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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


  • U

    Universidad Nacional Autónoma de México

    Innovar tu enseƱanza con design thinking

    Skills you'll gain: Design Thinking, Student-Centred Learning, Brainstorming, Creative Problem-Solving, Innovation, Human Centered Design, Problem Solving, Needs Assessment, Collaboration, Constructive Feedback, Planning, Empathy

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    241 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • T

    Tel Aviv University

    The Holocaust - An Introduction (I): Nazi Germany: Ideology, The Jews and the World

    Skills you'll gain: Student Engagement, Teaching, European History, Research, World History, Social Justice, Cultural Diversity, Social Impact, Research Methodologies, Policy Analysis

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    1.4K reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    4.- El CƔlculo - Otros Modelos

    Skills you'll gain: Advanced Mathematics, Calculus, Applied Mathematics, Mathematical Software, Mathematical Modeling, Mathematical Theory & Analysis, Digital pedagogy, Algebra, Graphing, Derivatives, Graphical Tools

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    210 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • C

    Coursera

    Create a Superhero Name Generator with TensorFlow

    Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Machine Learning Methods, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Machine Learning, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    38 reviews

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • C

    Columbia University

    Computational Methods in Pricing and Model Calibration

    Skills you'll gain: Regression Analysis, Actuarial Science, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Risk Modeling, Financial Systems, Mathematical Modeling, Numerical Analysis, Applied Mathematics, Python Programming, Process Optimization, Probability Distribution, Algorithms, Case Studies

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    44 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • N

    Northwestern University

    The Business of Social

    Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media, Marketing Effectiveness, Marketing, Performance Measurement, Business Metrics, Customer Engagement, Business-To-Consumer, Key Performance Indicators (KPIs), Integrated Marketing Communications, Program Management, Marketing Budgets, Law, Regulation, and Compliance, A/B Testing, Information Privacy, Data Security

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    823 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • E

    Edureka

    Natural Language Processing Essentials

    Skills you'll gain: Classification Algorithms, Machine Learning Methods, Data Preprocessing, Model Evaluation, Embeddings

    3
    Rating, 3 out of 5 stars
    Ā·
    6 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • I

    IE Business School

    The Marketing Plan

    Skills you'll gain: Marketing Planning, Business Planning, Marketing Strategies, Product Marketing, Go To Market Strategy, Marketing Strategy and Techniques, Case Studies, Planning, Target Market, Marketing Budgets, Marketing Analytics, Brand Strategy, Market Analysis, Competitive Analysis, Profit and Loss (P&L) Management

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    492 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • B

    Board Infinity

    .Net Full Stack Foundation

    Skills you'll gain: Application Development, Program Development, Development Environment, Microsoft Visual Studio, Software Design Patterns

    4.1
    Rating, 4.1 out of 5 stars
    Ā·
    289 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • J

    Johns Hopkins University

    Understanding Prostate Cancer

    Skills you'll gain: Patient Education And Counseling, Radiation Therapy, Diagnostic Tests, Oncology, Pain Management, Preventative Care, Pathology, Urology, Patient Treatment, Treatment Planning, Surgery, Care Management, Clinical Trials, Risk Analysis, Pharmacotherapy, Medical Imaging

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    756 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    22 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • U

    University of Michigan

    AI for Lawyers and Other Advocates

    Skills you'll gain: Responsible AI, Delegation Skills, Legal Technology, Critical Thinking, Time Management, AI Enablement, Artificial Intelligence, Experimentation, Advocacy, Legal Strategy, AI Workflows, Email Automation, Lifelong Learning, Professional Development, Constructive Feedback, Leadership, Creativity, Presentations, Generative AI, Communication

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    73 reviews

    Beginner Ā· Specialization Ā· 1 - 3 Months

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

  • Innovar tu enseƱanza con design thinking:Ā Universidad Nacional Autónoma de MĆ©xico
  • The Holocaust - An Introduction (I): Nazi Germany: Ideology, The Jews and the World:Ā Tel Aviv University
  • 4.- El CĆ”lculo - Otros Modelos:Ā Tecnológico de Monterrey
  • Create a Superhero Name Generator with TensorFlow:Ā Coursera
  • Computational Methods in Pricing and Model Calibration:Ā Columbia University
  • The Business of Social:Ā Northwestern University
  • Natural Language Processing Essentials:Ā Edureka
  • The Marketing Plan:Ā IE Business School
  • .Net Full Stack Foundation:Ā Board Infinity
  • Understanding Prostate Cancer:Ā Johns Hopkins 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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