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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


  • L

    LearnQuest

    Applied No-Code AI for Business Processes

    Skills you'll gain: Data Ethics, Responsible AI, No-Code Development, AI Integrations, AI Enablement, Business Process Automation, Business Process, Data Management, Risk Mitigation, Return On Investment, Process Design, Key Performance Indicators (KPIs), Business Transformation, Automation, Performance Metric, Project Implementation, Performance Measurement, Data Cleansing, Business Metrics, Data Storytelling

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文

    Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Machine Learning Methods, Continuous Monitoring, AI Security, Responsible AI, Data Quality, Automation

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Deep Learning Essentials

    Skills you'll gain: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Machine Learning Algorithms, Machine Learning, Artificial Intelligence

    4.8 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (10) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning: Learners and Learning

    Skills you'll gain: Student Engagement, Teaching, Education and Training, Pedagogy, Formal Learning, Human Learning, Working With Children, Child Development, Instructional Strategies, Childhood Education and Development, Learning Theory, Collaboration, Cultural Diversity, Substance Abuse

    4.7 stars, 316 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (316) · Mixed · Course · 1 - 3 Months

  • E

    Edureka

    Applied Analytics Engineering and Visualization with dbt

    Skills you'll gain: Data Storytelling, Data Engineering, Data Presentation, Key Performance Indicators (KPIs), Dashboard Creation, Dashboard, Business Analytics, Business Intelligence, Data Integration, Extract, Transform, Load, Performance Analysis, Business Intelligence Software, Data Transformation, SQL, Dependency Analysis, Model Optimization, Data Integrity, Automation, Data Management, Version Control

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Designing Learning Innovation

    Skills you'll gain: Pedagogy, Teaching, Instructional Design, Instructional and Curriculum Design, Instructional Strategies, Student Engagement, Lesson Planning, Educational Materials, Innovation, Student-Centred Learning, Curriculum Planning, Learning Theory, Open Source Technology, Learning Strategies

    4.9 stars, 887 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (887) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    MLOps: Build & Deploy ML Systems

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, AWS SageMaker, DevOps, CI/CD, Kubernetes, Cloud-Native Computing, Model Training, Fraud detection, Continuous Deployment, Devops Tools, AI Workflows, Continuous Integration, Application Deployment, Site Reliability Engineering, Application Lifecycle Management, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scalability, Artificial Intelligence

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Assessment for Learning

    Skills you'll gain: Data Mining, Education Software and Technology, Digital pedagogy, Program Evaluation, Learning Management Systems, Analytics, Data Ethics, AI Personalization, Data Access, Natural Language Processing

    4.6 stars, 331 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (331) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Applied Football Analytics - Looking at real-world cases

    Skills you'll gain: Data Synthesis, Data Integration, Interactive Data Visualization, Data Literacy, Data Storytelling, Analysis, Data Compilation, Case Studies, Business Analytics, Advanced Analytics, People Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Persuasive Communication, Databases, Database Design, Innovation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Macquarie University

    The Science of Learning: How Learning Works

    Skills you'll gain: Interactive Learning, Human Learning, Education and Training, Knowledge Transfer, Student-Centred Learning, Pedagogy, Instructional Strategies, Learning Strategies, Teaching, School Psychology, Critical Thinking, Instructional Design, Educational Materials, Instructional and Curriculum Design, Curriculum Development, Curriculum Planning

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • H

    High Tech High Graduate School of Education

    Learning Mindsets & Skills

    Skills you'll gain: Education and Training, Pedagogy, Growth Mindedness, Learning Theory, Human Learning, Student Engagement, Experimentation, Psychological Evaluations, Learning Strategies, Discussion Facilitation, Peer Review, Media and Communications

    3.9 stars, 58 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 3.9 (58) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • Y

    Yonsei University

    Deep Learning for Business

    Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Machine Learning Methods, Recurrent Neural Networks (RNNs), Technology Strategies, Business Strategy, Machine Learning Software, Business Modeling, Business Strategies, Artificial Intelligence, Machine Learning, Company, Product, and Service Knowledge, Unsupervised Learning

    4.4 stars, 687 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (687) · Beginner · Course · 1 - 3 Months

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

  • Applied No-Code AI for Business Processes: LearnQuest
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
  • Deep Learning Essentials: University of Pennsylvania
  • Foundations of Teaching for Learning: Learners and Learning: Commonwealth Education Trust
  • Applied Analytics Engineering and Visualization with dbt: Edureka
  • Designing Learning Innovation: Politecnico di Milano
  • MLOps: Build & Deploy ML Systems: Edureka
  • Assessment for Learning: University of Illinois Urbana-Champaign
  • Applied Football Analytics - Looking at real-world cases: Real Madrid Graduate School Universidad Europea
  • The Science of Learning: How Learning Works: Macquarie University

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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