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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Arizona State University

    Lesson Planning with the ELL in Mind

    Skills you'll gain: Lesson Planning, Language Competency, English Language, Curriculum Planning, Instructional and Curriculum Design, Language Learning, Student Engagement, Grammar, Vocabulary, Literacy

    4.7
    Rating, 4.7 out of 5 stars
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    202 reviews

    Mixed · Course · 1 - 3 Months

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    K

    KodeKloud

    AWS Certified AI Practitioner

    Skills you'll gain: Responsible AI, Amazon Bedrock, Prompt Engineering, Generative AI, LLM Application, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, AWS SageMaker, Retrieval-Augmented Generation, Amazon Web Services, Large Language Modeling, Artificial Intelligence, Model Evaluation, Data Security, Human Centered Design

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Saïd Business School, University of Oxford

    AI Governance

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, Governance, Compliance Management, Enterprise Risk Management (ERM), Risk Management, Business Ethics, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Law, Regulation, and Compliance, Technology Strategies, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Generative AI, Information Management, Agentic systems, Generative AI Agents, Business Leadership

    4.8
    Rating, 4.8 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 3 Months

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    Vanderbilt University

    The History and Relevance of the Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Macquarie University

    Leading transformations: Manage change

    Skills you'll gain: Change Management, Organizational Change, Business Transformation, Process Management, Influencing, Leadership, Adaptability, Innovation, Resource Management, Gap Analysis, Dealing With Ambiguity, Resilience, Creative Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 3 Months

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    Universidad de Chile

    El desafío de Innovar en la Educación Superior

    Skills you'll gain: Diversity Awareness, Teaching, Cultural Diversity, Differentiated Instruction, Classroom Management, Higher Education, Student Engagement, Pedagogy, Innovation, Course Development, Instructional Strategies, Student-Centred Learning

    4.8
    Rating, 4.8 out of 5 stars
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    1.8K reviews

    Mixed · Course · 1 - 3 Months

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    Nanyang Technological University, Singapore

    Introduction to Complexity Science

    Skills you'll gain: Systems Thinking, Case Studies, Network Analysis, Mathematical Modeling, Simulations, Social Sciences, Applied Mathematics, Policy Analysis, Agentic systems, Forecasting, Critical Thinking, Jupyter

    4.6
    Rating, 4.6 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 3 Months

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    Khalifa University

    AI for Executives: The Basics

    Skills you'll gain: Data Strategy, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Data-Driven Decision-Making, Business Leadership, Predictive Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Classification Algorithms, Regression Analysis, Decision Tree Learning

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Dataflow, Data Lakes, Data Pipelines, Google Cloud Platform, Real Time Data, Data Import/Export, Workflow Management, Extract, Transform, Load, Data Transformation, PySpark, Tensorflow, Data Governance, Apache Spark, Dashboard, Apache Airflow, Data Warehousing, Data Architecture, Unstructured Data, Data Infrastructure

    4.4
    Rating, 4.4 out of 5 stars
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    58 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University at Buffalo

    Intelligent Machining

    Skills you'll gain: Programmable Logic Controllers, Control Systems, Machine Controls, Manufacturing Processes, Process Control, Manufacturing Operations, Manufacturing and Production, Automation, Industrial Engineering, Digital Transformation, Systems Architecture, Digital Signal Processing, Software Systems, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    CertNexus

    Create and Lead an Ethical Data-Driven Organization

    Skills you'll gain: Governance, Data Ethics, Business Ethics, Business Leadership, Organizational Leadership, Governance Risk Management and Compliance, Ethical Standards And Conduct, Policy Development, Human Resource Policies, Culture Transformation, Business Transformation, Stakeholder Engagement, Data Governance, Responsible AI, Policy Analysis, Stakeholder Management, Change Management, Employee Engagement

    4.6
    Rating, 4.6 out of 5 stars
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    90 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    Six Sigma Principles

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Quality Improvement, Process Improvement, Quality Management, Team Management, Team Building, Lean Manufacturing, Continuous Improvement Process, Business Process, Production Process, Root Cause Analysis, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    337 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Lesson Planning with the ELL in Mind: Arizona State University
  • AWS Certified AI Practitioner: KodeKloud
  • AI Governance: Saïd Business School, University of Oxford
  • The History and Relevance of the Rise of Generative AI: Vanderbilt University
  • Leading transformations: Manage change: Macquarie University
  • El desafío de Innovar en la Educación Superior: Universidad de Chile
  • Introduction to Complexity Science: Nanyang Technological University, Singapore
  • AI for Executives: The Basics: Khalifa University
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Intelligent Machining: University at Buffalo

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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