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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
    Free Trial
    J

    Johns Hopkins University

    Precalculus through Data and Modelling

    Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, R (Software), Analytical Skills, General Mathematics, Statistics, Algebra, Systems Of Measurement, Correlation Analysis, Regression Analysis, Calculus, Geometry

    4.7
    Rating, 4.7 out of 5 stars
    ·
    319 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Django for Everybody

    Skills you'll gain: Application Deployment, Django (Web Framework), Object-Relational Mapping, HTML and CSS, Model View Controller, jQuery, Ajax, JSON, Database Design, SQL, Application Frameworks, Databases, Web Applications, Application Development, Object Oriented Programming (OOP), Web Development, Data Modeling, Javascript, Application Security, Cascading Style Sheets (CSS)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Engineering in Engineering Management

    Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, Systems Engineering, Field-Programmable Gate Array (FPGA), New Product Development, Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Unsupervised Learning, Proposal Writing, Sampling (Statistics), Supplier Management, Computer Vision, Accountability, Data Ethics, Sustainability Reporting, Statistical Modeling, Goal Setting

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Ciencia de datos​

    Skills you'll gain: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Classification And Regression Tree (CART), Data Quality, Data Science, Jupyter, Data Analysis, Statistical Machine Learning, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Statistical Analysis, Regression Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    551 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    221 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Digital Technology and Social Change

    Skills you'll gain: Digital Transformation, Innovation, Responsible AI, Data Ethics, Machine Learning, Business Transformation, Blockchain, Process Design, Emerging Technologies, Technology Strategies, OpenAI, Data Storage, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Digital Assets, Fundraising and Crowdsourcing, Communication, Technology Solutions, ChatGPT, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    36 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Computational Thinking, Applied Mathematics, Mathematical Software, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    722 reviews

    Mixed · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    H

    Harvard Business Review

    Develop Talent and Coach for Success

    Skills you'll gain: Constructive Feedback, Talent Management, Employee Retention, Employee Coaching, Talent Acquisition, Workforce Development, Adaptability, Human Resources Management and Planning, Employee Engagement, Recruitment, Training and Development, Employee Performance Management, Coaching, Diversity and Inclusion, Professional Development, Interviewing Skills, Active Listening

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Machine Learning Methods, Computer Vision, Control Systems, Data Integration, Mathematical Modeling, Spatial Analysis, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    838 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Neural Networks, Deep Learning, Bayesian Network, Mathematical Modeling, Computer Vision, Estimation, Applied Mathematics, Machine Learning, Network Architecture, Probability Distribution, Calculus

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Adobe InDesign Masterclass

    Skills you'll gain: Adobe InDesign, Color Theory, Multimedia, Typography, Graphic and Visual Design, Design, Adobe Creative Cloud, Design Elements And Principles, Style Guides, Document Management, Digital Publishing

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    Y

    Yale University

    Introduction to Medical Software

    Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Usability, Software Development, Medical Privacy, Human Computer Interaction, Regulatory Affairs, Verification And Validation, Regulatory Requirements, Quality Management Systems, Biomedical Engineering, Risk Management, Software Design, Health Technology, Software Testing, Entrepreneurship, Artificial Intelligence and Machine Learning (AI/ML), User Research, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    280 reviews

    Intermediate · Course · 3 - 6 Months

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

  • Precalculus through Data and Modelling: Johns Hopkins University
  • Django for Everybody: University of Michigan
  • Master of Engineering in Engineering Management: University of Colorado Boulder
  • Ciencia de datos​: Universidad de los Andes
  • DeepLearning.AI Data Analytics: DeepLearning.AI
  • Digital Technology and Social Change: University of California, Davis
  • Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo: Tecnológico de Monterrey
  • Develop Talent and Coach for Success: Harvard Business Review
  • State Estimation and Localization for Self-Driving Cars: University of Toronto
  • Generative AI: Foundations and Concepts: Northeastern 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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