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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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    Board Infinity

    Deep Learning: Advanced Backbones and Efficient GPU Training

    Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Deep Learning, Vision Transformer (ViT), Transfer Learning, Convolutional Neural Networks, Model Optimization, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Performance Tuning, Distributed Computing, Data Preprocessing, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Using Beam ML to catch Toxicity in Gaming

    Skills you'll gain: Real Time Data, Scalability, Data Pipelines, Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning

    Intermediate · Project · Less Than 2 Hours

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    New York University

    Overview of Advanced Methods of Reinforcement Learning in Finance

    Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Market Liquidity, Market Dynamics, Risk Modeling, Financial Modeling, Machine Learning Methods, Applied Machine Learning, Credit Risk, General Lending, Machine Learning

    3.8
    Rating, 3.8 out of 5 stars
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    85 reviews

    Advanced · Course · 1 - 4 Weeks

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    Case Western Reserve University

    Conversations That Inspire: Coaching Learning, Leadership and Change

    Skills you'll gain: Coaching, Empathy, Employee Coaching, Compassion, Leadership Development, Rapport Building, Culture Transformation, People Development, Active Listening, Emotional Intelligence, Organizational Leadership, Organizational Development, Self-Awareness, Personal Development, Organizational Change, Leadership, Relationship Building, Change Management, Neurology, Self-Motivation

    4.7
    Rating, 4.7 out of 5 stars
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    393 reviews

    Mixed · Course · 1 - 3 Months

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    Arizona State University

    AI-Driven Learning Analytics for Workforce

    Skills you'll gain: Human Capital, Training and Development, HR Tech, Diversity and Inclusion, Employee Retention, Performance Management, AI Integrations, Emerging Technologies, Data Analysis

    Beginner · Course · 1 - 3 Months

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    Skillshare

    AI Video Avatars: Launch Your Automated Social Media Machine

    Skills you'll gain: AI powered creativity, Animations, ChatGPT, Video Production, Photo/Video Production and Technology, Generative AI, Education Software and Technology, Content Creation, Blogs, AI literacy, Scripting, Media Production, Video Editing

    3.1
    Rating, 3.1 out of 5 stars
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    7 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Learning GitHub Actions for DevOps CI/CD

    Skills you'll gain: CI/CD, Infrastructure as Code (IaC), Continuous Integration, Devops Tools, Docker (Software), Microsoft Azure, DevOps, Application Deployment, GitHub, Continuous Deployment, Cloud Deployment, Containerization, Git (Version Control System), Infrastructure As A Service (IaaS), Development Environment, Secure Coding, Cloud Computing

    3.8
    Rating, 3.8 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    Macquarie University

    Create video, audio and infographics for online learning

    Skills you'll gain: Infographics, Canva (Software), Podcasting, Video Production, Instructional Design, Multimedia, Content Creation, Adult Learning Principles, Presentations, Visual Storytelling, Digital pedagogy, Graphic Design, Digital Content, Videography, Visual Design, Storyboarding, Creative Design, Learning Strategies, Electronic Media, Communication Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    109 reviews

    Beginner · Course · 1 - 3 Months

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    Commonwealth Education Trust

    Foundations of Teaching for Learning: Introduction to Student Assessment

    Skills you'll gain: Constructive Feedback, Pedagogy, Teaching, Education and Training, Curriculum Planning, Student-Centred Learning, Student Engagement, Instructional and Curriculum Design, Quality Assessment, Peer Review, Statistical Reporting, Performance Reporting, Reliability, Cultural Diversity

    4.9
    Rating, 4.9 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Tensorflow, Big Data, Extract, Transform, Load, Apache Hadoop, Apache Spark, Real Time Data, Data Processing, Data Integration, Unstructured Data, Dashboard Creation, Data Warehousing, Metadata Management, Applied Machine Learning, Data Architecture, Data Migration

    4.7
    Rating, 4.7 out of 5 stars
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    815 reviews

    Intermediate · Specialization · 3 - 6 Months

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    KodeKloud

    ML Model Development and Tracking: Hands-on Guide

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Predict Taxi Fare with a BigQuery ML Forecasting Model

    Skills you'll gain: Model Evaluation, Big Data, Model Training, Predictive Modeling, Google Cloud Platform, Data Access, Applied Machine Learning, Predictive Analytics, Forecasting, Data Management, Machine Learning

    Intermediate · Project · Less Than 2 Hours

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

  • Deep Learning: Advanced Backbones and Efficient GPU Training: Board Infinity
  • Using Beam ML to catch Toxicity in Gaming: Google Cloud
  • Overview of Advanced Methods of Reinforcement Learning in Finance: New York University
  • Conversations That Inspire: Coaching Learning, Leadership and Change: Case Western Reserve University
  • AI-Driven Learning Analytics for Workforce: Arizona State University
  • AI Video Avatars: Launch Your Automated Social Media Machine: Skillshare
  • Learning GitHub Actions for DevOps CI/CD: Packt
  • Create video, audio and infographics for online learning: Macquarie University
  • Foundations of Teaching for Learning: Introduction to Student Assessment: Commonwealth Education Trust
  • Data Engineering, Big Data and ML on Google Cloud en Español: 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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