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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


  • Status: Free
    Free
    É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Physics, Simulations, Computational Logic, Numerical Analysis, Markov Model, Quantitative Research, Algorithms, Applied Mathematics, Linear Algebra, Integral Calculus

    4.8
    Rating, 4.8 out of 5 stars
    ·
    268 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Emerging Trends & Technologies in the Virtual K-12 Classroom

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaborative Software, Digital pedagogy, Teaching, Augmented Reality, Game Design, Virtual Environment, Emerging Technologies, Technology Strategies, Information Privacy, Social Media

    4.6
    Rating, 4.6 out of 5 stars
    ·
    667 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Finding Mutations in DNA and Proteins (Bioinformatics VI)

    Skills you'll gain: Bioinformatics, Markov Model, Molecular Biology, Machine Learning Methods, Computational Thinking, Algorithms, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    61 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    Introduction to Generative AI - Art of the Possible

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Strategic Thinking, Machine Learning Methods

    4.5
    Rating, 4.5 out of 5 stars
    ·
    134 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Python Data Analysis

    Skills you'll gain: Data Manipulation, File I/O, Data Structures, Scripting, Data Import/Export, Data Analysis, Python Programming, Data Storage

    4.7
    Rating, 4.7 out of 5 stars
    ·
    892 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Water: an essential resource

    Skills you'll gain: Water Quality, Water Sustainability, Water Resource Management, Sustainable Development, Environmental Engineering, Hydrology, Environmental Monitoring, Civil Engineering, Sustainable Design, Human Centered Design, Risk Analysis, Continuous Monitoring, Internet Of Things, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    58 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Sungkyunkwan University

    Recommender Systems

    Skills you'll gain: Scalability, Deep Learning, AI Personalization, Data Mining, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    Hacia una práctica constructivista en el aula

    Skills you'll gain: Curriculum Development, Teaching, Instructional and Curriculum Design, Education Software and Technology, Digital pedagogy, Student-Centred Learning, Learning Theory, Peer Review, Student Engagement, Social Sciences, Interpersonal Communications, Cultural Diversity

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.6K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    H

    HEC Paris

    Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers

    Skills you'll gain: Investment Management, Portfolio Management, Investments, Asset Management, Wealth Management, Financial Market, Risk Management, Financial Regulation, Product Lifecycle Management, Performance Analysis, Risk Analysis, Microsoft Excel

    4.6
    Rating, 4.6 out of 5 stars
    ·
    789 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Create Serverless Applications

    Skills you'll gain: Microsoft Azure, Serverless Computing, Cloud Development, Microsoft Power Automate/Flow, Event-Driven Programming, Cloud Applications, Cloud-Based Integration, Business Process Automation, Microservices, Application Programming Interface (API), GitHub

    4.5
    Rating, 4.5 out of 5 stars
    ·
    131 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Technion - Israel Institute of Technology

    Cracking the Creativity Code: Discovering Ideas

    Skills you'll gain: Ideation, Brainstorming, Innovation, Creative Problem-Solving, Creative Thinking, Creativity, Operations Management, Resourcefulness, Thought Leadership, Problem Solving, Strategic Thinking, Visionary, Curiosity, Solution Delivery, Presentations, Persistence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Culture-Driven Team Building

    Skills you'll gain: Diversity Programs, Team Building, Diversity and Inclusion, Diversity Awareness, Team Management, Diversity Equity and Inclusion Initiatives, Goal Setting, Intercultural Competence, Emotional Intelligence, Team Leadership, Team Performance Management, Workplace inclusivity, Systems Thinking, Team Motivation, Presentations, Cognitive flexibility, Culture, Case Studies, Collaboration, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • Emerging Trends & Technologies in the Virtual K-12 Classroom: University of California, Irvine
  • Finding Mutations in DNA and Proteins (Bioinformatics VI): University of California San Diego
  • Introduction to Generative AI - Art of the Possible: Amazon Web Services
  • Python Data Analysis: Rice University
  • Water: an essential resource: Politecnico di Milano
  • Recommender Systems: Sungkyunkwan University
  • Hacia una práctica constructivista en el aula: Pontificia Universidad Católica de Chile
  • Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers: HEC Paris
  • Create Serverless Applications : 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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