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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: Free Trial
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    Packt

    Introduction to RNN and DNN

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning, Natural Language Processing, Supervised Learning, Network Architecture, Data Science

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Trees and Graphs: Basics

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Network Analysis, Computational Thinking, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    182 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Glasgow

    Clinical Decision Support Systems - CDSS 4

    Skills you'll gain: Model Evaluation, Data Ethics, AI Security, Responsible AI, Healthcare Ethics, Machine Learning, Deep Learning, Information Privacy, Decision Support Systems, Health Informatics, Predictive Modeling, Artificial Intelligence, Human Centered Design, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Data Processing, Social Sciences, Trend Analysis, Data Collection, Unstructured Data, Simulations, Big Data, Machine Learning, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Mastering Data Analysis with Pandas

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    174 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Board Infinity

    Quality Improvement and Management

    Skills you'll gain: Quality Management, Quality Management Systems, ISO 9000 Series, Statistical Process Controls, Product Quality (QA/QC), Quality Improvement, Service Improvement, Customer experience improvement, Continuous Quality Improvement (CQI), Quality Control, Continuous Improvement Process, Process Improvement, Customer Insights

    4.3
    Rating, 4.3 out of 5 stars
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    357 reviews

    Beginner · Course · 1 - 4 Weeks

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    Knowledge Accelerators

    Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Data Import/Export, Business Intelligence, Data Transformation, Microsoft Power Platform, Data Visualization, Dashboard, Data Visualization Software, Data Presentation, Microsoft Excel, Interactive Data Visualization, Data Cleansing, Microsoft Teams, Business Analytics, Data Analysis, Management Reporting, Microsoft 365, Data Modeling, Microsoft Office, Data Science

    4.3
    Rating, 4.3 out of 5 stars
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    267 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Starweaver

    Strategic Leadership in Hospitality

    Skills you'll gain: Revenue Management, Customer experience strategy (CX), Service Design, Design Thinking, Change Management, Hospitality Services, Capital Expenditure, Social Media Campaigns, Financial Statement Analysis, Cost Control, Social Media Marketing, Hospitality Management, Financial Forecasting, Finance, Operations Management, Prototyping, Strategic Planning, Capital Budgeting, Search Engine Optimization, Key Performance Indicators (KPIs)

    4.4
    Rating, 4.4 out of 5 stars
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    117 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Shanghai Jiao Tong University

    当代应用心理学

    Skills you'll gain: Human Factors, Consumer Behaviour, Organizational Leadership, Psychological Evaluations, Psychology, Occupational Safety And Health, Mental Health, Professional Development, Emotional Intelligence, Criminal Investigation and Forensics, Human Development, Market Research, Leadership, Relationship Building, Decision Making, Scientific Methods

    4.6
    Rating, 4.6 out of 5 stars
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    96 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Real-Time Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Reliability, Software Systems, Performance Tuning, Embedded Software, Control Systems, Hardware Architecture, Systems Architecture, Software Design, Debugging, Verification And Validation, Software Architecture, Hardware Design, System Design and Implementation, Linux, System Programming, Code Review, Systems Engineering, Real Time Data

    Build toward a degree

    4
    Rating, 4 out of 5 stars
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    120 reviews

    Intermediate · Specialization · 3 - 6 Months

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    DeepLearning.AI

    Structurer des projets d’apprentissage automatique

    Skills you'll gain: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Data Science, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    Universidad de Chile

    Criterios para la Gestión y el Aseguramiento de la Calidad en la Educación Superior

    Skills you'll gain: Higher Education, Teaching, Education and Training, Accountability, Program Standards, Human Learning, Instructional Strategies, Program Evaluation, Research, Policy Development

    4
    Rating, 4 out of 5 stars
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    92 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to RNN and DNN: Packt
  • Trees and Graphs: Basics: University of Colorado Boulder
  • Clinical Decision Support Systems - CDSS 4: University of Glasgow
  • Computational Social Science Capstone Project: University of California, Davis
  • Mastering Data Analysis with Pandas: Coursera
  • Quality Improvement and Management: Board Infinity
  • Data-Driven Decisions with Power BI: Knowledge Accelerators
  • Strategic Leadership in Hospitality: Starweaver
  • 当代应用心理学: Shanghai Jiao Tong University
  • Real-Time Embedded Systems: University of Colorado Boulder

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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