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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • P

    Packt

    Building AI Intensive Python Applications

    Skills you'll gain: Large Language Modeling, Vector Databases, Embeddings, Generative AI, LLM Application, Retrieval-Augmented Generation, Natural Language Processing, AI Security, Application Design, Prompt Engineering, Python Programming, Model Evaluation, Data Modeling, Artificial Intelligence, Metadata Management, MongoDB

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Python for Game Programming - Pygame from A to Z

    Skills you'll gain: Object Oriented Programming (OOP), Video Game Development, Debugging, Game Design, Program Development, Python Programming, Application Development, Event-Driven Programming, Computer Graphics, Animations, Development Environment

    Intermediate · Course · 1 - 3 Months

  • G

    Google

    AI for Research and Insights

    Skills you'll gain: Gemini, Data Presentation, Generative AI, Artificial Intelligence, AI Workflows, Research, Responsible AI

    4.8
    Rating, 4.8 out of 5 stars
    ·
    82 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Foundational Finance for Strategic Decision Making

    Skills you'll gain: Financial Modeling, Market Data, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, Portfolio Management, Business Valuation, Corporate Finance, Capital Budgeting, Securities (Finance), Mortgage Loans, Risk Analysis, Financial Forecasting, Excel Formulas, Equities, Investments

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Mastering NextJS – Interview Prep & E-commerce Project

    Skills you'll gain: Application Deployment, Authentications, CI/CD, Application Development, Interactive Data Visualization, React.js, Full-Stack Web Development, JavaScript Frameworks, Application Performance Management, SQL, Databases, Application Programming Interface (API), User Interface (UI)

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Data Visualization Primer: Tools & Techniques

    Skills you'll gain: Data Storytelling, Seaborn, Data Visualization, Data Presentation, Matplotlib, Interactive Data Visualization, Dashboard, Statistical Visualization, Histogram, Time Series Analysis and Forecasting, Microsoft Excel, Generative AI, Tableau Software, Data-Driven Decision-Making, Business Intelligence, Data Analysis, Business Analytics, Power BI, Google Sheets, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    672 reviews

    Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Build a Construction Website Using WordPress

    Skills you'll gain: WordPress, Web Design, Web Design and Development, Usability, Content Management Systems, Web Development, Performance Tuning, Project Design, Application Deployment, PHP (Scripting Language), Software Installation, Apache, Responsive Web Design, Development Environment, Web Development Tools, MySQL

    Beginner · Course · 1 - 4 Weeks

  • P

    PracticalGrowth

    Lean Management & Process Flow for Knowledge Work

    Skills you'll gain: Workflow Management, Kanban Principles, Process Mapping, Lean Methodologies, Business Process, Standard Operating Procedure, Process Analysis, Continuous Improvement Process, Process Improvement, Operational Efficiency, Service Level, Performance Metric, Waste Minimization

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Artificial Intelligence with Python: Foundations to Projects

    Skills you'll gain: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Data Visualization Software, Python Programming, Data Science, Machine Learning, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    ChatGPT for Teachers in Education

    Skills you'll gain: Instructional Strategies, Digital pedagogy, Student Engagement, digital literacy

    Intermediate · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Introduction to Data, Signal, and Image Analysis with MATLAB

    Skills you'll gain: Image Analysis, Data Visualization Software, Matlab, Applied Machine Learning, Scatter Plots, Digital Signal Processing, Data Analysis, Histogram, Predictive Modeling, Data Processing, Classification Algorithms, Regression Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    232 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Alex Genadinik

    Blockchain And Cryptocurrency Definitions For Beginners

    Skills you'll gain: Blockchain, Digital Assets, Emerging Technologies, Cryptography, FinTech, Payment Systems, Security Awareness

    Mixed · Course · 1 - 3 Months

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

  • Building AI Intensive Python Applications: Packt
  • Python for Game Programming - Pygame from A to Z: Packt
  • AI for Research and Insights: Google
  • Foundational Finance for Strategic Decision Making: University of Michigan
  • Mastering NextJS – Interview Prep & E-commerce Project: Packt
  • Data Visualization Primer: Tools & Techniques: Coursera
  • Build a Construction Website Using WordPress: EDUCBA
  • Lean Management & Process Flow for Knowledge Work: PracticalGrowth
  • Artificial Intelligence with Python: Foundations to Projects: EDUCBA
  • ChatGPT for Teachers in Education: Packt

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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