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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


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    New York University

    MOST from a Conceptual Perspective

    Skills you'll gain: Research Design, Experimentation, Clinical Trials, Clinical Research Ethics, Scientific Methods, Program Evaluation, Statistical Methods, Sample Size Determination, Public Health and Disease Prevention, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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    Dassault Systèmes

    xDesign Foundations: Sketching and Extrusion

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, 3D Modeling, Engineering Design Process, Mechanical Design, Mechanical Engineering

    4.1
    Rating, 4.1 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Lambda Expressions with Java

    Skills you'll gain: Eclipse (Software), Java, Java Programming, Functional Design

    4.2
    Rating, 4.2 out of 5 stars
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    20 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Whizlabs

    AWS: Managed AI Services

    Skills you'll gain: AI Personalization, Fraud detection, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Amazon Web Services, Natural Language Processing, AI Workflows, Applied Machine Learning, Text Mining, Unstructured Data, Document Management, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Ultimate BPMN Course

    Skills you'll gain: Business Process Improvement, Process Optimization, Dataflow, Digital Transformation

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    P

    Packt

    Exploratory Data Analysis & Core ML Algorithms

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Program Financial Planning with ClickUp

    Skills you'll gain: Program Management, Project Planning, Innovation, Budget Management, Financial Planning, Diagram Design, Productivity Software, Agile Methodology, Strategic Planning

    4.3
    Rating, 4.3 out of 5 stars
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    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for DevOps Practitioners

    Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Software Documentation, Terraform, Kubernetes, Prompt Engineering, Data Ethics, Automation, Innovation, Productivity

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    IoT Based System Design: Foundations and Applications

    Skills you'll gain: Internet Of Things, Wireless Networks, Application Design, Emerging Technologies, Healthcare 5.0, System Design and Implementation, General Networking, Software Development, Hardware Architecture, Data Security, User Centered Design, Cloud Deployment, Prototyping, Information Privacy, Open Source Technology, Real Time Data, Scalability

    4.1
    Rating, 4.1 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 5

    Skills you'll gain: Classical Music, Music, Music Theory, Music History, Music Performance

    5
    Rating, 5 out of 5 stars
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    48 reviews

    Intermediate · Course · 1 - 3 Months

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    Free Trial
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    Coursera

    Unpacking Unconscious Bias in the Workplace

    Skills you'll gain: Workplace inclusivity, Diversity and Inclusion, Self-Awareness, Decision Making, Cultural Diversity, Culture, Empathy

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Vanderbilt University

    AI Agent Architecture in Java with Generative AI

    Skills you'll gain: Generative AI Agents, AI Orchestration, LLM Application, OpenAI API, Java Programming, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, Large Language Modeling, Document Management, Secure Coding, Business Logic, Open Web Application Security Project (OWASP), Middleware, Plan Execution, Software Design Patterns, Persona Development

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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

  • MOST from a Conceptual Perspective: New York University
  • xDesign Foundations: Sketching and Extrusion: Dassault Systèmes
  • Lambda Expressions with Java: Coursera
  • AWS: Managed AI Services: Whizlabs
  • The Ultimate BPMN Course: Packt
  • Exploratory Data Analysis & Core ML Algorithms: Packt
  • Program Financial Planning with ClickUp: Coursera
  • GenAI for DevOps Practitioners: Coursera
  • IoT Based System Design: Foundations and Applications : Starweaver
  • Exploring Beethoven's Piano Sonatas Part 5: Curtis Institute of Music

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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