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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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    U

    University of Zurich

    An Intuitive Introduction to Probability

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Descriptive Statistics, Applied Mathematics, Risk Analysis, Finance

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Understand Human Resource Management Fundamentals

    Skills you'll gain: Human Resource Strategy, Employee Performance Management, Workforce Planning, Human Resources, Talent Management, Performance Review, Human Resources Management and Planning, Employee Engagement, Talent Acquisition, Workplace inclusivity, Succession Planning, Employee Training, Diversity and Inclusion, Leadership Development

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Python Programming And Libraries for Data Science

    Skills you'll gain: Object Oriented Programming (OOP), Matplotlib, Data Visualization, Seaborn, NumPy, Python Programming, Scatter Plots, Pandas (Python Package), Data Analysis, Box Plots, JSON, File Management, Debugging, Data Manipulation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Imperial College London

    Customising your models with TensorFlow 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Data Pipelines, Keras (Neural Network Library), Transfer Learning, Deep Learning, Convolutional Neural Networks, Natural Language Processing, Embeddings, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    196 reviews

    Intermediate · Course · 1 - 3 Months

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    Snowflake

    Building AI Agents with Snowflake

    Skills you'll gain: AI Orchestration, AI Workflows, Model Context Protocol, Snowflake Schema, LLM Application, Artificial Intelligence, Tool Calling, Agentic systems, Prompt Engineering, Embeddings, Model Evaluation, SQL, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Resilience: Grow Through Collaboration and Reflection

    Skills you'll gain: Resilience, Collaboration, Teamwork, Self-Awareness, Community Development, Mentorship, Active Listening

    Beginner · Course · 1 - 4 Weeks

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    Packt

    HTML5 - Minutes to Mastery

    Skills you'll gain: Hypertext Markup Language (HTML), Interactive Design

    Beginner · Course · 1 - 4 Weeks

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    H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

    Skills you'll gain: Computer Science, Computer Architecture, Computer Programming, System Programming, Virtual Machines, Operating Systems, Hardware Architecture, Software Architecture, Algorithms, Object Oriented Programming (OOP), Data Structures, Computer Graphic Techniques

    4.9
    Rating, 4.9 out of 5 stars
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    532 reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Master Advanced Video Editing with Adobe Premiere Pro

    Skills you'll gain: Video Production

    Beginner · Course · 1 - 4 Weeks

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    G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence

    Skills you'll gain: Google Cloud Platform, AI Enablement, Artificial Intelligence, Data Ethics, Responsible AI, Cloud Solutions, Data Quality, Machine Learning, Applied Machine Learning, Solution Design, Model Deployment, Natural Language Processing, Computer Vision

    4.8
    Rating, 4.8 out of 5 stars
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    113 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Build Dashboards Using AWS QuickSight

    Skills you'll gain: Cloud-Native Computing, Business Intelligence Software, Amazon Web Services, Data Manipulation, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Develop a Swipe-Match iOS App Using Swift

    Skills you'll gain: User Interface (UI) Design, Human Computer Interaction, Interactive Design, Usability, Software Design, Application Development, Software Architecture

    Intermediate · Course · 1 - 4 Weeks

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

  • An Intuitive Introduction to Probability: University of Zurich
  • Understand Human Resource Management Fundamentals: EDUCBA
  • Python Programming And Libraries for Data Science: Packt
  • Customising your models with TensorFlow 2: Imperial College London
  • Building AI Agents with Snowflake: Snowflake
  • Resilience: Grow Through Collaboration and Reflection: Coursera
  • HTML5 - Minutes to Mastery: Packt
  • Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course): Hebrew University of Jerusalem
  • Master Advanced Video Editing with Adobe Premiere Pro: EDUCBA
  • Innovating with Google Cloud Artificial Intelligence: Google Cloud

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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