: Containerization, Docker (Software), Kubernetes, Cloud-Native Computing, Prometheus (Software), CI/CD, DevOps, Grafana, Microservices, Scalability, Application Programming Interface (API), Role-Based Access Control (RBAC)

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment, Transfer Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Beginner · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Rapid Prototyping of Embedded Interface Designs

    Skills you'll gain: Embedded Software, Interactive Design, Human Computer Interaction, Embedded Systems, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Software Design, Usability, Interaction Design, Real-Time Operating Systems, Hypertext Markup Language (HTML), Technical Design, Internet Of Things, User Experience Design, jQuery, Mobile Development, Telecommunications, Cross Platform Development, Artificial Intelligence and Machine Learning (AI/ML)

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Atlassian

    Introduction to Confluence

    Skills you'll gain: Collaborative Software, Team Oriented, Intranet, Databases, Calendar Management, Content Management, Content Creation

    3.5
    Rating, 3.5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    James Spurin

    Dive Into Kubernetes - Containers, Docker & Kubernetes

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, YAML, Virtual Networking, Application Deployment, General Networking, Servers, Operating Systems, Command-Line Interface, Scalability

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 3 - 6 Months

  • E

    EDUCBA

    Python Scripting Masterclass: From Basics to Real Projects

    Skills you'll gain: Debugging, Integrated Development Environments, Data Validation, Web Applications, Scripting, Development Environment, Object Oriented Programming (OOP), Django (Web Framework), Software Testing, Web Development, Customer Data Management, Data Structures, Program Development, Scripting Languages, Business Logic, Financial Data, User Interface (UI), Python Programming, Software Development Methodologies, Programming Principles

    4.9
    Rating, 4.9 out of 5 stars
    ·
    49 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Statistical Methods and Data Analysis : O.P. Jindal Global University
  • Python: de usuario a explorador de datos: Universidad Nacional Autónoma de México
  • Introduction to Generative AI - Bahasa Indonesia: Google Cloud
  • ML Pipelines on Google Cloud - 한국어: Google Cloud
  • Lean Six Sigma Green Belt Professional Training: EDUCBA
  • AI for Executives & Strategy: AI CERTs
  • Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams: James Spurin
  • Quantization Fundamentals with Hugging Face: DeepLearning.AI
  • Rapid Prototyping of Embedded Interface Designs: University of Colorado Boulder
  • Introduction to Confluence: Atlassian

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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