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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


  • P

    Packt

    Natural Language Processing - Transformers with Hugging Face

    Skills you'll gain: Hugging Face, Large Language Modeling, Transfer Learning, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Applied Machine Learning, Unsupervised Learning

    Intermediate · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Data Preparation and Analysis

    Skills you'll gain: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Innovative Governance of Large Urban Systems

    Skills you'll gain: Social Justice, Community Development, Governance, Sustainable Development, Systems Thinking, Information Technology, Economic Development, Policty Analysis, Research, and Development, Digital Transformation, Stakeholder Engagement, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Intermediate · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Model Context Protocol for Leaders: Generative AI Agents

    Skills you'll gain: Model Context Protocol, Generative AI Agents, AI Enablement, Email Automation, Business Process Automation, Generative AI, AI Product Strategy, Agentic systems, Initiative and Leadership, Tool Calling, Anthropic Claude, ChatGPT, Automation, Responsible AI, Marketing Automation, Business Solutions, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, IT Automation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Deploy a website with Azure Virtual Machines

    Skills you'll gain: Microsoft Azure, Virtual Machines, Virtualization and Virtual Machines, Cloud Development, Cloud Deployment, Application Deployment, Linux, Full-Stack Web Development, Web Applications, Node.JS, MongoDB

    4.6
    Rating, 4.6 out of 5 stars
    ·
    32 reviews

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Inclusive Online Teaching Teach-Out

    Skills you'll gain: Student Engagement, Pedagogy, Teaching, Special Education, Digital pedagogy, Disabilities, Instructional Strategies, Learning Strategies, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Higher Education

    4.5
    Rating, 4.5 out of 5 stars
    ·
    82 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze Box Office Data with Seaborn and Python

    Skills you'll gain: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    182 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Ethics in Engineering

    Skills you'll gain: Failure Analysis, Engineering Practices, Biomedical Engineering, Ethical Standards And Conduct, Social Impact, Engineering, Case Studies, Civil Engineering, Software Engineering, Safety Assurance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    81 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Healthcare Delivery Providers

    Skills you'll gain: Health Systems, Healthcare Industry Knowledge, Leadership Development, Health Care Administration, Managed Care, Hospital Experience, Organizational Structure, Health Care, Value-Based Care, Primary Care, Payment Systems, Medicare, Health Policy, Health Equity, Performance Measurement, Community Health, Cost Reduction

    4.7
    Rating, 4.7 out of 5 stars
    ·
    215 reviews

    Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Visualization for Data Analysis with Power BI

    Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Scatter Plots, Forecasting, Geospatial Information and Technology, Root Cause Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Data Structures and Algorithms: The Complete Masterclass

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    37 reviews

    Intermediate · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات

    Skills you'll gain: Deep Learning, Tensorflow, Data Preprocessing, Model Evaluation, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Analysis, Machine Learning Algorithms, Machine Learning, Algorithms

    Beginner · Course · 1 - 4 Weeks

1…297298299…677

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

  • Natural Language Processing - Transformers with Hugging Face: Packt
  • Data Preparation and Analysis: Illinois Tech
  • Innovative Governance of Large Urban Systems: École Polytechnique Fédérale de Lausanne
  • Model Context Protocol for Leaders: Generative AI Agents: Vanderbilt University
  • Deploy a website with Azure Virtual Machines: Microsoft
  • Inclusive Online Teaching Teach-Out: Johns Hopkins University
  • Analyze Box Office Data with Seaborn and Python: Coursera
  • Ethics in Engineering: University of Michigan
  • Healthcare Delivery Providers: University of Minnesota
  • Visualization for Data Analysis with Power BI: Microsoft

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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