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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
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    Edureka

    Analytics Engineering Workflows with dbt

    Skills you'll gain: Data Quality, SQL, YAML, Data Pipelines, Data Validation, Data Mart, CI/CD, Data Modeling, Data Transformation, Version Control, Git (Version Control System), Technical Documentation, Maintainability, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Statistical Thermodynamics

    Skills you'll gain: Chemical Engineering, Quantitative Research, Chemistry, Thermal Management, Mechanical Engineering, Engineering Calculations, Process Engineering, Numerical Analysis, Engineering Analysis, Statistical Methods, Differential Equations, Physics, Engineering, Simulation and Simulation Software, Probability Distribution, Mathematical Modeling, Applied Mathematics, Materials science, Open Source Technology, Simulations

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.1K reviews

    Advanced · Specialization · 3 - 6 Months

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    Google

    Create a High-Performing Team

    Skills you'll gain: People Management, Team Leadership, Team Management, Team Performance Management, Leadership and Management, Organizational Leadership, People Development, Professional Development, Relationship Management, Leadership, Culture Transformation, Relationship Building, Collaboration, Communication Strategies, Willingness To Learn, Lifelong Learning, AI Enablement, Constructive Feedback

    4.8
    Rating, 4.8 out of 5 stars
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    220 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Apache Kafka for Developers using Spring Boot

    Skills you'll gain: Apache Kafka, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Restful API, Event-Driven Programming, Encryption, Distributed Computing

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    C

    Coursera

    Collaborate, Review, and Decide on AI Apps

    Skills you'll gain: Peer Review, Technical Communication, Agile Methodology, Engineering Management, Decision Making, AI Product Strategy

    Intermediate · Course · 1 - 4 Weeks

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    Michigan State University

    Write A Feature Length Screenplay For Film Or Television

    Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
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    301 reviews

    Beginner · Course · 3 - 6 Months

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    Amazon Web Services

    Choosing your AWS identity service

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Web Services, Identity and Access Management, Web Content Accessibility Guidelines, Cloud Services, Technical Communication

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Python

    Skills you'll gain: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design

    4.5
    Rating, 4.5 out of 5 stars
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    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

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    U

    University of Rochester

    Fundamentals of Audio and Music Engineering: Part 1 Musical Sound & Electronics

    Skills you'll gain: Basic Electrical Systems, Music, Electrical Engineering, Electronics, Electronic Components, Electronic Systems, Electronics Engineering, Electrical Systems, Instrumental Music, Vibrations

    4.6
    Rating, 4.6 out of 5 stars
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    593 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Performance Analysis, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Workflow Management, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, Multimodal Prompts, MLOps (Machine Learning Operations)

    4.4
    Rating, 4.4 out of 5 stars
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    278 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    Università Bocconi

    Food & Beverage Management

    Skills you'll gain: Food and Beverage, Hospitality Management, Restaurant Management, Product Quality (QA/QC), Global Marketing, Market Dynamics, Business Strategy, Consumer Behaviour, Value Propositions, Competitive Analysis, Brand Management, Growth Strategies, Marketing

    4.8
    Rating, 4.8 out of 5 stars
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    5K reviews

    Mixed · Course · 1 - 3 Months

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    Creo Incubator

    Pitch and Storytelling for Leaders

    Skills you'll gain: Data Storytelling, Storytelling, Brand Strategy, Presentations, Sales Presentations, Public Speaking, Drive Engagement, Persuasive Communication, Verbal Communication Skills, Communication, Entrepreneurship

    Beginner · Course · 1 - 4 Weeks

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

  • Analytics Engineering Workflows with dbt: Edureka
  • Statistical Thermodynamics: University of Colorado Boulder
  • Create a High-Performing Team: Google
  • Apache Kafka for Developers using Spring Boot: Packt
  • Collaborate, Review, and Decide on AI Apps: Coursera
  • Write A Feature Length Screenplay For Film Or Television: Michigan State University
  • Choosing your AWS identity service: Amazon Web Services
  • Introduction to Python: Coursera
  • Fundamentals of Audio and Music Engineering: Part 1 Musical Sound & Electronics: University of Rochester
  • Large Language Model Operations (LLMOps): Duke 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)

Other topics to explore

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425 courses
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