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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


  • Status: New
    New
    P

    Packt

    Learning Cloud Architecture - From Ideas to Practical Design

    Skills you'll gain: Cloud Computing Architecture, Cloud Applications, Software Architecture, Solution Architecture, Cloud Computing, Systems Design, Scalability, Cloud Infrastructure, System Design and Implementation, Distributed Computing, Web Applications, Cloud Security, Live Streaming, Cloud Storage, Functional Requirement, Amazon Web Services, Requirements Analysis, Real Time Data, Algorithms, Data Storage

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Deep Teaching Solutions

    Uncommon Sense Teaching: Part 2, Building Community and Habits of Learning

    Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Teaching, Student Engagement, Cognitive flexibility, Differentiated Instruction, Instructional Strategies, Pedagogy, Human Learning, Special Education, Behavioral Management, Learning Strategies, Disabilities, Learning Theory, Habit Formation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    134 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Multimodal Literacies: Communication and Learning in the Era of Digital Media

    Skills you'll gain: Differentiated Instruction, Teaching, Instructional Strategies, Oral Comprehension, Education and Training, Digital pedagogy, Literacy, Oral Expression, Pedagogy, digital literacy, Learning Styles, Media and Communications, Multimedia, Higher Education, Cultural Diversity, Language Learning, Writing, Diversity Awareness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    183 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Model Training, Machine Learning Methods, Fraud detection, Applied Machine Learning, Supervised Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional de Colombia

    Learning to be caregivers for people with chronic conditions

    Skills you'll gain: Caregiving, Critical Thinking, Stress Management, Chronic Diseases, Emotional Intelligence, Adaptability

    Beginner · Course · 1 - 3 Months

  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning Capstone: The Reflective Practitioner

    Skills you'll gain: Lesson Planning, Teaching, Pedagogy, Planning, Education and Training, Professional Development, Peer Review, Constructive Feedback, Student Engagement, Human Learning, Growth Mindedness, Rapport Building, Collaboration

    4.2
    Rating, 4.2 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Deep Learning: Train Neural Networks and Deploy with Docker

    Skills you'll gain: Model Deployment, Model Training, Deep Learning, PyTorch (Machine Learning Library), Scalability, Docker (Software), MLOps (Machine Learning Operations), Application Deployment, Containerization, Model Evaluation, Artificial Neural Networks, Tensorflow, Network Architecture, Configuration Management, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Model Training, Google Cloud Platform, Model Optimization, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Predictive Modeling, Google Analytics, Applied Machine Learning, Cloud Deployment, Cloud Storage, Machine Learning, Data Management

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Français

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Pipelines, Model Training, Data Processing, Model Deployment, Data Transformation, Deep Learning, Model Optimization, Applied Machine Learning, Cloud Deployment, Artificial Neural Networks, AI Workflows

    3.4
    Rating, 3.4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Colorado Boulder

    Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots

    Skills you'll gain: Community Organizing, Compassion, Community Development, Community Outreach, Social Impact, Needs Assessment, Program Evaluation, Empathy, Education and Training, Data Mapping, Initiative and Leadership, Empowerment, Curriculum Planning, Working With Children, Collaboration, Planning, Driving engagement, Environmental Issue

    4.8
    Rating, 4.8 out of 5 stars
    ·
    162 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    Alfaisal University | KLD

    كيفية بناء منظمة متعلمة|How to Build a Learning Organization

    Skills you'll gain: Knowledge Transfer, Organizational Development, Culture Transformation, Organizational Leadership, Willingness To Learn, Leadership Studies, Lifelong Learning, Innovation, Learning Strategies, Market Share, Leadership Development, Business Strategy, Case Studies, Leadership

    4.9
    Rating, 4.9 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Data-Driven Apps with Core Data, ML, and App Architecture

    Skills you'll gain: Apple iOS, Core Data (Software), iOS Development, Application Design, Swift Programming, User Interface (UI), Mobile Development, UI Components, Machine Learning Software, Software Architecture, Performance Tuning, Database Development, Database Application, Database Management, Software Design, Application Frameworks, Application Development, Game Design, AI Integrations, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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

  • Learning Cloud Architecture - From Ideas to Practical Design: Packt
  • Uncommon Sense Teaching: Part 2, Building Community and Habits of Learning: Deep Teaching Solutions
  • Multimodal Literacies: Communication and Learning in the Era of Digital Media: University of Illinois Urbana-Champaign
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Learning to be caregivers for people with chronic conditions: Universidad Nacional de Colombia
  • Foundations of Teaching for Learning Capstone: The Reflective Practitioner: Commonwealth Education Trust
  • Deep Learning: Train Neural Networks and Deploy with Docker: Board Infinity
  • Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions: Google Cloud
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Français: Google Cloud
  • Compassionate Leadership Through Service Learning with Jane Goodall and Roots & Shoots: University of Colorado Boulder

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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