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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


  • 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
    ·
    269 reviews

    Mixed · Course · 1 - 3 Months

  • V

    Vanderbilt University

    GPT Vision: Seeing the World through Generative AI

    Skills you'll gain: Generative AI, Expense Reports, Image Analysis, Expense Management, Organizational Skills, Computer Vision, Data Storytelling, Project Controls, Social Media Content, Artificial Intelligence, Photography, Prompt Engineering, Cooking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    236 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    Certified Information Systems Security Professional (CISSP)

    Skills you'll gain: Identity and Access Management, IT Security Architecture, Security Testing, Single Sign-On (SSO), Data Security, Contingency Planning, User Provisioning, Cryptography, Network Security, Application Security, Information Systems Security, Cryptographic Protocols, Asset Protection, Cloud Security, Computer Security Incident Management, Digital Assets, Public Key Cryptography Standards (PKCS), Incident Response, Risk Management Framework, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Advanced · Specialization · 3 - 6 Months

  • U

    University of California San Diego

    Number Theory and Cryptography

    Skills you'll gain: Cryptography, Encryption, Public Key Cryptography Standards (PKCS), Cybersecurity, Arithmetic, Algorithms, Theoretical Computer Science, Computational Thinking, Algebra, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    609 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Leadership and Team Management

    Skills you'll gain: Delegation Skills, Team Performance Management, Constructive Feedback, Team Building, Change Management, Organizational Change, Team Management, Coaching, Teamwork, Organizational Development, Employee Coaching, Team Motivation, Employee Performance Management, Leadership and Management, Business Transformation, Business Leadership, Leadership Development, Case Studies, Communication, Productivity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    150 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Discrete-Time Markov Chains and Monte Carlo Methods

    Skills you'll gain: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evaluación educativa

    Skills you'll gain: Peer Review, Program Evaluation, Training Programs, Qualitative Research, Surveys, Education Software and Technology, Teaching, Health Assessment, Psychosocial Assessments, Instructional and Curriculum Design, Educational Materials, Curriculum Development, Psychological Evaluations, Clinical Assessment, Curriculum Planning, Statistical Analysis, Electronic Discovery, Student-Centred Learning, Higher Education, Instructional Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    864 reviews

    Beginner · Specialization · 3 - 6 Months

  • T

    The Hong Kong University of Science and Technology

    Monetary Policy in the Asia Pacific

    Skills you'll gain: Market Liquidity, Analysis, Financial Policy, Economics, International Finance, Financial Market, Financial Regulation, Market Dynamics, Supply And Demand, Forecasting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    340 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Geneva

    Troubles du spectre de l'autisme : interventions

    Skills you'll gain: Autism Spectrum Disorders, Student Support and Services, Family Support, Special Education, Parent Communication, Individualized Education Programs (IEP), Working With Children, Speech Therapy, Child Development, Psychological Evaluations, Applied Behavior Analysis, Research, Group Therapy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    199 reviews

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Responsible AI, LLM Application, Model Evaluation, Scripting, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    75 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Chatbots

    Skills you'll gain: Amazon Web Services, Tensorflow, Applied Machine Learning, Machine Learning Methods, Natural Language Processing, Classification Algorithms, Software Design, Application Development, Supervised Learning, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDHEC Business School

    Advanced Portfolio Construction and Analysis with Python

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Financial Modeling, Return On Investment, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Risk Analysis, Time Series Analysis and Forecasting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    513 reviews

    Intermediate · Course · 1 - 4 Weeks

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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
  • GPT Vision: Seeing the World through Generative AI: Vanderbilt University
  • Certified Information Systems Security Professional (CISSP): Infosec
  • Number Theory and Cryptography: University of California San Diego
  • Leadership and Team Management: Packt
  • Discrete-Time Markov Chains and Monte Carlo Methods: University of Colorado Boulder
  • Evaluación educativa: Universidad Nacional Autónoma de México
  • Monetary Policy in the Asia Pacific: The Hong Kong University of Science and Technology
  • Troubles du spectre de l'autisme : interventions: University of Geneva
  • Generative AI: Prompt Engineering Basics: Board Infinity

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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