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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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    Packt

    Learning GDScript by Developing a Game with Godot 4

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), File Systems, Video Game Development, Software Design Patterns, Local Area Networks, File I/O, Game Design, Computer Programming, Scripting, Software Architecture, Animation and Game Design, Programming Principles, Maintainability, Scripting Languages, Code Reusability, Data Persistence, Other Programming Languages, Graphic Design, Design and Product

    Beginner · Course · 3 - 6 Months

  • Status: Preview
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    The University of Edinburgh

    Learning for a Sustainable Future: Live at COP28

    Skills you'll gain: Discussion Facilitation, Environmental Issue, Climate Change Programs, Sustainable Development, Interactive Learning, Liberal Arts, Sustainability Standards, Student Engagement, Environmental Policy, Community Development, Advocacy, Creativity, Education and Training, International Relations, Diplomacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    124 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning: Being a Professional

    Skills you'll gain: Teaching, Professional Development, Lifelong Learning, Ethical Standards And Conduct, Professionalism, Personal Development, Instructional Strategies, Collaboration, Self-Awareness, Parent Communication, Constructive Feedback

    4.8
    Rating, 4.8 out of 5 stars
    ·
    219 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidades Anáhuac

    Deep Learning: Del Concepto a la Práctica

    Skills you'll gain: Artificial Neural Networks, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Tensorflow, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Image Analysis, Model Training, Model Deployment, Computer Vision

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Negotiating Learner Differences: Towards Productive Diversity in Learning

    Skills you'll gain: Education Software and Technology, Differentiated Instruction, Education and Training, Diversity Awareness, Cultural Diversity, Digital pedagogy, Special Education, Human Learning, Teaching, Pedagogy, Higher Education, Student-Centred Learning, Instructional Strategies, Social Justice, Socioeconomics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Optimize Deep Learning Models for Peak AI

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Model Evaluation, Deep Learning, Performance Tuning, Performance Improvement, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    EDUCBA

    Deep Learning with R: Build & Predict Neural Networks

    Skills you'll gain: Plot (Graphics), Statistical Visualization, R (Software), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Programming, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Wrangling, Data Manipulation, Machine Learning Methods, Model Training

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Creo Incubator

    Women in Leadership:Intensive Learning for Emerging Leaders

    Skills you'll gain: Executive Presence, Team Building, Stakeholder Engagement, Strategic Partnership, Stakeholder Communications, Negotiation, Relationship Management, Team Collaboration, Intercultural Competence, Leadership, Team Leadership, Empowerment, Business Leadership, Team Motivation, Internal Communications, Communication, Interpersonal Communications, Professional Networking, Team Performance Management, Business Communication

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Digital Forensics for Pentesters - Hands-On Learning

    Skills you'll gain: Penetration Testing, Vulnerability Assessments, Vulnerability Scanning, Network Protocols, Network Analysis, Network Monitoring, Image Analysis, Virtual Machines, Virtualization and Virtual Machines, Virtual Environment, Open Source Technology, Malware Protection, Command-Line Interface, Software Installation, File Management, Microsoft Windows

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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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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    392 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Active Learning in STEM with PhET Interactive Simulations

    Skills you'll gain: Instructional Strategies, Teaching, Education Software and Technology, Design Reviews, Mathematics Education, Pedagogy, Simulations, Digital pedagogy, Simulation and Simulation Software, Prompt Patterns, Curriculum Planning, Interactive Design, Web Content Accessibility Guidelines, User Feedback, Experimentation, Research, Peer Review, Design Strategies, Physics, Chemistry

    4.9
    Rating, 4.9 out of 5 stars
    ·
    153 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Model Training, Artificial Intelligence, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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

  • Learning GDScript by Developing a Game with Godot 4: Packt
  • Learning for a Sustainable Future: Live at COP28: The University of Edinburgh
  • Foundations of Teaching for Learning: Being a Professional: Commonwealth Education Trust
  • Deep Learning: Del Concepto a la Práctica: Universidades Anáhuac
  • Negotiating Learner Differences: Towards Productive Diversity in Learning: University of Illinois Urbana-Champaign
  • Optimize Deep Learning Models for Peak AI: Coursera
  • Deep Learning with R: Build & Predict Neural Networks: EDUCBA
  • Women in Leadership:Intensive Learning for Emerging Leaders: Creo Incubator
  • Digital Forensics for Pentesters - Hands-On Learning: Packt
  • Conversations That Inspire: Coaching Learning, Leadership and Change: Case Western Reserve 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)

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